diff --git a/404.html b/404.html index c82f53addd..d6af01ef8f 100644 --- a/404.html +++ b/404.html @@ -22,7 +22,7 @@ - + diff --git a/Concepts/concepts-flows.html b/Concepts/concepts-flows.html index f0da66f0c9..3cbdf21184 100644 --- a/Concepts/concepts-flows.html +++ b/Concepts/concepts-flows.html @@ -22,7 +22,7 @@ - + diff --git a/agents-overview.html b/agents-overview.html index 507a780eb1..7f33c0099f 100644 --- a/agents-overview.html +++ b/agents-overview.html @@ -22,7 +22,7 @@ - + diff --git a/agents-tool-calling-agent-component.html b/agents-tool-calling-agent-component.html index b05a85dc64..ff0894dba4 100644 --- a/agents-tool-calling-agent-component.html +++ b/agents-tool-calling-agent-component.html @@ -22,7 +22,7 @@ - + diff --git a/api-reference-api-examples.html b/api-reference-api-examples.html index b33196bace..d73036eab7 100644 --- a/api-reference-api-examples.html +++ b/api-reference-api-examples.html @@ -22,7 +22,7 @@ - + diff --git a/api.html b/api.html index 4acf75614a..f5349d0342 100644 --- a/api.html +++ b/api.html @@ -22,7 +22,7 @@ - + diff --git a/api/add-user.html b/api/add-user.html index efd35c34c1..c030984174 100644 --- a/api/add-user.html +++ b/api/add-user.html @@ -22,7 +22,7 @@ - + diff --git a/api/auto-login.html b/api/auto-login.html index f24a8eacf6..909d60eaed 100644 --- a/api/auto-login.html +++ b/api/auto-login.html @@ -22,7 +22,7 @@ - + diff --git a/api/build-flow.html b/api/build-flow.html index a554265a58..17f9d99a19 100644 --- a/api/build-flow.html +++ b/api/build-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/build-vertex-stream.html b/api/build-vertex-stream.html index 79929de3b3..f5f47a3ecb 100644 --- a/api/build-vertex-stream.html +++ b/api/build-vertex-stream.html @@ -22,7 +22,7 @@ - + diff --git a/api/build-vertex.html b/api/build-vertex.html index 0dc7cc2a1c..d69224833f 100644 --- a/api/build-vertex.html +++ b/api/build-vertex.html @@ -22,7 +22,7 @@ - + diff --git a/api/cancel-build.html b/api/cancel-build.html index 7104409946..2b45ff14cf 100644 --- a/api/cancel-build.html +++ b/api/cancel-build.html @@ -22,7 +22,7 @@ - + diff --git a/api/check-if-store-has-api-key.html b/api/check-if-store-has-api-key.html index 9b167eba05..9d76fc28da 100644 --- a/api/check-if-store-has-api-key.html +++ b/api/check-if-store-has-api-key.html @@ -22,7 +22,7 @@ - + diff --git a/api/check-if-store-is-enabled.html b/api/check-if-store-is-enabled.html index 8cffd86b05..87b89be05d 100644 --- a/api/check-if-store-is-enabled.html +++ b/api/check-if-store-is-enabled.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-api-key-route.html b/api/create-api-key-route.html index 1915c4fc9c..277ea110a1 100644 --- a/api/create-api-key-route.html +++ b/api/create-api-key-route.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-flow.html b/api/create-flow.html index 6f571587de..dc0f8b6a96 100644 --- a/api/create-flow.html +++ b/api/create-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-flows.html b/api/create-flows.html index 005fcb46d9..303f397723 100644 --- a/api/create-flows.html +++ b/api/create-flows.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-folder.html b/api/create-folder.html index f0879329a1..9db3937dcd 100644 --- a/api/create-folder.html +++ b/api/create-folder.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-upload-file.html b/api/create-upload-file.html index 4245f5e4b4..37243693b4 100644 --- a/api/create-upload-file.html +++ b/api/create-upload-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/create-variable.html b/api/create-variable.html index 707aefbc91..879adb9fb6 100644 --- a/api/create-variable.html +++ b/api/create-variable.html @@ -22,7 +22,7 @@ - + diff --git a/api/custom-component-update.html b/api/custom-component-update.html index 27e6bf4186..0bcdabf51a 100644 --- a/api/custom-component-update.html +++ b/api/custom-component-update.html @@ -22,7 +22,7 @@ - + diff --git a/api/custom-component.html b/api/custom-component.html index e18aed7f6a..3d1eefd369 100644 --- a/api/custom-component.html +++ b/api/custom-component.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-all-files.html b/api/delete-all-files.html index b62d1b34e4..7e802c5a6c 100644 --- a/api/delete-all-files.html +++ b/api/delete-all-files.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-api-key-route.html b/api/delete-api-key-route.html index d046a6a30a..1716e5355e 100644 --- a/api/delete-api-key-route.html +++ b/api/delete-api-key-route.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-file-1.html b/api/delete-file-1.html index 3cc4e8af34..e8c0702d31 100644 --- a/api/delete-file-1.html +++ b/api/delete-file-1.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-file.html b/api/delete-file.html index 48e11be0e9..0885813635 100644 --- a/api/delete-file.html +++ b/api/delete-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-flow.html b/api/delete-flow.html index 05837ce535..3148caeb56 100644 --- a/api/delete-flow.html +++ b/api/delete-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-folder.html b/api/delete-folder.html index 887f11f2c9..b6231a15d8 100644 --- a/api/delete-folder.html +++ b/api/delete-folder.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-messages-session.html b/api/delete-messages-session.html index 9b8347020e..07048ada0a 100644 --- a/api/delete-messages-session.html +++ b/api/delete-messages-session.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-messages.html b/api/delete-messages.html index b5ecaf51d3..10e223ba84 100644 --- a/api/delete-messages.html +++ b/api/delete-messages.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-multiple-flows.html b/api/delete-multiple-flows.html index bb2995616a..286b9dc40d 100644 --- a/api/delete-multiple-flows.html +++ b/api/delete-multiple-flows.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-user.html b/api/delete-user.html index 87a8c093bb..8be2a74855 100644 --- a/api/delete-user.html +++ b/api/delete-user.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-variable.html b/api/delete-variable.html index 61fc6efda4..fde87845c7 100644 --- a/api/delete-variable.html +++ b/api/delete-variable.html @@ -22,7 +22,7 @@ - + diff --git a/api/delete-vertex-builds.html b/api/delete-vertex-builds.html index e220f891ba..7743d90caa 100644 --- a/api/delete-vertex-builds.html +++ b/api/delete-vertex-builds.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-component.html b/api/download-component.html index 631209eeb1..a1b52c888b 100644 --- a/api/download-component.html +++ b/api/download-component.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-file-1.html b/api/download-file-1.html index 293d3a58b9..f9f9954ed6 100644 --- a/api/download-file-1.html +++ b/api/download-file-1.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-file-2.html b/api/download-file-2.html index b749ca85cf..ffe84ebc2d 100644 --- a/api/download-file-2.html +++ b/api/download-file-2.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-file.html b/api/download-file.html index 9027bc3f34..ae00b1d2cc 100644 --- a/api/download-file.html +++ b/api/download-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-image.html b/api/download-image.html index a1e27540ac..092a14680d 100644 --- a/api/download-image.html +++ b/api/download-image.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-multiple-file.html b/api/download-multiple-file.html index bfb99c3f0d..d5165304ac 100644 --- a/api/download-multiple-file.html +++ b/api/download-multiple-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/download-profile-picture.html b/api/download-profile-picture.html index 173ca20ee4..48b38430be 100644 --- a/api/download-profile-picture.html +++ b/api/download-profile-picture.html @@ -22,7 +22,7 @@ - + diff --git a/api/edit-file-name.html b/api/edit-file-name.html index 4674580f76..938b44b658 100644 --- a/api/edit-file-name.html +++ b/api/edit-file-name.html @@ -22,7 +22,7 @@ - + diff --git a/api/experimental-run-flow.html b/api/experimental-run-flow.html index 52863c0dcc..571efb4eb4 100644 --- a/api/experimental-run-flow.html +++ b/api/experimental-run-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-all.html b/api/get-all.html index 93e6936c06..d37c5968e6 100644 --- a/api/get-all.html +++ b/api/get-all.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-api-keys-route.html b/api/get-api-keys-route.html index d61afa4e3a..c35b60ab34 100644 --- a/api/get-api-keys-route.html +++ b/api/get-api-keys-route.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-build-events.html b/api/get-build-events.html index dfe0a1f2b4..aea1b1387b 100644 --- a/api/get-build-events.html +++ b/api/get-build-events.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-components.html b/api/get-components.html index b0fbded987..2586b12aa9 100644 --- a/api/get-components.html +++ b/api/get-components.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-config.html b/api/get-config.html index 75aa67521b..4d45f51f1e 100644 --- a/api/get-config.html +++ b/api/get-config.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-list-of-components-liked-by-user.html b/api/get-list-of-components-liked-by-user.html index ac6092b1ca..06ed1096b0 100644 --- a/api/get-list-of-components-liked-by-user.html +++ b/api/get-list-of-components-liked-by-user.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-messages.html b/api/get-messages.html index f1e82893c2..2a3debba0f 100644 --- a/api/get-messages.html +++ b/api/get-messages.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-starter-projects.html b/api/get-starter-projects.html index 7db25a0898..619e05acc3 100644 --- a/api/get-starter-projects.html +++ b/api/get-starter-projects.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-tags.html b/api/get-tags.html index 419ae2c473..1d95e4d4fd 100644 --- a/api/get-tags.html +++ b/api/get-tags.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-task-status.html b/api/get-task-status.html index 43dd66d21a..1f604859cc 100644 --- a/api/get-task-status.html +++ b/api/get-task-status.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-transactions.html b/api/get-transactions.html index 587f39ae1a..166605aab8 100644 --- a/api/get-transactions.html +++ b/api/get-transactions.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-version.html b/api/get-version.html index 8df5f10f28..17fa366d60 100644 --- a/api/get-version.html +++ b/api/get-version.html @@ -22,7 +22,7 @@ - + diff --git a/api/get-vertex-builds.html b/api/get-vertex-builds.html index 912a57202c..6cb9c750a1 100644 --- a/api/get-vertex-builds.html +++ b/api/get-vertex-builds.html @@ -22,7 +22,7 @@ - + diff --git a/api/handle-messages.html b/api/handle-messages.html index 2ca60b567b..ee0684852f 100644 --- a/api/handle-messages.html +++ b/api/handle-messages.html @@ -22,7 +22,7 @@ - + diff --git a/api/handle-sse.html b/api/handle-sse.html index bf9a2208e0..b18766f579 100644 --- a/api/handle-sse.html +++ b/api/handle-sse.html @@ -22,7 +22,7 @@ - + diff --git a/api/health-check.html b/api/health-check.html index 2c2df2182d..19b6572d4c 100644 --- a/api/health-check.html +++ b/api/health-check.html @@ -22,7 +22,7 @@ - + diff --git a/api/health.html b/api/health.html index f0e1d3a13e..7d95ecf6e5 100644 --- a/api/health.html +++ b/api/health.html @@ -22,7 +22,7 @@ - + diff --git a/api/like-component.html b/api/like-component.html index d89f944820..6567f64572 100644 --- a/api/like-component.html +++ b/api/like-component.html @@ -22,7 +22,7 @@ - + diff --git a/api/list-files-1.html b/api/list-files-1.html index 5c0c697cb4..102661c3f3 100644 --- a/api/list-files-1.html +++ b/api/list-files-1.html @@ -22,7 +22,7 @@ - + diff --git a/api/list-files.html b/api/list-files.html index b839fac862..49497eec77 100644 --- a/api/list-files.html +++ b/api/list-files.html @@ -22,7 +22,7 @@ - + diff --git a/api/list-profile-pictures.html b/api/list-profile-pictures.html index ef4d0ea372..3ec2f2522f 100644 --- a/api/list-profile-pictures.html +++ b/api/list-profile-pictures.html @@ -22,7 +22,7 @@ - + diff --git a/api/login-to-get-access-token.html b/api/login-to-get-access-token.html index 28e788867e..f3a72c5f1e 100644 --- a/api/login-to-get-access-token.html +++ b/api/login-to-get-access-token.html @@ -22,7 +22,7 @@ - + diff --git a/api/logout.html b/api/logout.html index 0c7a571c19..af7c59b888 100644 --- a/api/logout.html +++ b/api/logout.html @@ -22,7 +22,7 @@ - + diff --git a/api/logs.html b/api/logs.html index 7df50fe7ff..05063c538a 100644 --- a/api/logs.html +++ b/api/logs.html @@ -22,7 +22,7 @@ - + diff --git a/api/patch-user.html b/api/patch-user.html index be5504722a..551c09e5cf 100644 --- a/api/patch-user.html +++ b/api/patch-user.html @@ -22,7 +22,7 @@ - + diff --git a/api/post-validate-code.html b/api/post-validate-code.html index 9674de7091..c302d7340f 100644 --- a/api/post-validate-code.html +++ b/api/post-validate-code.html @@ -22,7 +22,7 @@ - + diff --git a/api/post-validate-prompt.html b/api/post-validate-prompt.html index 33eb80243a..f0ac82584a 100644 --- a/api/post-validate-prompt.html +++ b/api/post-validate-prompt.html @@ -22,7 +22,7 @@ - + diff --git a/api/process-1.html b/api/process-1.html index 09c0af4bae..f4dbfcc6e7 100644 --- a/api/process-1.html +++ b/api/process-1.html @@ -22,7 +22,7 @@ - + diff --git a/api/process.html b/api/process.html index 195cdcd9c2..546363e875 100644 --- a/api/process.html +++ b/api/process.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-all-users.html b/api/read-all-users.html index 2fd6049817..07db864f5c 100644 --- a/api/read-all-users.html +++ b/api/read-all-users.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-basic-examples.html b/api/read-basic-examples.html index 2ee4d3a367..ba01bc829f 100644 --- a/api/read-basic-examples.html +++ b/api/read-basic-examples.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-current-user.html b/api/read-current-user.html index 245c1fbe15..317a6497e2 100644 --- a/api/read-current-user.html +++ b/api/read-current-user.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-flow.html b/api/read-flow.html index 85243c46b5..90d5680d73 100644 --- a/api/read-flow.html +++ b/api/read-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-flows.html b/api/read-flows.html index 06e70621ea..5a9ac6e035 100644 --- a/api/read-flows.html +++ b/api/read-flows.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-folder.html b/api/read-folder.html index df9ef7417e..dae3e03f17 100644 --- a/api/read-folder.html +++ b/api/read-folder.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-folders.html b/api/read-folders.html index fa3a7db0bc..081c3f9009 100644 --- a/api/read-folders.html +++ b/api/read-folders.html @@ -22,7 +22,7 @@ - + diff --git a/api/read-variables.html b/api/read-variables.html index 7b13c7c113..6554b604f5 100644 --- a/api/read-variables.html +++ b/api/read-variables.html @@ -22,7 +22,7 @@ - + diff --git a/api/refresh-token.html b/api/refresh-token.html index 4cbf21939c..5a0aed2dc9 100644 --- a/api/refresh-token.html +++ b/api/refresh-token.html @@ -22,7 +22,7 @@ - + diff --git a/api/reset-password.html b/api/reset-password.html index ad41e30a0c..43c6d80ecc 100644 --- a/api/reset-password.html +++ b/api/reset-password.html @@ -22,7 +22,7 @@ - + diff --git a/api/retrieve-vertices-order.html b/api/retrieve-vertices-order.html index faf9378091..f3c221347f 100644 --- a/api/retrieve-vertices-order.html +++ b/api/retrieve-vertices-order.html @@ -22,7 +22,7 @@ - + diff --git a/api/save-store-api-key.html b/api/save-store-api-key.html index 3e29c549a6..a1ff5e66ed 100644 --- a/api/save-store-api-key.html +++ b/api/save-store-api-key.html @@ -22,7 +22,7 @@ - + diff --git a/api/share-component.html b/api/share-component.html index 9b6e593505..4425657f7b 100644 --- a/api/share-component.html +++ b/api/share-component.html @@ -22,7 +22,7 @@ - + diff --git a/api/simplified-run-flow.html b/api/simplified-run-flow.html index 57fd78ea33..845779b466 100644 --- a/api/simplified-run-flow.html +++ b/api/simplified-run-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/stream-logs.html b/api/stream-logs.html index a0dcf4f8db..0f2fde6a72 100644 --- a/api/stream-logs.html +++ b/api/stream-logs.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-flow.html b/api/update-flow.html index 551754c520..96b87d5732 100644 --- a/api/update-flow.html +++ b/api/update-flow.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-folder.html b/api/update-folder.html index 35c00618be..df427c5795 100644 --- a/api/update-folder.html +++ b/api/update-folder.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-message.html b/api/update-message.html index ff5f5bbf2b..1335329c4f 100644 --- a/api/update-message.html +++ b/api/update-message.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-session-id.html b/api/update-session-id.html index efbb2e5ebc..89df606c8d 100644 --- a/api/update-session-id.html +++ b/api/update-session-id.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-shared-component.html b/api/update-shared-component.html index bc9615c821..0450e32e53 100644 --- a/api/update-shared-component.html +++ b/api/update-shared-component.html @@ -22,7 +22,7 @@ - + diff --git a/api/update-variable.html b/api/update-variable.html index 7ec2d09e8d..397c1a2c9b 100644 --- a/api/update-variable.html +++ b/api/update-variable.html @@ -22,7 +22,7 @@ - + diff --git a/api/upload-file-1.html b/api/upload-file-1.html index d05930c47d..de7f21b534 100644 --- a/api/upload-file-1.html +++ b/api/upload-file-1.html @@ -22,7 +22,7 @@ - + diff --git a/api/upload-file-2.html b/api/upload-file-2.html index e5d0a4b920..bcf282a6dd 100644 --- a/api/upload-file-2.html +++ b/api/upload-file-2.html @@ -22,7 +22,7 @@ - + diff --git a/api/upload-file.html b/api/upload-file.html index 4429ed2674..4c243dc155 100644 --- a/api/upload-file.html +++ b/api/upload-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/upload-user-file.html b/api/upload-user-file.html index bb2391d6fb..a7cb9b8358 100644 --- a/api/upload-user-file.html +++ b/api/upload-user-file.html @@ -22,7 +22,7 @@ - + diff --git a/api/webhook-run-flow.html b/api/webhook-run-flow.html index 4dc034ffe2..ecdefef903 100644 --- a/api/webhook-run-flow.html +++ b/api/webhook-run-flow.html @@ -22,7 +22,7 @@ - + diff --git a/assets/images/component-hcd-example-flow-b82057600ce5e9e4a0f7ea0a61dcbf7f.png b/assets/images/component-hcd-example-flow-b82057600ce5e9e4a0f7ea0a61dcbf7f.png new file mode 100644 index 0000000000..7789376c49 Binary files /dev/null and b/assets/images/component-hcd-example-flow-b82057600ce5e9e4a0f7ea0a61dcbf7f.png differ diff --git a/assets/js/2ab0d4f5.22c542ac.js b/assets/js/2ab0d4f5.0d10a4bf.js similarity index 99% rename from assets/js/2ab0d4f5.22c542ac.js rename to assets/js/2ab0d4f5.0d10a4bf.js index bb7e5c01a3..71904f05fe 100644 --- a/assets/js/2ab0d4f5.22c542ac.js +++ b/assets/js/2ab0d4f5.0d10a4bf.js @@ -1 +1 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[1845],{28453:(e,n,t)=>{t.d(n,{R:()=>a,x:()=>o});var i=t(96540);const s={},r=i.createContext(s);function a(e){const n=i.useContext(r);return i.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function o(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:a(e.components),i.createElement(r.Provider,{value:n},e.children)}},83640:(e,n,t)=>{t.r(n),t.d(n,{contentTitle:()=>o,default:()=>c,frontMatter:()=>a,metadata:()=>i,toc:()=>l});const i=JSON.parse('{"type":"api","id":"simplified-run-flow","title":"Simplified Run Flow","description":"","slug":"/simplified-run-flow","frontMatter":{},"api":{"tags":["Base"],"description":"Executes a specified flow by ID with support for streaming and telemetry.\\n\\nThis endpoint executes a flow identified by ID or name, with options for streaming the response\\nand tracking execution metrics. It handles both streaming and non-streaming execution modes.\\n\\nArgs:\\n background_tasks (BackgroundTasks): FastAPI background task manager\\n flow (FlowRead | None): The flow to execute, loaded via dependency\\n input_request (SimplifiedAPIRequest | None): Input parameters for the flow\\n stream (bool): Whether to stream the response\\n api_key_user (UserRead): Authenticated user from API key\\n request (Request): The incoming HTTP request\\n\\nReturns:\\n Union[StreamingResponse, RunResponse]: Either a streaming response for real-time results\\n or a RunResponse with the complete execution results\\n\\nRaises:\\n HTTPException: For flow not found (404) or invalid input (400)\\n APIException: For internal execution errors (500)\\n\\nNotes:\\n - Supports both streaming and non-streaming execution modes\\n - Tracks execution time and success/failure via telemetry\\n - Handles graceful client disconnection in streaming mode\\n - Provides detailed error handling with appropriate HTTP status codes\\n - In streaming mode, uses EventManager to handle events:\\n - \\"add_message\\": New messages during execution\\n - \\"token\\": Individual tokens during streaming\\n - \\"end\\": Final execution result","operationId":"simplified_run_flow_api_v1_run__flow_id_or_name__post","security":[{"API key query":[]},{"API key header":[]}],"parameters":[{"name":"flow_id_or_name","in":"path","required":true,"schema":{"type":"string","title":"Flow Id Or Name"}},{"name":"stream","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Stream"}},{"name":"user_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"string","format":"uuid"},{"type":"null"}],"title":"User Id"}}],"requestBody":{"content":{"application/json":{"schema":{"anyOf":[{"properties":{"input_value":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Input Value","description":"The input value"},"input_type":{"anyOf":[{"type":"string","enum":["chat","text","any"]},{"type":"null"}],"title":"Input Type","description":"The input type","default":"chat"},"output_type":{"anyOf":[{"type":"string","enum":["chat","text","any","debug"]},{"type":"null"}],"title":"Output Type","description":"The output type","default":"chat"},"output_component":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Output Component","description":"If there are multiple output components, you can specify the component to get the output from.","default":""},"tweaks":{"anyOf":[{"additionalProperties":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"object","title":"Tweaks","description":"A dictionary of tweaks to adjust the flow\'s execution. Allows customizing flow behavior dynamically. All tweaks are overridden by the input values.","examples":[{"Component Name":{"parameter_name":"value"},"component_id":{"parameter_name":"value"},"parameter_name":"value"}]},{"type":"null"}],"description":"The tweaks"},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id","description":"The session id"}},"type":"object","title":"SimplifiedAPIRequest"},{"type":"null"}],"title":"Input Request"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"properties":{"detail":{"items":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"}}}}},"method":"post","path":"/api/v1/run/{flow_id_or_name}","securitySchemes":{"OAuth2PasswordBearer":{"type":"oauth2","flows":{"password":{"scopes":{},"tokenUrl":"api/v1/login"}}},"API key query":{"type":"apiKey","in":"query","name":"x-api-key"},"API key header":{"type":"apiKey","in":"header","name":"x-api-key"}},"info":{"title":"Langflow","version":"1.2.0"},"postman":{"name":"Simplified Run Flow","description":{"content":"Executes a specified flow by ID with support for streaming and telemetry.\\n\\nThis endpoint executes a flow identified by ID or name, with options for streaming the response\\nand tracking execution metrics. It handles both streaming and non-streaming execution modes.\\n\\nArgs:\\n background_tasks (BackgroundTasks): FastAPI background task manager\\n flow (FlowRead | None): The flow to execute, loaded via dependency\\n input_request (SimplifiedAPIRequest | None): Input parameters for the flow\\n stream (bool): Whether to stream the response\\n api_key_user (UserRead): Authenticated user from API key\\n request (Request): The incoming HTTP request\\n\\nReturns:\\n Union[StreamingResponse, RunResponse]: Either a streaming response for real-time results\\n or a RunResponse with the complete execution results\\n\\nRaises:\\n HTTPException: For flow not found (404) or invalid input (400)\\n APIException: For internal execution errors (500)\\n\\nNotes:\\n - Supports both streaming and non-streaming execution modes\\n - Tracks execution time and success/failure via telemetry\\n - Handles graceful client disconnection in streaming mode\\n - Provides detailed error handling with appropriate HTTP status codes\\n - In streaming mode, uses EventManager to handle events:\\n - \\"add_message\\": New messages during execution\\n - \\"token\\": Individual tokens during streaming\\n - \\"end\\": Final execution result","type":"text/plain"},"url":{"path":["api","v1","run",":flow_id_or_name"],"host":["{{baseUrl}}"],"query":[{"disabled":false,"key":"stream","value":"false"},{"disabled":false,"key":"user_id","value":""}],"variable":[{"disabled":false,"description":{"content":"(Required) ","type":"text/plain"},"type":"any","value":"","key":"flow_id_or_name"}]},"header":[{"key":"Content-Type","value":"application/json"},{"key":"Accept","value":"application/json"}],"method":"POST","body":{"mode":"raw","raw":"{\\n \\"input_value\\": \\"\\",\\n \\"input_type\\": \\"\\",\\n \\"output_type\\": \\"\\",\\n \\"output_component\\": \\"\\",\\n \\"tweaks\\": {\\n \\"Duis_a07\\": \\"\\",\\n \\"amet_c1e\\": \\"\\"\\n },\\n \\"session_id\\": \\"\\"\\n}","options":{"raw":{"language":"json"}}},"auth":{"type":"apikey","apikey":[{"type":"any","value":"x-api-key","key":"key"},{"type":"any","value":"{{apiKey}}","key":"value"},{"type":"any","value":"query","key":"in"}]}}},"source":"@site/openapi.json","sourceDirName":".","permalink":"/api/simplified-run-flow","previous":{"title":"Get All","permalink":"/api/get-all"},"next":{"title":"Webhook Run Flow","permalink":"/api/webhook-run-flow"}}');var s=t(74848),r=t(28453);const a={},o="Simplified Run Flow",l=[];function d(e){const n={h1:"h1",header:"header",li:"li",p:"p",ul:"ul",...(0,r.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.header,{children:(0,s.jsx)(n.h1,{id:"simplified-run-flow",children:"Simplified Run Flow"})}),"\n",(0,s.jsx)(n.p,{children:"Executes a specified flow by ID with support for streaming and telemetry."}),"\n",(0,s.jsx)(n.p,{children:"This endpoint executes a flow identified by ID or name, with options for streaming the response\nand tracking execution metrics. It handles both streaming and non-streaming execution modes."}),"\n",(0,s.jsx)(n.p,{children:"Args:\nbackground_tasks (BackgroundTasks): FastAPI background task manager\nflow (FlowRead | None): The flow to execute, loaded via dependency\ninput_request (SimplifiedAPIRequest | None): Input parameters for the flow\nstream (bool): Whether to stream the response\napi_key_user (UserRead): Authenticated user from API key\nrequest (Request): The incoming HTTP request"}),"\n",(0,s.jsx)(n.p,{children:"Returns:\nUnion[StreamingResponse, RunResponse]: Either a streaming response for real-time results\nor a RunResponse with the complete execution results"}),"\n",(0,s.jsx)(n.p,{children:"Raises:\nHTTPException: For flow not found (404) or invalid input (400)\nAPIException: For internal execution errors (500)"}),"\n",(0,s.jsx)(n.p,{children:"Notes:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Supports both streaming and non-streaming execution modes"}),"\n",(0,s.jsx)(n.li,{children:"Tracks execution time and success/failure via telemetry"}),"\n",(0,s.jsx)(n.li,{children:"Handles graceful client disconnection in streaming mode"}),"\n",(0,s.jsx)(n.li,{children:"Provides detailed error handling with appropriate HTTP status codes"}),"\n",(0,s.jsxs)(n.li,{children:["In streaming mode, uses EventManager to handle events:","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:'"add_message": New messages during execution'}),"\n",(0,s.jsx)(n.li,{children:'"token": Individual tokens during streaming'}),"\n",(0,s.jsx)(n.li,{children:'"end": Final execution result'}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Path Parameters"})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"flow_id_or_name"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Flow Id Or Name"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-required)"},children:" REQUIRED"})]})})})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Query Parameters"})})}),(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"stream"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Stream"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"user_id"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" User Id"})]})})]})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Request Body "}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("td",{children:(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined"})})})})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Responses"})})}),(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsxs)("div",{style:{display:"flex"},children:[(0,s.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,s.jsx)("code",{children:"200"})}),(0,s.jsx)("div",{children:(0,s.jsx)(n.p,{children:"Successful Response"})})]}),(0,s.jsx)("div",{children:(0,s.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Schema "}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("td",{children:(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined"})})})})]})})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsxs)("div",{style:{display:"flex"},children:[(0,s.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,s.jsx)("code",{children:"422"})}),(0,s.jsx)("div",{children:(0,s.jsx)(n.p,{children:"Validation Error"})})]}),(0,s.jsx)("div",{children:(0,s.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Schema "}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"detail"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" object[]"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"loc"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined[]"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"msg"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Message"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"type"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Error Type"})]})})]})})]})})})]})})]})})]})]})]})}function c(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(d,{...e})}):d(e)}}}]); \ No newline at end of file +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[1845],{28453:(e,n,t)=>{t.d(n,{R:()=>a,x:()=>o});var i=t(96540);const s={},r=i.createContext(s);function a(e){const n=i.useContext(r);return i.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function o(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:a(e.components),i.createElement(r.Provider,{value:n},e.children)}},83640:(e,n,t)=>{t.r(n),t.d(n,{contentTitle:()=>o,default:()=>c,frontMatter:()=>a,metadata:()=>i,toc:()=>l});const i=JSON.parse('{"type":"api","id":"simplified-run-flow","title":"Simplified Run Flow","description":"","slug":"/simplified-run-flow","frontMatter":{},"api":{"tags":["Base"],"description":"Executes a specified flow by ID with support for streaming and telemetry.\\n\\nThis endpoint executes a flow identified by ID or name, with options for streaming the response\\nand tracking execution metrics. It handles both streaming and non-streaming execution modes.\\n\\nArgs:\\n background_tasks (BackgroundTasks): FastAPI background task manager\\n flow (FlowRead | None): The flow to execute, loaded via dependency\\n input_request (SimplifiedAPIRequest | None): Input parameters for the flow\\n stream (bool): Whether to stream the response\\n api_key_user (UserRead): Authenticated user from API key\\n request (Request): The incoming HTTP request\\n\\nReturns:\\n Union[StreamingResponse, RunResponse]: Either a streaming response for real-time results\\n or a RunResponse with the complete execution results\\n\\nRaises:\\n HTTPException: For flow not found (404) or invalid input (400)\\n APIException: For internal execution errors (500)\\n\\nNotes:\\n - Supports both streaming and non-streaming execution modes\\n - Tracks execution time and success/failure via telemetry\\n - Handles graceful client disconnection in streaming mode\\n - Provides detailed error handling with appropriate HTTP status codes\\n - In streaming mode, uses EventManager to handle events:\\n - \\"add_message\\": New messages during execution\\n - \\"token\\": Individual tokens during streaming\\n - \\"end\\": Final execution result","operationId":"simplified_run_flow_api_v1_run__flow_id_or_name__post","security":[{"API key query":[]},{"API key header":[]}],"parameters":[{"name":"flow_id_or_name","in":"path","required":true,"schema":{"type":"string","title":"Flow Id Or Name"}},{"name":"stream","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Stream"}},{"name":"user_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"string","format":"uuid"},{"type":"null"}],"title":"User Id"}}],"requestBody":{"content":{"application/json":{"schema":{"anyOf":[{"properties":{"input_value":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Input Value","description":"The input value"},"input_type":{"anyOf":[{"type":"string","enum":["chat","text","any"]},{"type":"null"}],"title":"Input Type","description":"The input type","default":"chat"},"output_type":{"anyOf":[{"type":"string","enum":["chat","text","any","debug"]},{"type":"null"}],"title":"Output Type","description":"The output type","default":"chat"},"output_component":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Output Component","description":"If there are multiple output components, you can specify the component to get the output from.","default":""},"tweaks":{"anyOf":[{"additionalProperties":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"object","title":"Tweaks","description":"A dictionary of tweaks to adjust the flow\'s execution. Allows customizing flow behavior dynamically. All tweaks are overridden by the input values.","examples":[{"Component Name":{"parameter_name":"value"},"component_id":{"parameter_name":"value"},"parameter_name":"value"}]},{"type":"null"}],"description":"The tweaks"},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id","description":"The session id"}},"type":"object","title":"SimplifiedAPIRequest"},{"type":"null"}],"title":"Input Request"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"properties":{"detail":{"items":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"}}}}},"method":"post","path":"/api/v1/run/{flow_id_or_name}","securitySchemes":{"OAuth2PasswordBearer":{"type":"oauth2","flows":{"password":{"scopes":{},"tokenUrl":"api/v1/login"}}},"API key query":{"type":"apiKey","in":"query","name":"x-api-key"},"API key header":{"type":"apiKey","in":"header","name":"x-api-key"}},"info":{"title":"Langflow","version":"1.2.0"},"postman":{"name":"Simplified Run Flow","description":{"content":"Executes a specified flow by ID with support for streaming and telemetry.\\n\\nThis endpoint executes a flow identified by ID or name, with options for streaming the response\\nand tracking execution metrics. It handles both streaming and non-streaming execution modes.\\n\\nArgs:\\n background_tasks (BackgroundTasks): FastAPI background task manager\\n flow (FlowRead | None): The flow to execute, loaded via dependency\\n input_request (SimplifiedAPIRequest | None): Input parameters for the flow\\n stream (bool): Whether to stream the response\\n api_key_user (UserRead): Authenticated user from API key\\n request (Request): The incoming HTTP request\\n\\nReturns:\\n Union[StreamingResponse, RunResponse]: Either a streaming response for real-time results\\n or a RunResponse with the complete execution results\\n\\nRaises:\\n HTTPException: For flow not found (404) or invalid input (400)\\n APIException: For internal execution errors (500)\\n\\nNotes:\\n - Supports both streaming and non-streaming execution modes\\n - Tracks execution time and success/failure via telemetry\\n - Handles graceful client disconnection in streaming mode\\n - Provides detailed error handling with appropriate HTTP status codes\\n - In streaming mode, uses EventManager to handle events:\\n - \\"add_message\\": New messages during execution\\n - \\"token\\": Individual tokens during streaming\\n - \\"end\\": Final execution result","type":"text/plain"},"url":{"path":["api","v1","run",":flow_id_or_name"],"host":["{{baseUrl}}"],"query":[{"disabled":false,"key":"stream","value":"false"},{"disabled":false,"key":"user_id","value":""}],"variable":[{"disabled":false,"description":{"content":"(Required) ","type":"text/plain"},"type":"any","value":"","key":"flow_id_or_name"}]},"header":[{"key":"Content-Type","value":"application/json"},{"key":"Accept","value":"application/json"}],"method":"POST","body":{"mode":"raw","raw":"{\\n \\"input_value\\": \\"\\",\\n \\"input_type\\": \\"\\",\\n \\"output_type\\": \\"\\",\\n \\"output_component\\": \\"\\",\\n \\"tweaks\\": {\\n \\"dolor_3\\": \\"\\",\\n \\"ullamco99\\": \\"\\"\\n },\\n \\"session_id\\": \\"\\"\\n}","options":{"raw":{"language":"json"}}},"auth":{"type":"apikey","apikey":[{"type":"any","value":"x-api-key","key":"key"},{"type":"any","value":"{{apiKey}}","key":"value"},{"type":"any","value":"query","key":"in"}]}}},"source":"@site/openapi.json","sourceDirName":".","permalink":"/api/simplified-run-flow","previous":{"title":"Get All","permalink":"/api/get-all"},"next":{"title":"Webhook Run Flow","permalink":"/api/webhook-run-flow"}}');var s=t(74848),r=t(28453);const a={},o="Simplified Run Flow",l=[];function d(e){const n={h1:"h1",header:"header",li:"li",p:"p",ul:"ul",...(0,r.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.header,{children:(0,s.jsx)(n.h1,{id:"simplified-run-flow",children:"Simplified Run Flow"})}),"\n",(0,s.jsx)(n.p,{children:"Executes a specified flow by ID with support for streaming and telemetry."}),"\n",(0,s.jsx)(n.p,{children:"This endpoint executes a flow identified by ID or name, with options for streaming the response\nand tracking execution metrics. It handles both streaming and non-streaming execution modes."}),"\n",(0,s.jsx)(n.p,{children:"Args:\nbackground_tasks (BackgroundTasks): FastAPI background task manager\nflow (FlowRead | None): The flow to execute, loaded via dependency\ninput_request (SimplifiedAPIRequest | None): Input parameters for the flow\nstream (bool): Whether to stream the response\napi_key_user (UserRead): Authenticated user from API key\nrequest (Request): The incoming HTTP request"}),"\n",(0,s.jsx)(n.p,{children:"Returns:\nUnion[StreamingResponse, RunResponse]: Either a streaming response for real-time results\nor a RunResponse with the complete execution results"}),"\n",(0,s.jsx)(n.p,{children:"Raises:\nHTTPException: For flow not found (404) or invalid input (400)\nAPIException: For internal execution errors (500)"}),"\n",(0,s.jsx)(n.p,{children:"Notes:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Supports both streaming and non-streaming execution modes"}),"\n",(0,s.jsx)(n.li,{children:"Tracks execution time and success/failure via telemetry"}),"\n",(0,s.jsx)(n.li,{children:"Handles graceful client disconnection in streaming mode"}),"\n",(0,s.jsx)(n.li,{children:"Provides detailed error handling with appropriate HTTP status codes"}),"\n",(0,s.jsxs)(n.li,{children:["In streaming mode, uses EventManager to handle events:","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:'"add_message": New messages during execution'}),"\n",(0,s.jsx)(n.li,{children:'"token": Individual tokens during streaming'}),"\n",(0,s.jsx)(n.li,{children:'"end": Final execution result'}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Path Parameters"})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"flow_id_or_name"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Flow Id Or Name"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-required)"},children:" REQUIRED"})]})})})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Query Parameters"})})}),(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"stream"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Stream"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"user_id"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" User Id"})]})})]})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Request Body "}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("td",{children:(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined"})})})})]}),"\n",(0,s.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("th",{style:{textAlign:"left"},children:"Responses"})})}),(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsxs)("div",{style:{display:"flex"},children:[(0,s.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,s.jsx)("code",{children:"200"})}),(0,s.jsx)("div",{children:(0,s.jsx)(n.p,{children:"Successful Response"})})]}),(0,s.jsx)("div",{children:(0,s.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Schema "}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsx)("td",{children:(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined"})})})})]})})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsxs)("div",{style:{display:"flex"},children:[(0,s.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,s.jsx)("code",{children:"422"})}),(0,s.jsx)("div",{children:(0,s.jsx)(n.p,{children:"Validation Error"})})]}),(0,s.jsx)("div",{children:(0,s.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,s.jsx)("thead",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("th",{style:{textAlign:"left"},children:[(0,s.jsx)("span",{children:"Schema "}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("div",{})]})})}),(0,s.jsx)("tbody",{children:(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"detail"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" object[]"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,s.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,s.jsx)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:(0,s.jsxs)("tbody",{children:[(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"loc"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" undefined[]"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"msg"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Message"})]})}),(0,s.jsx)("tr",{children:(0,s.jsxs)("td",{children:[(0,s.jsx)("code",{children:"type"}),(0,s.jsx)("span",{style:{opacity:"0.6"},children:" Error Type"})]})})]})})]})})})]})})]})})]})]})]})}function c(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(d,{...e})}):d(e)}}}]); \ No newline at end of file diff --git a/assets/js/e6c6a4d2.c667ce71.js b/assets/js/e6c6a4d2.f9166950.js similarity index 56% rename from assets/js/e6c6a4d2.c667ce71.js rename to assets/js/e6c6a4d2.f9166950.js index eb82448d82..17533934f4 100644 --- a/assets/js/e6c6a4d2.c667ce71.js +++ b/assets/js/e6c6a4d2.f9166950.js @@ -1 +1 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[8504],{28453:(e,t,n)=>{n.d(t,{R:()=>a,x:()=>l});var s=n(96540);const i={},o=s.createContext(i);function a(e){const t=s.useContext(o);return s.useMemo((function(){return"function"==typeof e?e(t):{...t,...e}}),[t,e])}function l(e){let t;return t=e.disableParentContext?"function"==typeof e.components?e.components(i):e.components||i:a(e.components),s.createElement(o.Provider,{value:t},e.children)}},94910:(e,t,n)=>{n.r(t),n.d(t,{contentTitle:()=>l,default:()=>d,frontMatter:()=>a,metadata:()=>s,toc:()=>r});const s=JSON.parse('{"type":"api","id":"experimental-run-flow","title":"Experimental Run Flow","description":"","slug":"/experimental-run-flow","frontMatter":{},"api":{"tags":["Base"],"description":"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability.\\n\\nThis endpoint supports running flows with caching to enhance performance and efficiency.\\n\\n### Parameters:\\n- `flow_id` (str): The unique identifier of the flow to be executed.\\n- `inputs` (List[InputValueRequest], optional): A list of inputs specifying the input values and components\\n for the flow. Each input can target specific components and provide custom values.\\n- `outputs` (List[str], optional): A list of output names to retrieve from the executed flow.\\n If not provided, all outputs are returned.\\n- `tweaks` (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\\n The tweaks can be used to modify the flow\'s parameters and components.\\n Tweaks can be overridden by the input values.\\n- `stream` (bool, optional): Specifies whether the results should be streamed. Defaults to False.\\n- `session_id` (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\\n execution.\\n- `api_key_user` (User): The user associated with the current API key. Automatically resolved from the API key.\\n\\n### Returns:\\nA `RunResponse` object containing the selected outputs (or all if not specified) of the executed flow\\nand the session ID.\\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input.\\n\\n### Raises:\\nHTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\\nflow execution.\\n\\n### Example usage:\\n```json\\nPOST /run/{flow_id}\\nx-api-key: YOUR_API_KEY\\nPayload:\\n{\\n \\"inputs\\": [\\n {\\"components\\": [\\"component1\\"], \\"input_value\\": \\"value1\\"},\\n {\\"components\\": [\\"component3\\"], \\"input_value\\": \\"value2\\"}\\n ],\\n \\"outputs\\": [\\"Component Name\\", \\"component_id\\"],\\n \\"tweaks\\": {\\"parameter_name\\": \\"value\\", \\"Component Name\\": {\\"parameter_name\\": \\"value\\"}, \\"component_id\\": {\\"parameter_name\\": \\"value\\"}}\\n \\"stream\\": false\\n}\\n```\\n\\nThis endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\\ncatering to diverse application requirements.","operationId":"experimental_run_flow_api_v1_run_advanced__flow_id__post","security":[{"API key query":[]},{"API key header":[]}],"parameters":[{"name":"flow_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Flow Id"}}],"requestBody":{"content":{"application/json":{"schema":{"properties":{"inputs":{"anyOf":[{"items":{"properties":{"components":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Components","default":[]},"input_value":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Input Value"},"session":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session"},"type":{"anyOf":[{"type":"string","enum":["chat","text","any"]},{"type":"null"}],"title":"Type","description":"Defines on which components the input value should be applied. \'any\' applies to all input components.","default":"any"}},"additionalProperties":false,"type":"object","title":"InputValueRequest","examples":[{"components":["components_id","Component Name"],"input_value":"input_value","session":"session_id"},{"components":["Component Name"],"input_value":"input_value"},{"input_value":"input_value"},{"components":["Component Name"],"input_value":"input_value","session":"session_id"},{"input_value":"input_value","session":"session_id"},{"input_value":"input_value","type":"chat"},{"input_value":"{\\"key\\": \\"value\\"}","type":"json"}]},"type":"array"},{"type":"null"}],"title":"Inputs"},"outputs":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Outputs"},"tweaks":{"anyOf":[{"additionalProperties":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"object","title":"Tweaks","description":"A dictionary of tweaks to adjust the flow\'s execution. Allows customizing flow behavior dynamically. All tweaks are overridden by the input values.","examples":[{"Component Name":{"parameter_name":"value"},"component_id":{"parameter_name":"value"},"parameter_name":"value"}]},{"type":"null"}]},"stream":{"type":"boolean","title":"Stream","default":false},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"}},"type":"object","title":"Body_experimental_run_flow_api_v1_run_advanced__flow_id__post"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"properties":{"outputs":{"anyOf":[{"items":{"properties":{"inputs":{"type":"object","title":"Inputs"},"outputs":{"items":{"anyOf":[{"properties":{"results":{"anyOf":[{},{"type":"null"}],"title":"Results"},"artifacts":{"anyOf":[{},{"type":"null"}],"title":"Artifacts"},"outputs":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Outputs"},"logs":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Logs"},"messages":{"anyOf":[{"items":{"properties":{"message":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"array"}],"title":"Message"},"sender":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Sender","default":"Machine"},"sender_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Sender Name","default":"AI"},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"},"stream_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Stream Url"},"component_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Id"},"files":{"items":{"properties":{"path":{"type":"string","title":"Path"},"name":{"type":"string","title":"Name"},"type":{"type":"string","title":"Type"}},"type":"object","required":["path","name","type"],"title":"File","description":"File schema."},"type":"array","title":"Files","default":[]},"type":{"type":"string","title":"Type"}},"type":"object","required":["message","type"],"title":"ChatOutputResponse","description":"Chat output response schema."},"type":"array"},{"type":"null"}],"title":"Messages"},"timedelta":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Timedelta"},"duration":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Duration"},"component_display_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Display Name"},"component_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Id"},"used_frozen_result":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Used Frozen Result","default":false}},"type":"object","title":"ResultData"},{"type":"null"}]},"type":"array","title":"Outputs"}},"type":"object","title":"RunOutputs"},"type":"array"},{"type":"null"}],"title":"Outputs","default":[]},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"}},"type":"object","title":"RunResponse","description":"Run response schema."}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"properties":{"detail":{"items":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"}}}}},"method":"post","path":"/api/v1/run/advanced/{flow_id}","securitySchemes":{"OAuth2PasswordBearer":{"type":"oauth2","flows":{"password":{"scopes":{},"tokenUrl":"api/v1/login"}}},"API key query":{"type":"apiKey","in":"query","name":"x-api-key"},"API key header":{"type":"apiKey","in":"header","name":"x-api-key"}},"jsonRequestBodyExample":{"stream":false},"info":{"title":"Langflow","version":"1.2.0"},"postman":{"name":"Experimental Run Flow","description":{"content":"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability.\\n\\nThis endpoint supports running flows with caching to enhance performance and efficiency.\\n\\n### Parameters:\\n- `flow_id` (str): The unique identifier of the flow to be executed.\\n- `inputs` (List[InputValueRequest], optional): A list of inputs specifying the input values and components\\n for the flow. Each input can target specific components and provide custom values.\\n- `outputs` (List[str], optional): A list of output names to retrieve from the executed flow.\\n If not provided, all outputs are returned.\\n- `tweaks` (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\\n The tweaks can be used to modify the flow\'s parameters and components.\\n Tweaks can be overridden by the input values.\\n- `stream` (bool, optional): Specifies whether the results should be streamed. Defaults to False.\\n- `session_id` (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\\n execution.\\n- `api_key_user` (User): The user associated with the current API key. Automatically resolved from the API key.\\n\\n### Returns:\\nA `RunResponse` object containing the selected outputs (or all if not specified) of the executed flow\\nand the session ID.\\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input.\\n\\n### Raises:\\nHTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\\nflow execution.\\n\\n### Example usage:\\n```json\\nPOST /run/{flow_id}\\nx-api-key: YOUR_API_KEY\\nPayload:\\n{\\n \\"inputs\\": [\\n {\\"components\\": [\\"component1\\"], \\"input_value\\": \\"value1\\"},\\n {\\"components\\": [\\"component3\\"], \\"input_value\\": \\"value2\\"}\\n ],\\n \\"outputs\\": [\\"Component Name\\", \\"component_id\\"],\\n \\"tweaks\\": {\\"parameter_name\\": \\"value\\", \\"Component Name\\": {\\"parameter_name\\": \\"value\\"}, \\"component_id\\": {\\"parameter_name\\": \\"value\\"}}\\n \\"stream\\": false\\n}\\n```\\n\\nThis endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\\ncatering to diverse application requirements.","type":"text/plain"},"url":{"path":["api","v1","run","advanced",":flow_id"],"host":["{{baseUrl}}"],"query":[],"variable":[{"disabled":false,"description":{"content":"(Required) ","type":"text/plain"},"type":"any","value":"","key":"flow_id"}]},"header":[{"key":"Content-Type","value":"application/json"},{"key":"Accept","value":"application/json"}],"method":"POST","body":{"mode":"raw","raw":"{\\n \\"inputs\\": [\\n {\\n \\"components\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"input_value\\": \\"\\",\\n \\"session\\": \\"\\",\\n \\"type\\": \\"\\"\\n },\\n {\\n \\"components\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"input_value\\": \\"\\",\\n \\"session\\": \\"\\",\\n \\"type\\": \\"\\"\\n }\\n ],\\n \\"outputs\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"tweaks\\": {\\n \\"minim_9e_\\": \\"\\",\\n \\"reprehenderit4\\": \\"\\",\\n \\"anim__c9\\": \\"\\"\\n },\\n \\"stream\\": false,\\n \\"session_id\\": \\"\\"\\n}","options":{"raw":{"language":"json"}}},"auth":{"type":"apikey","apikey":[{"type":"any","value":"x-api-key","key":"key"},{"type":"any","value":"{{apiKey}}","key":"value"},{"type":"any","value":"query","key":"in"}]}}},"source":"@site/openapi.json","sourceDirName":".","permalink":"/api/experimental-run-flow","previous":{"title":"Webhook Run Flow","permalink":"/api/webhook-run-flow"},"next":{"title":"Process","permalink":"/api/process"}}');var i=n(74848),o=n(28453);const a={},l="Experimental Run Flow",r=[{value:"Parameters:",id:"parameters",level:3},{value:"Returns:",id:"returns",level:3},{value:"Raises:",id:"raises",level:3},{value:"Example usage:",id:"example-usage",level:3}];function p(e){const t={code:"code",h1:"h1",h3:"h3",header:"header",li:"li",p:"p",pre:"pre",ul:"ul",...(0,o.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(t.header,{children:(0,i.jsx)(t.h1,{id:"experimental-run-flow",children:"Experimental Run Flow"})}),"\n",(0,i.jsx)(t.p,{children:"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability."}),"\n",(0,i.jsx)(t.p,{children:"This endpoint supports running flows with caching to enhance performance and efficiency."}),"\n",(0,i.jsx)(t.h3,{id:"parameters",children:"Parameters:"}),"\n",(0,i.jsxs)(t.ul,{children:["\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"flow_id"})," (str): The unique identifier of the flow to be executed."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"inputs"})," (List[InputValueRequest], optional): A list of inputs specifying the input values and components\nfor the flow. Each input can target specific components and provide custom values."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"outputs"})," (List[str], optional): A list of output names to retrieve from the executed flow.\nIf not provided, all outputs are returned."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"tweaks"})," (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\nThe tweaks can be used to modify the flow's parameters and components.\nTweaks can be overridden by the input values."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"stream"})," (bool, optional): Specifies whether the results should be streamed. Defaults to False."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"session_id"})," (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\nexecution."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"api_key_user"})," (User): The user associated with the current API key. Automatically resolved from the API key."]}),"\n"]}),"\n",(0,i.jsx)(t.h3,{id:"returns",children:"Returns:"}),"\n",(0,i.jsxs)(t.p,{children:["A ",(0,i.jsx)(t.code,{children:"RunResponse"})," object containing the selected outputs (or all if not specified) of the executed flow\nand the session ID.\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input."]}),"\n",(0,i.jsx)(t.h3,{id:"raises",children:"Raises:"}),"\n",(0,i.jsx)(t.p,{children:"HTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\nflow execution."}),"\n",(0,i.jsx)(t.h3,{id:"example-usage",children:"Example usage:"}),"\n",(0,i.jsx)(t.pre,{children:(0,i.jsx)(t.code,{className:"language-json",children:'POST /run/{flow_id}\nx-api-key: YOUR_API_KEY\nPayload:\n{\n "inputs": [\n {"components": ["component1"], "input_value": "value1"},\n {"components": ["component3"], "input_value": "value2"}\n ],\n "outputs": ["Component Name", "component_id"],\n "tweaks": {"parameter_name": "value", "Component Name": {"parameter_name": "value"}, "component_id": {"parameter_name": "value"}}\n "stream": false\n}\n'})}),"\n",(0,i.jsx)(t.p,{children:"This endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\ncatering to diverse application requirements."}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsx)("th",{style:{textAlign:"left"},children:"Path Parameters"})})}),(0,i.jsx)("tbody",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"flow_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" uuid"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-required)"},children:" REQUIRED"})]})})})]}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Request Body "}),(0,i.jsx)("div",{})]})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"inputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Inputs"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Outputs"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"tweaks"}),(0,i.jsx)("span",{style:{opacity:"0.6"}})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"stream"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Stream"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"session_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Session Id"})]})})]})]}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsx)("th",{style:{textAlign:"left"},children:"Responses"})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsxs)("div",{style:{display:"flex"},children:[(0,i.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,i.jsx)("code",{children:"200"})}),(0,i.jsx)("div",{children:(0,i.jsx)(t.p,{children:"Successful Response"})})]}),(0,i.jsx)("div",{children:(0,i.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Schema "}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("div",{})]})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"session_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Session Id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"})]})})]})]})})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsxs)("div",{style:{display:"flex"},children:[(0,i.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,i.jsx)("code",{children:"422"})}),(0,i.jsx)("div",{children:(0,i.jsx)(t.p,{children:"Validation Error"})})]}),(0,i.jsx)("div",{children:(0,i.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Schema "}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("div",{})]})})}),(0,i.jsx)("tbody",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"detail"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" object[]"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"loc"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" undefined[]"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"msg"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Message"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"type"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Error Type"})]})})]})})]})})})]})})]})})]})]})]})}function d(e={}){const{wrapper:t}={...(0,o.R)(),...e.components};return t?(0,i.jsx)(t,{...e,children:(0,i.jsx)(p,{...e})}):p(e)}}}]); \ No newline at end of file +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[8504],{28453:(e,t,n)=>{n.d(t,{R:()=>a,x:()=>l});var s=n(96540);const i={},o=s.createContext(i);function a(e){const t=s.useContext(o);return s.useMemo((function(){return"function"==typeof e?e(t):{...t,...e}}),[t,e])}function l(e){let t;return t=e.disableParentContext?"function"==typeof e.components?e.components(i):e.components||i:a(e.components),s.createElement(o.Provider,{value:t},e.children)}},94910:(e,t,n)=>{n.r(t),n.d(t,{contentTitle:()=>l,default:()=>d,frontMatter:()=>a,metadata:()=>s,toc:()=>r});const s=JSON.parse('{"type":"api","id":"experimental-run-flow","title":"Experimental Run Flow","description":"","slug":"/experimental-run-flow","frontMatter":{},"api":{"tags":["Base"],"description":"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability.\\n\\nThis endpoint supports running flows with caching to enhance performance and efficiency.\\n\\n### Parameters:\\n- `flow_id` (str): The unique identifier of the flow to be executed.\\n- `inputs` (List[InputValueRequest], optional): A list of inputs specifying the input values and components\\n for the flow. Each input can target specific components and provide custom values.\\n- `outputs` (List[str], optional): A list of output names to retrieve from the executed flow.\\n If not provided, all outputs are returned.\\n- `tweaks` (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\\n The tweaks can be used to modify the flow\'s parameters and components.\\n Tweaks can be overridden by the input values.\\n- `stream` (bool, optional): Specifies whether the results should be streamed. Defaults to False.\\n- `session_id` (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\\n execution.\\n- `api_key_user` (User): The user associated with the current API key. Automatically resolved from the API key.\\n\\n### Returns:\\nA `RunResponse` object containing the selected outputs (or all if not specified) of the executed flow\\nand the session ID.\\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input.\\n\\n### Raises:\\nHTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\\nflow execution.\\n\\n### Example usage:\\n```json\\nPOST /run/{flow_id}\\nx-api-key: YOUR_API_KEY\\nPayload:\\n{\\n \\"inputs\\": [\\n {\\"components\\": [\\"component1\\"], \\"input_value\\": \\"value1\\"},\\n {\\"components\\": [\\"component3\\"], \\"input_value\\": \\"value2\\"}\\n ],\\n \\"outputs\\": [\\"Component Name\\", \\"component_id\\"],\\n \\"tweaks\\": {\\"parameter_name\\": \\"value\\", \\"Component Name\\": {\\"parameter_name\\": \\"value\\"}, \\"component_id\\": {\\"parameter_name\\": \\"value\\"}}\\n \\"stream\\": false\\n}\\n```\\n\\nThis endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\\ncatering to diverse application requirements.","operationId":"experimental_run_flow_api_v1_run_advanced__flow_id__post","security":[{"API key query":[]},{"API key header":[]}],"parameters":[{"name":"flow_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Flow Id"}}],"requestBody":{"content":{"application/json":{"schema":{"properties":{"inputs":{"anyOf":[{"items":{"properties":{"components":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Components","default":[]},"input_value":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Input Value"},"session":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session"},"type":{"anyOf":[{"type":"string","enum":["chat","text","any"]},{"type":"null"}],"title":"Type","description":"Defines on which components the input value should be applied. \'any\' applies to all input components.","default":"any"}},"additionalProperties":false,"type":"object","title":"InputValueRequest","examples":[{"components":["components_id","Component Name"],"input_value":"input_value","session":"session_id"},{"components":["Component Name"],"input_value":"input_value"},{"input_value":"input_value"},{"components":["Component Name"],"input_value":"input_value","session":"session_id"},{"input_value":"input_value","session":"session_id"},{"input_value":"input_value","type":"chat"},{"input_value":"{\\"key\\": \\"value\\"}","type":"json"}]},"type":"array"},{"type":"null"}],"title":"Inputs"},"outputs":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Outputs"},"tweaks":{"anyOf":[{"additionalProperties":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"object","title":"Tweaks","description":"A dictionary of tweaks to adjust the flow\'s execution. Allows customizing flow behavior dynamically. All tweaks are overridden by the input values.","examples":[{"Component Name":{"parameter_name":"value"},"component_id":{"parameter_name":"value"},"parameter_name":"value"}]},{"type":"null"}]},"stream":{"type":"boolean","title":"Stream","default":false},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"}},"type":"object","title":"Body_experimental_run_flow_api_v1_run_advanced__flow_id__post"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"properties":{"outputs":{"anyOf":[{"items":{"properties":{"inputs":{"type":"object","title":"Inputs"},"outputs":{"items":{"anyOf":[{"properties":{"results":{"anyOf":[{},{"type":"null"}],"title":"Results"},"artifacts":{"anyOf":[{},{"type":"null"}],"title":"Artifacts"},"outputs":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Outputs"},"logs":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Logs"},"messages":{"anyOf":[{"items":{"properties":{"message":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"type":"string"},{"type":"object"}]},"type":"array"}],"title":"Message"},"sender":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Sender","default":"Machine"},"sender_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Sender Name","default":"AI"},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"},"stream_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Stream Url"},"component_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Id"},"files":{"items":{"properties":{"path":{"type":"string","title":"Path"},"name":{"type":"string","title":"Name"},"type":{"type":"string","title":"Type"}},"type":"object","required":["path","name","type"],"title":"File","description":"File schema."},"type":"array","title":"Files","default":[]},"type":{"type":"string","title":"Type"}},"type":"object","required":["message","type"],"title":"ChatOutputResponse","description":"Chat output response schema."},"type":"array"},{"type":"null"}],"title":"Messages"},"timedelta":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Timedelta"},"duration":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Duration"},"component_display_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Display Name"},"component_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Component Id"},"used_frozen_result":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Used Frozen Result","default":false}},"type":"object","title":"ResultData"},{"type":"null"}]},"type":"array","title":"Outputs"}},"type":"object","title":"RunOutputs"},"type":"array"},{"type":"null"}],"title":"Outputs","default":[]},"session_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Session Id"}},"type":"object","title":"RunResponse","description":"Run response schema."}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"properties":{"detail":{"items":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"}}}}},"method":"post","path":"/api/v1/run/advanced/{flow_id}","securitySchemes":{"OAuth2PasswordBearer":{"type":"oauth2","flows":{"password":{"scopes":{},"tokenUrl":"api/v1/login"}}},"API key query":{"type":"apiKey","in":"query","name":"x-api-key"},"API key header":{"type":"apiKey","in":"header","name":"x-api-key"}},"jsonRequestBodyExample":{"stream":false},"info":{"title":"Langflow","version":"1.2.0"},"postman":{"name":"Experimental Run Flow","description":{"content":"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability.\\n\\nThis endpoint supports running flows with caching to enhance performance and efficiency.\\n\\n### Parameters:\\n- `flow_id` (str): The unique identifier of the flow to be executed.\\n- `inputs` (List[InputValueRequest], optional): A list of inputs specifying the input values and components\\n for the flow. Each input can target specific components and provide custom values.\\n- `outputs` (List[str], optional): A list of output names to retrieve from the executed flow.\\n If not provided, all outputs are returned.\\n- `tweaks` (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\\n The tweaks can be used to modify the flow\'s parameters and components.\\n Tweaks can be overridden by the input values.\\n- `stream` (bool, optional): Specifies whether the results should be streamed. Defaults to False.\\n- `session_id` (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\\n execution.\\n- `api_key_user` (User): The user associated with the current API key. Automatically resolved from the API key.\\n\\n### Returns:\\nA `RunResponse` object containing the selected outputs (or all if not specified) of the executed flow\\nand the session ID.\\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input.\\n\\n### Raises:\\nHTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\\nflow execution.\\n\\n### Example usage:\\n```json\\nPOST /run/{flow_id}\\nx-api-key: YOUR_API_KEY\\nPayload:\\n{\\n \\"inputs\\": [\\n {\\"components\\": [\\"component1\\"], \\"input_value\\": \\"value1\\"},\\n {\\"components\\": [\\"component3\\"], \\"input_value\\": \\"value2\\"}\\n ],\\n \\"outputs\\": [\\"Component Name\\", \\"component_id\\"],\\n \\"tweaks\\": {\\"parameter_name\\": \\"value\\", \\"Component Name\\": {\\"parameter_name\\": \\"value\\"}, \\"component_id\\": {\\"parameter_name\\": \\"value\\"}}\\n \\"stream\\": false\\n}\\n```\\n\\nThis endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\\ncatering to diverse application requirements.","type":"text/plain"},"url":{"path":["api","v1","run","advanced",":flow_id"],"host":["{{baseUrl}}"],"query":[],"variable":[{"disabled":false,"description":{"content":"(Required) ","type":"text/plain"},"type":"any","value":"","key":"flow_id"}]},"header":[{"key":"Content-Type","value":"application/json"},{"key":"Accept","value":"application/json"}],"method":"POST","body":{"mode":"raw","raw":"{\\n \\"inputs\\": [\\n {\\n \\"components\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"input_value\\": \\"\\",\\n \\"session\\": \\"\\",\\n \\"type\\": \\"\\"\\n },\\n {\\n \\"components\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"input_value\\": \\"\\",\\n \\"session\\": \\"\\",\\n \\"type\\": \\"\\"\\n }\\n ],\\n \\"outputs\\": [\\n \\"\\",\\n \\"\\"\\n ],\\n \\"tweaks\\": {\\n \\"pariatur57f\\": \\"\\",\\n \\"eiusmod7\\": \\"\\"\\n },\\n \\"stream\\": false,\\n \\"session_id\\": \\"\\"\\n}","options":{"raw":{"language":"json"}}},"auth":{"type":"apikey","apikey":[{"type":"any","value":"x-api-key","key":"key"},{"type":"any","value":"{{apiKey}}","key":"value"},{"type":"any","value":"query","key":"in"}]}}},"source":"@site/openapi.json","sourceDirName":".","permalink":"/api/experimental-run-flow","previous":{"title":"Webhook Run Flow","permalink":"/api/webhook-run-flow"},"next":{"title":"Process","permalink":"/api/process"}}');var i=n(74848),o=n(28453);const a={},l="Experimental Run Flow",r=[{value:"Parameters:",id:"parameters",level:3},{value:"Returns:",id:"returns",level:3},{value:"Raises:",id:"raises",level:3},{value:"Example usage:",id:"example-usage",level:3}];function p(e){const t={code:"code",h1:"h1",h3:"h3",header:"header",li:"li",p:"p",pre:"pre",ul:"ul",...(0,o.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(t.header,{children:(0,i.jsx)(t.h1,{id:"experimental-run-flow",children:"Experimental Run Flow"})}),"\n",(0,i.jsx)(t.p,{children:"Executes a specified flow by ID with optional input values, output selection, tweaks, and streaming capability."}),"\n",(0,i.jsx)(t.p,{children:"This endpoint supports running flows with caching to enhance performance and efficiency."}),"\n",(0,i.jsx)(t.h3,{id:"parameters",children:"Parameters:"}),"\n",(0,i.jsxs)(t.ul,{children:["\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"flow_id"})," (str): The unique identifier of the flow to be executed."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"inputs"})," (List[InputValueRequest], optional): A list of inputs specifying the input values and components\nfor the flow. Each input can target specific components and provide custom values."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"outputs"})," (List[str], optional): A list of output names to retrieve from the executed flow.\nIf not provided, all outputs are returned."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"tweaks"})," (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\nThe tweaks can be used to modify the flow's parameters and components.\nTweaks can be overridden by the input values."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"stream"})," (bool, optional): Specifies whether the results should be streamed. Defaults to False."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"session_id"})," (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\nexecution."]}),"\n",(0,i.jsxs)(t.li,{children:[(0,i.jsx)(t.code,{children:"api_key_user"})," (User): The user associated with the current API key. Automatically resolved from the API key."]}),"\n"]}),"\n",(0,i.jsx)(t.h3,{id:"returns",children:"Returns:"}),"\n",(0,i.jsxs)(t.p,{children:["A ",(0,i.jsx)(t.code,{children:"RunResponse"})," object containing the selected outputs (or all if not specified) of the executed flow\nand the session ID.\nThe structure of the response accommodates multiple inputs, providing a nested list of outputs for each input."]}),"\n",(0,i.jsx)(t.h3,{id:"raises",children:"Raises:"}),"\n",(0,i.jsx)(t.p,{children:"HTTPException: Indicates issues with finding the specified flow, invalid input formats, or internal errors during\nflow execution."}),"\n",(0,i.jsx)(t.h3,{id:"example-usage",children:"Example usage:"}),"\n",(0,i.jsx)(t.pre,{children:(0,i.jsx)(t.code,{className:"language-json",children:'POST /run/{flow_id}\nx-api-key: YOUR_API_KEY\nPayload:\n{\n "inputs": [\n {"components": ["component1"], "input_value": "value1"},\n {"components": ["component3"], "input_value": "value2"}\n ],\n "outputs": ["Component Name", "component_id"],\n "tweaks": {"parameter_name": "value", "Component Name": {"parameter_name": "value"}, "component_id": {"parameter_name": "value"}}\n "stream": false\n}\n'})}),"\n",(0,i.jsx)(t.p,{children:"This endpoint facilitates complex flow executions with customized inputs, outputs, and configurations,\ncatering to diverse application requirements."}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsx)("th",{style:{textAlign:"left"},children:"Path Parameters"})})}),(0,i.jsx)("tbody",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"flow_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" uuid"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-required)"},children:" REQUIRED"})]})})})]}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Request Body "}),(0,i.jsx)("div",{})]})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"inputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Inputs"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Outputs"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"tweaks"}),(0,i.jsx)("span",{style:{opacity:"0.6"}})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"stream"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Stream"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"session_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Session Id"})]})})]})]}),"\n",(0,i.jsxs)("table",{style:{display:"table",width:"100%"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsx)("th",{style:{textAlign:"left"},children:"Responses"})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsxs)("div",{style:{display:"flex"},children:[(0,i.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,i.jsx)("code",{children:"200"})}),(0,i.jsx)("div",{children:(0,i.jsx)(t.p,{children:"Successful Response"})})]}),(0,i.jsx)("div",{children:(0,i.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Schema "}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("div",{})]})})}),(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Outputs"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"session_id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Session Id"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"})]})})]})]})})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsxs)("div",{style:{display:"flex"},children:[(0,i.jsx)("div",{style:{marginRight:"var(--ifm-table-cell-padding)"},children:(0,i.jsx)("code",{children:"422"})}),(0,i.jsx)("div",{children:(0,i.jsx)(t.p,{children:"Validation Error"})})]}),(0,i.jsx)("div",{children:(0,i.jsxs)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:[(0,i.jsx)("thead",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("th",{style:{textAlign:"left"},children:[(0,i.jsx)("span",{children:"Schema "}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("div",{})]})})}),(0,i.jsx)("tbody",{children:(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"detail"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" object[]"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" \u2014 "}),(0,i.jsx)("strong",{style:{fontSize:"var(--ifm-code-font-size)",color:"var(--openapi-optional)"},children:" OPTIONAL"}),(0,i.jsx)("table",{style:{display:"table",width:"100%",marginTop:"var(--ifm-table-cell-padding)",marginBottom:"0px"},children:(0,i.jsxs)("tbody",{children:[(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"loc"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" undefined[]"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"msg"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Message"})]})}),(0,i.jsx)("tr",{children:(0,i.jsxs)("td",{children:[(0,i.jsx)("code",{children:"type"}),(0,i.jsx)("span",{style:{opacity:"0.6"},children:" Error Type"})]})})]})})]})})})]})})]})})]})]})]})}function d(e={}){const{wrapper:t}={...(0,o.R)(),...e.components};return t?(0,i.jsx)(t,{...e,children:(0,i.jsx)(p,{...e})}):p(e)}}}]); \ No newline at end of file diff --git a/assets/js/f66238ae.b678642e.js b/assets/js/f66238ae.b678642e.js new file mode 100644 index 0000000000..acc18b9ffb --- /dev/null +++ b/assets/js/f66238ae.b678642e.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[3391],{28453:(e,t,r)=>{r.d(t,{R:()=>i,x:()=>c});var s=r(96540);const d={},n=s.createContext(d);function i(e){const t=s.useContext(n);return s.useMemo((function(){return"function"==typeof e?e(t):{...t,...e}}),[t,e])}function c(e){let t;return t=e.disableParentContext?"function"==typeof e.components?e.components(d):e.components||d:i(e.components),s.createElement(n.Provider,{value:t},e.children)}},42638:(e,t,r)=>{r.d(t,{A:()=>s});const s=r.p+"assets/images/component-hcd-example-flow-b82057600ce5e9e4a0f7ea0a61dcbf7f.png"},45175:(e,t,r)=>{r.r(t),r.d(t,{assets:()=>h,contentTitle:()=>c,default:()=>o,frontMatter:()=>i,metadata:()=>s,toc:()=>l});const s=JSON.parse('{"id":"Components/components-vector-stores","title":"Vector stores","description":"Vector databases store vector data, which backs AI workloads like chatbots and Retrieval Augmented Generation.","source":"@site/docs/Components/components-vector-stores.md","sourceDirName":"Components","slug":"/components-vector-stores","permalink":"/components-vector-stores","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Vector stores","slug":"/components-vector-stores"},"sidebar":"docs","previous":{"title":"Tools","permalink":"/components-tools"},"next":{"title":"Agents overview","permalink":"/agents-overview"}}');var d=r(74848),n=r(28453);const i={title:"Vector stores",slug:"/components-vector-stores"},c="Vector store components in Langflow",h={},l=[{value:"Use a vector store component in a flow",id:"use-a-vector-store-component-in-a-flow",level:2},{value:"Astra DB Vector Store",id:"astra-db-vector-store",level:2},{value:"Inputs",id:"inputs",level:3},{value:"Outputs",id:"outputs",level:3},{value:"Generate embeddings",id:"generate-embeddings",level:3},{value:"AstraDB Graph vector store",id:"astradb-graph-vector-store",level:2},{value:"Inputs",id:"inputs-1",level:3},{value:"Outputs",id:"outputs-1",level:3},{value:"Cassandra",id:"cassandra",level:2},{value:"Inputs",id:"inputs-2",level:3},{value:"Outputs",id:"outputs-2",level:3},{value:"Cassandra Graph Vector Store",id:"cassandra-graph-vector-store",level:2},{value:"Inputs",id:"inputs-3",level:3},{value:"Outputs",id:"outputs-3",level:3},{value:"Chroma DB",id:"chroma-db",level:2},{value:"Inputs",id:"inputs-4",level:3},{value:"Outputs",id:"outputs-4",level:3},{value:"Clickhouse",id:"clickhouse",level:2},{value:"Inputs",id:"inputs-5",level:3},{value:"Outputs",id:"outputs-5",level:3},{value:"Couchbase",id:"couchbase",level:2},{value:"Inputs",id:"inputs-6",level:3},{value:"Outputs",id:"outputs-6",level:3},{value:"Elasticsearch",id:"elasticsearch",level:2},{value:"Inputs",id:"inputs-7",level:3},{value:"Outputs",id:"outputs-7",level:3},{value:"FAISS",id:"faiss",level:2},{value:"Inputs",id:"inputs-8",level:3},{value:"Outputs",id:"outputs-8",level:3},{value:"Hyper-Converged Database (HCD) Vector Store",id:"hyper-converged-database-hcd-vector-store",level:2},{value:"Inputs",id:"inputs-9",level:3},{value:"Outputs",id:"outputs-9",level:3},{value:"Milvus",id:"milvus",level:2},{value:"Inputs",id:"inputs-10",level:3},{value:"Outputs",id:"outputs-10",level:3},{value:"MongoDB Atlas",id:"mongodb-atlas",level:2},{value:"Inputs",id:"inputs-11",level:3},{value:"Outputs",id:"outputs-11",level:3},{value:"Opensearch",id:"opensearch",level:2},{value:"Inputs",id:"inputs-12",level:3},{value:"Outputs",id:"outputs-12",level:3},{value:"PGVector",id:"pgvector",level:2},{value:"Inputs",id:"inputs-13",level:3},{value:"Outputs",id:"outputs-13",level:3},{value:"Pinecone",id:"pinecone",level:2},{value:"Inputs",id:"inputs-14",level:3},{value:"Outputs",id:"outputs-14",level:3},{value:"Qdrant",id:"qdrant",level:2},{value:"Inputs",id:"inputs-15",level:3},{value:"Outputs",id:"outputs-15",level:3},{value:"Redis",id:"redis",level:2},{value:"Inputs",id:"inputs-16",level:3},{value:"Outputs",id:"outputs-16",level:3},{value:"Supabase",id:"supabase",level:2},{value:"Inputs",id:"inputs-17",level:3},{value:"Outputs",id:"outputs-17",level:3},{value:"Upstash",id:"upstash",level:2},{value:"Inputs",id:"inputs-18",level:3},{value:"Outputs",id:"outputs-18",level:3},{value:"Vectara",id:"vectara",level:2},{value:"Inputs",id:"inputs-19",level:3},{value:"Outputs",id:"outputs-19",level:3},{value:"Vectara Search",id:"vectara-search",level:2},{value:"Inputs",id:"inputs-20",level:3},{value:"Outputs",id:"outputs-20",level:3},{value:"Vectara RAG",id:"vectara-rag",level:2},{value:"Inputs",id:"inputs-21",level:3},{value:"Outputs",id:"outputs-21",level:3},{value:"Weaviate",id:"weaviate",level:2},{value:"Inputs",id:"inputs-22",level:3},{value:"Outputs",id:"outputs-22",level:3},{value:"Weaviate Search",id:"weaviate-search",level:2},{value:"Inputs",id:"inputs-23",level:3},{value:"Outputs",id:"outputs-23",level:3}];function a(e){const t={a:"a",admonition:"admonition",code:"code",h1:"h1",h2:"h2",h3:"h3",header:"header",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",...(0,n.R)(),...e.components};return(0,d.jsxs)(d.Fragment,{children:[(0,d.jsx)(t.header,{children:(0,d.jsx)(t.h1,{id:"vector-store-components-in-langflow",children:"Vector store components in Langflow"})}),"\n",(0,d.jsx)(t.p,{children:"Vector databases store vector data, which backs AI workloads like chatbots and Retrieval Augmented Generation."}),"\n",(0,d.jsx)(t.p,{children:"Vector database components establish connections to existing vector databases or create in-memory vector stores for storing and retrieving vector data."}),"\n",(0,d.jsxs)(t.p,{children:["Vector database components are distinct from ",(0,d.jsx)(t.a,{href:"/components-memories",children:"memory components"}),", which are built specifically for storing and retrieving chat messages from external databases."]}),"\n",(0,d.jsx)(t.h2,{id:"use-a-vector-store-component-in-a-flow",children:"Use a vector store component in a flow"}),"\n",(0,d.jsxs)(t.p,{children:["This example uses the ",(0,d.jsx)(t.strong,{children:"Astra DB vector store"})," component. Your vector store component's parameters and authentication may be different, but the document ingestion workflow is the same. A document is loaded from a local machine and chunked. The Astra DB vector store generates embeddings with the connected ",(0,d.jsx)(t.a,{href:"/components-models",children:"model"})," component, and stores them in the connected Astra DB database."]}),"\n",(0,d.jsx)(t.p,{children:"This vector data can then be retrieved for workloads like Retrieval Augmented Generation."}),"\n",(0,d.jsx)(t.p,{children:(0,d.jsx)(t.img,{src:r(67719).A+"",width:"2898",height:"1110"})}),"\n",(0,d.jsxs)(t.p,{children:["The user's chat input is embedded and compared to the vectors embedded during document ingestion for a similarity search.\nThe results are output from the vector database component as a ",(0,d.jsx)(t.a,{href:"/concepts-objects",children:"Data"})," object and parsed into text.\nThis text fills the ",(0,d.jsx)(t.code,{children:"{context}"})," variable in the ",(0,d.jsx)(t.strong,{children:"Prompt"})," component, which informs the ",(0,d.jsx)(t.strong,{children:"Open AI model"})," component's responses."]}),"\n",(0,d.jsxs)(t.p,{children:["Alternatively, connect the vector database component's ",(0,d.jsx)(t.strong,{children:"Retriever"})," port to a ",(0,d.jsx)(t.a,{href:"components-tools#retriever-tool",children:"retriever tool"}),", and then to an ",(0,d.jsx)(t.a,{href:"/components-agents",children:"agent"})," component. This enables the agent to use your vector database as a tool and make decisions based on the available data."]}),"\n",(0,d.jsx)(t.p,{children:(0,d.jsx)(t.img,{src:r(59072).A+"",width:"2414",height:"1602"})}),"\n",(0,d.jsx)(t.h2,{id:"astra-db-vector-store",children:"Astra DB Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Vector Store using Astra DB with search capabilities."}),"\n",(0,d.jsxs)(t.p,{children:["For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/databases/create-database.html",children:"DataStax documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Astra DB Application Token"}),(0,d.jsx)(t.td,{children:"The authentication token for accessing Astra DB."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"environment"}),(0,d.jsx)(t.td,{children:"Environment"}),(0,d.jsxs)(t.td,{children:["The environment for the Astra DB API Endpoint. For example, ",(0,d.jsx)(t.code,{children:"dev"})," or ",(0,d.jsx)(t.code,{children:"prod"}),"."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_name"}),(0,d.jsx)(t.td,{children:"Database"}),(0,d.jsx)(t.td,{children:"The database name for the Astra DB instance."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"Astra DB API Endpoint"}),(0,d.jsx)(t.td,{children:"The API endpoint for the Astra DB instance. This supersedes the database selection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection"}),(0,d.jsx)(t.td,{children:"The name of the collection within Astra DB where the vectors are stored."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"Keyspace"}),(0,d.jsx)(t.td,{children:"An optional keyspace within Astra DB to use for the collection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding_choice"}),(0,d.jsx)(t.td,{children:"Embedding Model or Astra Vectorize"}),(0,d.jsx)(t.td,{children:"Choose an embedding model or use Astra vectorize."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding_model"}),(0,d.jsx)(t.td,{children:"Embedding Model"}),(0,d.jsx)(t.td,{children:"Specify the embedding model. Not required for Astra vectorize collections."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Search Results"}),(0,d.jsxs)(t.td,{children:["The number of search results to return (default: ",(0,d.jsx)(t.code,{children:"4"}),")."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsxs)(t.td,{children:["The search type to use. The options are ",(0,d.jsx)(t.code,{children:"Similarity"}),", ",(0,d.jsx)(t.code,{children:"Similarity with score threshold"}),", and ",(0,d.jsx)(t.code,{children:"MMR (Max Marginal Relevance)"}),"."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsxs)(t.td,{children:["The minimum similarity score threshold for search results when using the ",(0,d.jsx)(t.code,{children:"Similarity with score threshold"})," option."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"advanced_search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"An optional dictionary of filters to apply to the search query."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"autodetect_collection"}),(0,d.jsx)(t.td,{children:"Autodetect Collection"}),(0,d.jsx)(t.td,{children:"A boolean flag to determine whether to autodetect the collection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"content_field"}),(0,d.jsx)(t.td,{children:"Content Field"}),(0,d.jsx)(t.td,{children:"A field to use as the text content field for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"deletion_field"}),(0,d.jsx)(t.td,{children:"Deletion Based On Field"}),(0,d.jsx)(t.td,{children:"When provided, documents in the target collection with metadata field values matching the input metadata field value are deleted before new data is loaded."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ignore_invalid_documents"}),(0,d.jsx)(t.td,{children:"Ignore Invalid Documents"}),(0,d.jsx)(t.td,{children:"A boolean flag to determine whether to ignore invalid documents at runtime."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"astradb_vectorstore_kwargs"}),(0,d.jsx)(t.td,{children:"AstraDBVectorStore Parameters"}),(0,d.jsx)(t.td,{children:"An optional dictionary of additional parameters for the AstraDBVectorStore."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Astra DB vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.a,{href:"/concepts-objects#data-object",children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"generate-embeddings",children:"Generate embeddings"}),"\n",(0,d.jsxs)(t.p,{children:["The ",(0,d.jsx)(t.strong,{children:"Astra DB Vector Store"})," component offers two methods for generating embeddings."]}),"\n",(0,d.jsxs)(t.ol,{children:["\n",(0,d.jsxs)(t.li,{children:["\n",(0,d.jsxs)(t.p,{children:[(0,d.jsx)(t.strong,{children:"Embedding Model"}),": Use your own embedding model by connecting an ",(0,d.jsx)(t.a,{href:"/components-embedding-models",children:"Embeddings"})," component in Langflow."]}),"\n"]}),"\n",(0,d.jsxs)(t.li,{children:["\n",(0,d.jsxs)(t.p,{children:[(0,d.jsx)(t.strong,{children:"Astra Vectorize"}),": Use Astra DB's built-in embedding generation service. When creating a new collection, choose the embeddings provider and models, including NVIDIA's ",(0,d.jsx)(t.code,{children:"NV-Embed-QA"})," model hosted by Datastax."]}),"\n"]}),"\n"]}),"\n",(0,d.jsx)(t.admonition,{type:"important",children:(0,d.jsx)(t.p,{children:"The embedding model selection is made when creating a new collection and cannot be changed later."})}),"\n",(0,d.jsxs)(t.p,{children:["For an example of using the ",(0,d.jsx)(t.strong,{children:"Astra DB Vector Store"})," component with an embedding model, see the ",(0,d.jsx)(t.a,{href:"/starter-projects-vector-store-rag",children:"Vector Store RAG starter project"}),"."]}),"\n",(0,d.jsxs)(t.p,{children:["For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/databases/embedding-generation.html",children:"Astra DB Serverless documentation"}),"."]}),"\n",(0,d.jsx)(t.h2,{id:"astradb-graph-vector-store",children:"AstraDB Graph vector store"}),"\n",(0,d.jsxs)(t.p,{children:["This component implements a Vector Store using AstraDB with graph capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/tutorials/graph-rag.html",children:"Astra DB Serverless documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-1",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection Name"}),(0,d.jsx)(t.td,{children:"The name of the collection within AstraDB where the vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Astra DB Application Token"}),(0,d.jsx)(t.td,{children:"Authentication token for accessing AstraDB (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"API Endpoint"}),(0,d.jsx)(t.td,{children:"API endpoint URL for the AstraDB service (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"Search Input"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"Namespace"}),(0,d.jsx)(t.td,{children:"Optional namespace within AstraDB to use for the collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding Model"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"Metric"}),(0,d.jsx)(t.td,{children:'Distance metric for vector comparisons (options: "cosine", "euclidean", "dot_product")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the vector store (options: "Sync", "Async", "Off")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Pre Delete Collection"}),(0,d.jsx)(t.td,{children:"Boolean flag to determine whether to delete the collection before creating a new one"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Similarity", "Graph Traversal", "Hybrid")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"traversal_depth"}),(0,d.jsx)(t.td,{children:"Traversal Depth"}),(0,d.jsx)(t.td,{children:"Maximum depth for graph traversal searches (default: 1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-1",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Astra DB graph vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"cassandra",children:"Cassandra"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Cassandra Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://cassandra.apache.org/doc/latest/cassandra/vector-search/overview.html",children:"Cassandra documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-2",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_ref"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Contact points for the database or AstraDB database ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Username for the database (leave empty for AstraDB)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"User password for the database or AstraDB token"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Table Keyspace or AstraDB namespace"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the table or AstraDB collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ttl_seconds"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Time-to-live for added texts"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Configuration mode for setting up the Cassandra table"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"cluster_kwargs"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Additional keyword arguments for the Cassandra cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Type of search to perform"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Metadata filters for search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"body_search"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Document textual search terms"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"enable_body_search"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Flag to enable body search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-2",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Cassandra"}),(0,d.jsx)(t.td,{children:"A Cassandra vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"cassandra-graph-vector-store",children:"Cassandra Graph Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Cassandra Graph Vector Store with search capabilities."}),"\n",(0,d.jsx)(t.h3,{id:"inputs-3",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_ref"}),(0,d.jsx)(t.td,{children:"Contact Points / Astra Database ID"}),(0,d.jsx)(t.td,{children:"Contact points for the database or AstraDB database ID (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"Username"}),(0,d.jsx)(t.td,{children:"Username for the database (leave empty for AstraDB)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Password / AstraDB Token"}),(0,d.jsx)(t.td,{children:"User password for the database or AstraDB token (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"Keyspace"}),(0,d.jsx)(t.td,{children:"Table Keyspace or AstraDB namespace (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"Table Name"}),(0,d.jsx)(t.td,{children:"The name of the table or AstraDB collection where vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the Cassandra table (options: "Sync", "Off", default: "Sync")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"cluster_kwargs"}),(0,d.jsx)(t.td,{children:"Cluster arguments"}),(0,d.jsx)(t.td,{children:"Optional dictionary of additional keyword arguments for the Cassandra cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"Search Query"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store (list of Data objects)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Traversal", "MMR traversal", "Similarity", "Similarity with score threshold", "MMR (Max Marginal Relevance)", default: "Traversal")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"depth"}),(0,d.jsx)(t.td,{children:"Depth of traversal"}),(0,d.jsx)(t.td,{children:'The maximum depth of edges to traverse (for "Traversal" or "MMR traversal" search types, default: 1)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:'Minimum similarity score threshold for search results (for "Similarity with score threshold" search type)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-3",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"A Cassandra Graph vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"chroma-db",children:"Chroma DB"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Chroma Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.trychroma.com/",children:"Chroma documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-4",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'The name of the Chroma collection. Default: "langflow".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"persist_directory"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The directory to persist the Chroma database."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_cors_allow_origins"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"CORS allow origins for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_host"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Host for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_http_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"HTTP port for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_grpc_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"gRPC port for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_ssl_enabled"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Enable SSL for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"allow_duplicates"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Allow duplicate documents in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search to perform: "Similarity" or "MMR".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 10."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"limit"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Limit the number of records to compare when Allow Duplicates is False."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-4",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Chroma"}),(0,d.jsx)(t.td,{children:"Chroma vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"clickhouse",children:"Clickhouse"}),"\n",(0,d.jsxs)(t.p,{children:["This component implements a Clickhouse Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://clickhouse.com/docs/en/intro",children:"CLickhouse Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-5",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"host"}),(0,d.jsx)(t.td,{children:"hostname"}),(0,d.jsx)(t.td,{children:'Clickhouse server hostname (required, default: "localhost")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"Clickhouse server port (required, default: 8123)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database"}),(0,d.jsx)(t.td,{children:"database"}),(0,d.jsx)(t.td,{children:"Clickhouse database name (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table"}),(0,d.jsx)(t.td,{children:"Table name"}),(0,d.jsx)(t.td,{children:"Clickhouse table name (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"The ClickHouse user name."}),(0,d.jsx)(t.td,{children:"Username for authentication (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"The password for username."}),(0,d.jsx)(t.td,{children:"Password for authentication (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_type"}),(0,d.jsx)(t.td,{children:"index_type"}),(0,d.jsx)(t.td,{children:'Type of the index (options: "annoy", "vector_similarity", default: "annoy")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:'Metric to compute distance (options: "angular", "euclidean", "manhattan", "hamming", "dot", default: "angular")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"secure"}),(0,d.jsx)(t.td,{children:"Use https/TLS"}),(0,d.jsx)(t.td,{children:"Overrides inferred values from the interface or port arguments (default: false)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_param"}),(0,d.jsx)(t.td,{children:"Param of the index"}),(0,d.jsx)(t.td,{children:"Index parameters (default: \"'L2Distance',100\")"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_query_params"}),(0,d.jsx)(t.td,{children:"index query params"}),(0,d.jsx)(t.td,{children:"Additional index query parameters"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"Search Query"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"score_threshold"}),(0,d.jsx)(t.td,{children:"Score threshold"}),(0,d.jsx)(t.td,{children:"Threshold for similarity scores"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-5",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Built Clickhouse vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsx)(t.td,{children:"Results of the similarity search as a list of Data objects"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"couchbase",children:"Couchbase"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Couchbase Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.couchbase.com/home/index.html",children:"Couchbase documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-6",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_connection_string"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Couchbase Cluster connection string (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Couchbase username (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Couchbase password (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bucket_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase bucket (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"scope_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase scope (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase collection (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase index (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 4 (advanced)."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-6",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"CouchbaseVectorStore"}),(0,d.jsx)(t.td,{children:"A Couchbase vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"elasticsearch",children:"Elasticsearch"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Elasticsearch Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://www.elastic.co/guide/en/elasticsearch/reference/current/dense-vector.html",children:"Elasticsearch documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-7",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Elasticsearch server URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_user"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Username for Elasticsearch authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Password for Elasticsearch authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Elasticsearch index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Strategy for vector search ("approximate_k_nearest_neighbors" or "script_scoring")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Strategy for distance calculation ("COSINE", "EUCLIDEAN_DISTANCE", "DOT_PRODUCT")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search (default: 4)"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-7",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"ElasticsearchStore"}),(0,d.jsx)(t.td,{children:"Elasticsearch vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"faiss",children:"FAISS"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a FAISS Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://faiss.ai/index.html",children:"FAISS documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-8",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'The name of the FAISS index. Default: "langflow_index".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"persist_directory"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Path to save the FAISS index. It will be relative to where Langflow is running."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects or documents)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"allow_dangerous_deserialization"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Set to True to allow loading pickle files from untrusted sources. Default: True (advanced)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 4 (advanced)."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-8",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"FAISS"}),(0,d.jsx)(t.td,{children:"A FAISS vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"hyper-converged-database-hcd-vector-store",children:"Hyper-Converged Database (HCD) Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Vector Store using HCD."}),"\n",(0,d.jsxs)(t.p,{children:["To use the HCD vector store, add your deployment's collection name, username, password, and HCD Data API endpoint.\nThe endpoint must be formatted like ",(0,d.jsx)(t.code,{children:"http[s]://**DOMAIN_NAME** or **IP_ADDRESS**[:port]"}),", for example, ",(0,d.jsx)(t.code,{children:"http://192.0.2.250:8181"}),"."]}),"\n",(0,d.jsxs)(t.p,{children:["Replace ",(0,d.jsx)(t.strong,{children:"DOMAIN_NAME"})," or ",(0,d.jsx)(t.strong,{children:"IP_ADDRESS"})," with the domain name or IP address of your HCD Data API connection."]}),"\n",(0,d.jsx)(t.p,{children:"To use the HCD vector store for embeddings ingestion, connect it to an embeddings model and a file loader:"}),"\n",(0,d.jsx)(t.p,{children:(0,d.jsx)(t.img,{alt:"HCD vector store embeddings ingestion",src:r(42638).A+"",width:"2294",height:"1684"})}),"\n",(0,d.jsx)(t.h3,{id:"inputs-9",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection Name"}),(0,d.jsx)(t.td,{children:"The name of the collection within HCD where the vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"HCD Username"}),(0,d.jsx)(t.td,{children:'Authentication username for accessing HCD (default: "hcd-superuser", required)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"HCD Password"}),(0,d.jsx)(t.td,{children:"Authentication password for accessing HCD (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"HCD API Endpoint"}),(0,d.jsx)(t.td,{children:"API endpoint URL for the HCD service (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"Search Input"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"Namespace"}),(0,d.jsx)(t.td,{children:'Optional namespace within HCD to use for the collection (default: "default_namespace")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ca_certificate"}),(0,d.jsx)(t.td,{children:"CA Certificate"}),(0,d.jsx)(t.td,{children:"Optional CA certificate for TLS connections to HCD"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"Metric"}),(0,d.jsx)(t.td,{children:'Optional distance metric for vector comparisons (options: "cosine", "dot_product", "euclidean")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Batch Size"}),(0,d.jsx)(t.td,{children:"Optional number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_insert_batch_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Insert Batch Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk insert operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_insert_overwrite_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Insert Overwrite Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk insert operations that overwrite existing data"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_delete_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Delete Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk delete operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the vector store (options: "Sync", "Async", "Off", default: "Sync")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Pre Delete Collection"}),(0,d.jsx)(t.td,{children:"Boolean flag to determine whether to delete the collection before creating a new one"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_indexing_include"}),(0,d.jsx)(t.td,{children:"Metadata Indexing Include"}),(0,d.jsx)(t.td,{children:"Optional list of metadata fields to include in the indexing"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding or Astra Vectorize"}),(0,d.jsx)(t.td,{children:"Allows either an embedding model or an Astra Vectorize configuration"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_indexing_exclude"}),(0,d.jsx)(t.td,{children:"Metadata Indexing Exclude"}),(0,d.jsx)(t.td,{children:"Optional list of metadata fields to exclude from the indexing"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_indexing_policy"}),(0,d.jsx)(t.td,{children:"Collection Indexing Policy"}),(0,d.jsx)(t.td,{children:"Optional dictionary defining the indexing policy for the collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Similarity", "Similarity with score threshold", "MMR (Max Marginal Relevance)", default: "Similarity")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results (default: 0)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-9",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsxs)(t.td,{children:["An HCD vector store instance The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"milvus",children:"Milvus"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Milvus Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://milvus.io/docs",children:"Milvus documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-10",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Milvus collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_description"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Description of the Milvus collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"uri"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Connection URI for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Password for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Username for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Type of search to perform"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Metadata filters for search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Configuration mode for setting up the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_dimensions"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of dimensions of the vectors"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Whether to delete the collection before creating a new one"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-10",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Milvus"}),(0,d.jsx)(t.td,{children:"A Milvus vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"mongodb-atlas",children:"MongoDB Atlas"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a MongoDB Atlas Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://www.mongodb.com/docs/atlas/atlas-vector-search/tutorials/vector-search-quick-start/",children:"MongoDB Atlas documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-11",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"mongodb_atlas_cluster_uri"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"MongoDB Atlas Cluster URI"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"db_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Database name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Collection name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-11",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"MongoDBAtlasVectorSearch"}),(0,d.jsx)(t.td,{children:"MongoDB Atlas vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"opensearch",children:"Opensearch"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Opensearch vector store with search capabilities\nFor more information, see ",(0,d.jsx)(t.a,{href:"https://opensearch.org/platform/search/vector-database.html",children:"Opensearch documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-12",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"opensearch_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsxs)(t.td,{children:["URL for OpenSearch cluster (e.g. ",(0,d.jsx)(t.a,{href:"https://192.168.1.1:9200",children:"https://192.168.1.1:9200"}),")"]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The index name where the vectors will be stored in OpenSearch cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Enter a search query. Leave empty to retrieve all documents or if hybrid search is being used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Valid values are "similarity", "similarity_score_threshold", "mmr"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"username for the opensource cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"password for the opensource cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"use_ssl"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Use SSL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"verify_certs"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Verify certificates"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"hybrid_search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Provide a custom hybrid search query in JSON format. This allows you to combine vector similarity and keyword matching"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-12",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"OpenSearchVectorSearch"}),(0,d.jsx)(t.td,{children:"OpenSearch vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"pgvector",children:"PGVector"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a PGVector Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://github.com/pgvector/pgvector",children:"PGVector documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-13",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pg_server_url"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"PostgreSQL server connection string"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Table name for the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-13",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"PGVector"}),(0,d.jsx)(t.td,{children:"PGVector vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"pinecone",children:"Pinecone"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Pinecone Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.pinecone.io/home",children:"Pinecone documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-14",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Pinecone index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Namespace for the index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Strategy for calculating distance between vectors"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pinecone_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"API key for Pinecone"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key in the record to use as text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-14",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Pinecone"}),(0,d.jsx)(t.td,{children:"Pinecone vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"qdrant",children:"Qdrant"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Qdrant Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://qdrant.tech/documentation/",children:"Qdrant documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-15",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Qdrant collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"host"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Qdrant server host"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Qdrant server port"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"grpc_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Qdrant gRPC port"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"API key for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"prefix"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Prefix for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"timeout"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Timeout for Qdrant operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"path"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Path for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"URL for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_func"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Distance function for vector similarity"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"content_payload_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key for content payload"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_payload_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key for metadata payload"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-15",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Qdrant"}),(0,d.jsx)(t.td,{children:"Qdrant vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"redis",children:"Redis"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Redis Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/",children:"Redis documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-16",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"redis_server_url"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Redis server connection string"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"redis_index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Redis index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"code"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Custom code for Redis (advanced)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"schema"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Schema for Redis index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-16",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Redis"}),(0,d.jsx)(t.td,{children:"Redis vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"supabase",children:"Supabase"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a connection to a Supabase Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://supabase.com/docs/guides/ai",children:"Supabase documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-17",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"supabase_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"URL of the Supabase instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"supabase_service_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Service key for Supabase authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the table in Supabase"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"query_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the query to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-17",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"SupabaseVectorStore"}),(0,d.jsx)(t.td,{children:"Supabase vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"upstash",children:"Upstash"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Upstash Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://upstash.com/docs/introduction",children:"Upstash documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-18",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The URL of the Upstash index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_token"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"The token for the Upstash index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The key in the record to use as text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Namespace for the index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_filter"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Filters documents by metadata"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use (optional)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-18",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"UpstashVectorStore"}),(0,d.jsx)(t.td,{children:"Upstash vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara",children:"Vectara"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Vectara Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-19",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use (optional)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"List[Document/Data]"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-19",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"VectaraVectorStore"}),(0,d.jsx)(t.td,{children:"Vectara vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara-search",children:"Vectara Search"}),"\n",(0,d.jsxs)(t.p,{children:["This component searches a Vectara Vector Store for documents based on the provided input.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-20",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search, such as "Similarity" or "MMR"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input_value"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"files_url"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional URLs for file initialization"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-20",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara-rag",children:"Vectara RAG"}),"\n",(0,d.jsxs)(t.p,{children:["This component leverages Vectara's Retrieval Augmented Generation (RAG) capabilities to search and summarize documents based on the provided input. For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-21",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to receive an answer on"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"lexical_interpolation"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Hybrid search factor (0.005 to 0.1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"filter"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Metadata filters to narrow the search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"reranker"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Reranker type (mmr, rerank_multilingual_v1, none)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"reranker_k"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to rerank (1 to 100)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"diversity_bias"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Diversity bias for MMR reranker (0 to 1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"max_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Maximum number of search results to summarize (1 to 100)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"response_lang"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Language code for the response (for example, "eng", "auto")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"prompt"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Prompt name for summarization"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-21",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"answer"}),(0,d.jsx)(t.td,{children:"Message"}),(0,d.jsx)(t.td,{children:"Generated RAG response"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"weaviate",children:"Weaviate"}),"\n",(0,d.jsxs)(t.p,{children:["This component facilitates a Weaviate Vector Store setup, optimizing text and document indexing and retrieval.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://weaviate.io/developers/weaviate",children:"Weaviate Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-22",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"weaviate_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default instance URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_by_text"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Indicates whether to search by text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Optional API key for authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Optional index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default text extraction key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input"}),(0,d.jsx)(t.td,{children:"Document"}),(0,d.jsx)(t.td,{children:"Document or record"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Model used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"attributes"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional additional attributes"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-22",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"WeaviateVectorStore"}),(0,d.jsx)(t.td,{children:"Weaviate vector store instance"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"weaviate-search",children:"Weaviate Search"}),"\n",(0,d.jsxs)(t.p,{children:["This component searches a Weaviate Vector Store for documents similar to the input.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://weaviate.io/developers/weaviate",children:"Weaviate Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-23",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search, such as "Similarity" or "MMR"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input_value"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"weaviate_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default instance URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_by_text"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Indicates whether to search by text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Optional API key for authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Optional index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default text extraction key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Model used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"attributes"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional additional attributes"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-23",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})})]})]})}function o(e={}){const{wrapper:t}={...(0,n.R)(),...e.components};return t?(0,d.jsx)(t,{...e,children:(0,d.jsx)(a,{...e})}):a(e)}},59072:(e,t,r)=>{r.d(t,{A:()=>s});const s=r.p+"assets/images/vector-store-agent-retrieval-tool-79066d11008a74c40390f55f7c73bd71.png"},67719:(e,t,r)=>{r.d(t,{A:()=>s});const s=r.p+"assets/images/vector-store-retrieval-452b8316c734a28f85fcddf9ff7a32e4.png"}}]); \ No newline at end of file diff --git a/assets/js/f66238ae.e53f27a5.js b/assets/js/f66238ae.e53f27a5.js deleted file mode 100644 index e1b72965a1..0000000000 --- a/assets/js/f66238ae.e53f27a5.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[3391],{28453:(e,t,r)=>{r.d(t,{R:()=>i,x:()=>c});var s=r(96540);const d={},n=s.createContext(d);function i(e){const t=s.useContext(n);return s.useMemo((function(){return"function"==typeof e?e(t):{...t,...e}}),[t,e])}function c(e){let t;return t=e.disableParentContext?"function"==typeof e.components?e.components(d):e.components||d:i(e.components),s.createElement(n.Provider,{value:t},e.children)}},45175:(e,t,r)=>{r.r(t),r.d(t,{assets:()=>h,contentTitle:()=>c,default:()=>o,frontMatter:()=>i,metadata:()=>s,toc:()=>l});const s=JSON.parse('{"id":"Components/components-vector-stores","title":"Vector stores","description":"Vector databases store vector data, which backs AI workloads like chatbots and Retrieval Augmented Generation.","source":"@site/docs/Components/components-vector-stores.md","sourceDirName":"Components","slug":"/components-vector-stores","permalink":"/components-vector-stores","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Vector stores","slug":"/components-vector-stores"},"sidebar":"docs","previous":{"title":"Tools","permalink":"/components-tools"},"next":{"title":"Agents overview","permalink":"/agents-overview"}}');var d=r(74848),n=r(28453);const i={title:"Vector stores",slug:"/components-vector-stores"},c="Vector store components in Langflow",h={},l=[{value:"Use a vector store component in a flow",id:"use-a-vector-store-component-in-a-flow",level:2},{value:"Astra DB Vector Store",id:"astra-db-vector-store",level:2},{value:"Inputs",id:"inputs",level:3},{value:"Outputs",id:"outputs",level:3},{value:"Generate embeddings",id:"generate-embeddings",level:3},{value:"AstraDB Graph vector store",id:"astradb-graph-vector-store",level:2},{value:"Inputs",id:"inputs-1",level:3},{value:"Outputs",id:"outputs-1",level:3},{value:"Cassandra",id:"cassandra",level:2},{value:"Inputs",id:"inputs-2",level:3},{value:"Outputs",id:"outputs-2",level:3},{value:"Cassandra Graph Vector Store",id:"cassandra-graph-vector-store",level:2},{value:"Inputs",id:"inputs-3",level:3},{value:"Outputs",id:"outputs-3",level:3},{value:"Chroma DB",id:"chroma-db",level:2},{value:"Inputs",id:"inputs-4",level:3},{value:"Outputs",id:"outputs-4",level:3},{value:"Clickhouse",id:"clickhouse",level:2},{value:"Inputs",id:"inputs-5",level:3},{value:"Outputs",id:"outputs-5",level:3},{value:"Couchbase",id:"couchbase",level:2},{value:"Inputs",id:"inputs-6",level:3},{value:"Outputs",id:"outputs-6",level:3},{value:"Elasticsearch",id:"elasticsearch",level:2},{value:"Inputs",id:"inputs-7",level:3},{value:"Outputs",id:"outputs-7",level:3},{value:"FAISS",id:"faiss",level:2},{value:"Inputs",id:"inputs-8",level:3},{value:"Outputs",id:"outputs-8",level:3},{value:"Hyper-Converged Database (HCD) Vector Store",id:"hyper-converged-database-hcd-vector-store",level:2},{value:"Inputs",id:"inputs-9",level:3},{value:"Outputs",id:"outputs-9",level:3},{value:"Milvus",id:"milvus",level:2},{value:"Inputs",id:"inputs-10",level:3},{value:"Outputs",id:"outputs-10",level:3},{value:"MongoDB Atlas",id:"mongodb-atlas",level:2},{value:"Inputs",id:"inputs-11",level:3},{value:"Outputs",id:"outputs-11",level:3},{value:"Opensearch",id:"opensearch",level:2},{value:"Inputs",id:"inputs-12",level:3},{value:"Outputs",id:"outputs-12",level:3},{value:"PGVector",id:"pgvector",level:2},{value:"Inputs",id:"inputs-13",level:3},{value:"Outputs",id:"outputs-13",level:3},{value:"Pinecone",id:"pinecone",level:2},{value:"Inputs",id:"inputs-14",level:3},{value:"Outputs",id:"outputs-14",level:3},{value:"Qdrant",id:"qdrant",level:2},{value:"Inputs",id:"inputs-15",level:3},{value:"Outputs",id:"outputs-15",level:3},{value:"Redis",id:"redis",level:2},{value:"Inputs",id:"inputs-16",level:3},{value:"Outputs",id:"outputs-16",level:3},{value:"Supabase",id:"supabase",level:2},{value:"Inputs",id:"inputs-17",level:3},{value:"Outputs",id:"outputs-17",level:3},{value:"Upstash",id:"upstash",level:2},{value:"Inputs",id:"inputs-18",level:3},{value:"Outputs",id:"outputs-18",level:3},{value:"Vectara",id:"vectara",level:2},{value:"Inputs",id:"inputs-19",level:3},{value:"Outputs",id:"outputs-19",level:3},{value:"Vectara Search",id:"vectara-search",level:2},{value:"Inputs",id:"inputs-20",level:3},{value:"Outputs",id:"outputs-20",level:3},{value:"Vectara RAG",id:"vectara-rag",level:2},{value:"Inputs",id:"inputs-21",level:3},{value:"Outputs",id:"outputs-21",level:3},{value:"Weaviate",id:"weaviate",level:2},{value:"Inputs",id:"inputs-22",level:3},{value:"Outputs",id:"outputs-22",level:3},{value:"Weaviate Search",id:"weaviate-search",level:2},{value:"Inputs",id:"inputs-23",level:3},{value:"Outputs",id:"outputs-23",level:3}];function a(e){const t={a:"a",admonition:"admonition",code:"code",h1:"h1",h2:"h2",h3:"h3",header:"header",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",...(0,n.R)(),...e.components};return(0,d.jsxs)(d.Fragment,{children:[(0,d.jsx)(t.header,{children:(0,d.jsx)(t.h1,{id:"vector-store-components-in-langflow",children:"Vector store components in Langflow"})}),"\n",(0,d.jsx)(t.p,{children:"Vector databases store vector data, which backs AI workloads like chatbots and Retrieval Augmented Generation."}),"\n",(0,d.jsx)(t.p,{children:"Vector database components establish connections to existing vector databases or create in-memory vector stores for storing and retrieving vector data."}),"\n",(0,d.jsxs)(t.p,{children:["Vector database components are distinct from ",(0,d.jsx)(t.a,{href:"/components-memories",children:"memory components"}),", which are built specifically for storing and retrieving chat messages from external databases."]}),"\n",(0,d.jsx)(t.h2,{id:"use-a-vector-store-component-in-a-flow",children:"Use a vector store component in a flow"}),"\n",(0,d.jsxs)(t.p,{children:["This example uses the ",(0,d.jsx)(t.strong,{children:"Astra DB vector store"})," component. Your vector store component's parameters and authentication may be different, but the document ingestion workflow is the same. A document is loaded from a local machine and chunked. The Astra DB vector store generates embeddings with the connected ",(0,d.jsx)(t.a,{href:"/components-models",children:"model"})," component, and stores them in the connected Astra DB database."]}),"\n",(0,d.jsx)(t.p,{children:"This vector data can then be retrieved for workloads like Retrieval Augmented Generation."}),"\n",(0,d.jsx)(t.p,{children:(0,d.jsx)(t.img,{src:r(67719).A+"",width:"2898",height:"1110"})}),"\n",(0,d.jsxs)(t.p,{children:["The user's chat input is embedded and compared to the vectors embedded during document ingestion for a similarity search.\nThe results are output from the vector database component as a ",(0,d.jsx)(t.a,{href:"/concepts-objects",children:"Data"})," object and parsed into text.\nThis text fills the ",(0,d.jsx)(t.code,{children:"{context}"})," variable in the ",(0,d.jsx)(t.strong,{children:"Prompt"})," component, which informs the ",(0,d.jsx)(t.strong,{children:"Open AI model"})," component's responses."]}),"\n",(0,d.jsxs)(t.p,{children:["Alternatively, connect the vector database component's ",(0,d.jsx)(t.strong,{children:"Retriever"})," port to a ",(0,d.jsx)(t.a,{href:"components-tools#retriever-tool",children:"retriever tool"}),", and then to an ",(0,d.jsx)(t.a,{href:"/components-agents",children:"agent"})," component. This enables the agent to use your vector database as a tool and make decisions based on the available data."]}),"\n",(0,d.jsx)(t.p,{children:(0,d.jsx)(t.img,{src:r(59072).A+"",width:"2414",height:"1602"})}),"\n",(0,d.jsx)(t.h2,{id:"astra-db-vector-store",children:"Astra DB Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Vector Store using Astra DB with search capabilities."}),"\n",(0,d.jsxs)(t.p,{children:["For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/databases/create-database.html",children:"DataStax documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Astra DB Application Token"}),(0,d.jsx)(t.td,{children:"The authentication token for accessing Astra DB."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"environment"}),(0,d.jsx)(t.td,{children:"Environment"}),(0,d.jsxs)(t.td,{children:["The environment for the Astra DB API Endpoint. For example, ",(0,d.jsx)(t.code,{children:"dev"})," or ",(0,d.jsx)(t.code,{children:"prod"}),"."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_name"}),(0,d.jsx)(t.td,{children:"Database"}),(0,d.jsx)(t.td,{children:"The database name for the Astra DB instance."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"Astra DB API Endpoint"}),(0,d.jsx)(t.td,{children:"The API endpoint for the Astra DB instance. This supersedes the database selection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection"}),(0,d.jsx)(t.td,{children:"The name of the collection within Astra DB where the vectors are stored."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"Keyspace"}),(0,d.jsx)(t.td,{children:"An optional keyspace within Astra DB to use for the collection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding_choice"}),(0,d.jsx)(t.td,{children:"Embedding Model or Astra Vectorize"}),(0,d.jsx)(t.td,{children:"Choose an embedding model or use Astra vectorize."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding_model"}),(0,d.jsx)(t.td,{children:"Embedding Model"}),(0,d.jsx)(t.td,{children:"Specify the embedding model. Not required for Astra vectorize collections."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Search Results"}),(0,d.jsxs)(t.td,{children:["The number of search results to return (default: ",(0,d.jsx)(t.code,{children:"4"}),")."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsxs)(t.td,{children:["The search type to use. The options are ",(0,d.jsx)(t.code,{children:"Similarity"}),", ",(0,d.jsx)(t.code,{children:"Similarity with score threshold"}),", and ",(0,d.jsx)(t.code,{children:"MMR (Max Marginal Relevance)"}),"."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsxs)(t.td,{children:["The minimum similarity score threshold for search results when using the ",(0,d.jsx)(t.code,{children:"Similarity with score threshold"})," option."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"advanced_search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"An optional dictionary of filters to apply to the search query."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"autodetect_collection"}),(0,d.jsx)(t.td,{children:"Autodetect Collection"}),(0,d.jsx)(t.td,{children:"A boolean flag to determine whether to autodetect the collection."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"content_field"}),(0,d.jsx)(t.td,{children:"Content Field"}),(0,d.jsx)(t.td,{children:"A field to use as the text content field for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"deletion_field"}),(0,d.jsx)(t.td,{children:"Deletion Based On Field"}),(0,d.jsx)(t.td,{children:"When provided, documents in the target collection with metadata field values matching the input metadata field value are deleted before new data is loaded."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ignore_invalid_documents"}),(0,d.jsx)(t.td,{children:"Ignore Invalid Documents"}),(0,d.jsx)(t.td,{children:"A boolean flag to determine whether to ignore invalid documents at runtime."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"astradb_vectorstore_kwargs"}),(0,d.jsx)(t.td,{children:"AstraDBVectorStore Parameters"}),(0,d.jsx)(t.td,{children:"An optional dictionary of additional parameters for the AstraDBVectorStore."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Astra DB vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.a,{href:"/concepts-objects#data-object",children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"generate-embeddings",children:"Generate embeddings"}),"\n",(0,d.jsxs)(t.p,{children:["The ",(0,d.jsx)(t.strong,{children:"Astra DB Vector Store"})," component offers two methods for generating embeddings."]}),"\n",(0,d.jsxs)(t.ol,{children:["\n",(0,d.jsxs)(t.li,{children:["\n",(0,d.jsxs)(t.p,{children:[(0,d.jsx)(t.strong,{children:"Embedding Model"}),": Use your own embedding model by connecting an ",(0,d.jsx)(t.a,{href:"/components-embedding-models",children:"Embeddings"})," component in Langflow."]}),"\n"]}),"\n",(0,d.jsxs)(t.li,{children:["\n",(0,d.jsxs)(t.p,{children:[(0,d.jsx)(t.strong,{children:"Astra Vectorize"}),": Use Astra DB's built-in embedding generation service. When creating a new collection, choose the embeddings provider and models, including NVIDIA's ",(0,d.jsx)(t.code,{children:"NV-Embed-QA"})," model hosted by Datastax."]}),"\n"]}),"\n"]}),"\n",(0,d.jsx)(t.admonition,{type:"important",children:(0,d.jsx)(t.p,{children:"The embedding model selection is made when creating a new collection and cannot be changed later."})}),"\n",(0,d.jsxs)(t.p,{children:["For an example of using the ",(0,d.jsx)(t.strong,{children:"Astra DB Vector Store"})," component with an embedding model, see the ",(0,d.jsx)(t.a,{href:"/starter-projects-vector-store-rag",children:"Vector Store RAG starter project"}),"."]}),"\n",(0,d.jsxs)(t.p,{children:["For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/databases/embedding-generation.html",children:"Astra DB Serverless documentation"}),"."]}),"\n",(0,d.jsx)(t.h2,{id:"astradb-graph-vector-store",children:"AstraDB Graph vector store"}),"\n",(0,d.jsxs)(t.p,{children:["This component implements a Vector Store using AstraDB with graph capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.datastax.com/en/astra-db-serverless/tutorials/graph-rag.html",children:"Astra DB Serverless documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-1",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection Name"}),(0,d.jsx)(t.td,{children:"The name of the collection within AstraDB where the vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Astra DB Application Token"}),(0,d.jsx)(t.td,{children:"Authentication token for accessing AstraDB (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"API Endpoint"}),(0,d.jsx)(t.td,{children:"API endpoint URL for the AstraDB service (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"Search Input"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"Namespace"}),(0,d.jsx)(t.td,{children:"Optional namespace within AstraDB to use for the collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding Model"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"Metric"}),(0,d.jsx)(t.td,{children:'Distance metric for vector comparisons (options: "cosine", "euclidean", "dot_product")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the vector store (options: "Sync", "Async", "Off")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Pre Delete Collection"}),(0,d.jsx)(t.td,{children:"Boolean flag to determine whether to delete the collection before creating a new one"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Similarity", "Graph Traversal", "Hybrid")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"traversal_depth"}),(0,d.jsx)(t.td,{children:"Traversal Depth"}),(0,d.jsx)(t.td,{children:"Maximum depth for graph traversal searches (default: 1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-1",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Astra DB graph vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"cassandra",children:"Cassandra"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Cassandra Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://cassandra.apache.org/doc/latest/cassandra/vector-search/overview.html",children:"Cassandra documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-2",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_ref"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Contact points for the database or AstraDB database ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Username for the database (leave empty for AstraDB)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"User password for the database or AstraDB token"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Table Keyspace or AstraDB namespace"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the table or AstraDB collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ttl_seconds"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Time-to-live for added texts"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Configuration mode for setting up the Cassandra table"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"cluster_kwargs"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Additional keyword arguments for the Cassandra cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Type of search to perform"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Metadata filters for search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"body_search"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Document textual search terms"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"enable_body_search"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Flag to enable body search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-2",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Cassandra"}),(0,d.jsx)(t.td,{children:"A Cassandra vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"cassandra-graph-vector-store",children:"Cassandra Graph Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Cassandra Graph Vector Store with search capabilities."}),"\n",(0,d.jsx)(t.h3,{id:"inputs-3",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database_ref"}),(0,d.jsx)(t.td,{children:"Contact Points / Astra Database ID"}),(0,d.jsx)(t.td,{children:"Contact points for the database or AstraDB database ID (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"Username"}),(0,d.jsx)(t.td,{children:"Username for the database (leave empty for AstraDB)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"token"}),(0,d.jsx)(t.td,{children:"Password / AstraDB Token"}),(0,d.jsx)(t.td,{children:"User password for the database or AstraDB token (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"keyspace"}),(0,d.jsx)(t.td,{children:"Keyspace"}),(0,d.jsx)(t.td,{children:"Table Keyspace or AstraDB namespace (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"Table Name"}),(0,d.jsx)(t.td,{children:"The name of the table or AstraDB collection where vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the Cassandra table (options: "Sync", "Off", default: "Sync")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"cluster_kwargs"}),(0,d.jsx)(t.td,{children:"Cluster arguments"}),(0,d.jsx)(t.td,{children:"Optional dictionary of additional keyword arguments for the Cassandra cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"Search Query"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store (list of Data objects)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Traversal", "MMR traversal", "Similarity", "Similarity with score threshold", "MMR (Max Marginal Relevance)", default: "Traversal")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"depth"}),(0,d.jsx)(t.td,{children:"Depth of traversal"}),(0,d.jsx)(t.td,{children:'The maximum depth of edges to traverse (for "Traversal" or "MMR traversal" search types, default: 1)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:'Minimum similarity score threshold for search results (for "Similarity with score threshold" search type)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-3",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"A Cassandra Graph vector store instance configured with the specified parameters."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"chroma-db",children:"Chroma DB"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Chroma Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.trychroma.com/",children:"Chroma documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-4",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'The name of the Chroma collection. Default: "langflow".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"persist_directory"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The directory to persist the Chroma database."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_cors_allow_origins"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"CORS allow origins for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_host"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Host for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_http_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"HTTP port for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_grpc_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"gRPC port for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"chroma_server_ssl_enabled"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Enable SSL for the Chroma server."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"allow_duplicates"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Allow duplicate documents in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search to perform: "Similarity" or "MMR".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 10."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"limit"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Limit the number of records to compare when Allow Duplicates is False."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-4",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Chroma"}),(0,d.jsx)(t.td,{children:"Chroma vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"clickhouse",children:"Clickhouse"}),"\n",(0,d.jsxs)(t.p,{children:["This component implements a Clickhouse Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://clickhouse.com/docs/en/intro",children:"CLickhouse Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-5",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"host"}),(0,d.jsx)(t.td,{children:"hostname"}),(0,d.jsx)(t.td,{children:'Clickhouse server hostname (required, default: "localhost")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"Clickhouse server port (required, default: 8123)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"database"}),(0,d.jsx)(t.td,{children:"database"}),(0,d.jsx)(t.td,{children:"Clickhouse database name (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table"}),(0,d.jsx)(t.td,{children:"Table name"}),(0,d.jsx)(t.td,{children:"Clickhouse table name (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"The ClickHouse user name."}),(0,d.jsx)(t.td,{children:"Username for authentication (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"The password for username."}),(0,d.jsx)(t.td,{children:"Password for authentication (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_type"}),(0,d.jsx)(t.td,{children:"index_type"}),(0,d.jsx)(t.td,{children:'Type of the index (options: "annoy", "vector_similarity", default: "annoy")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:'Metric to compute distance (options: "angular", "euclidean", "manhattan", "hamming", "dot", default: "angular")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"secure"}),(0,d.jsx)(t.td,{children:"Use https/TLS"}),(0,d.jsx)(t.td,{children:"Overrides inferred values from the interface or port arguments (default: false)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_param"}),(0,d.jsx)(t.td,{children:"Param of the index"}),(0,d.jsx)(t.td,{children:"Index parameters (default: \"'L2Distance',100\")"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_query_params"}),(0,d.jsx)(t.td,{children:"index query params"}),(0,d.jsx)(t.td,{children:"Additional index query parameters"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"Search Query"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding"}),(0,d.jsx)(t.td,{children:"Embedding model to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"score_threshold"}),(0,d.jsx)(t.td,{children:"Score threshold"}),(0,d.jsx)(t.td,{children:"Threshold for similarity scores"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-5",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsx)(t.td,{children:"Built Clickhouse vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsx)(t.td,{children:"Results of the similarity search as a list of Data objects"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"couchbase",children:"Couchbase"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Couchbase Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.couchbase.com/home/index.html",children:"Couchbase documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-6",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_connection_string"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Couchbase Cluster connection string (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Couchbase username (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"couchbase_password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Couchbase password (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bucket_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase bucket (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"scope_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase scope (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase collection (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Couchbase index (required)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 4 (advanced)."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-6",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"CouchbaseVectorStore"}),(0,d.jsx)(t.td,{children:"A Couchbase vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"elasticsearch",children:"Elasticsearch"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Elasticsearch Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://www.elastic.co/guide/en/elasticsearch/reference/current/dense-vector.html",children:"Elasticsearch documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-7",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Elasticsearch server URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_user"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Username for Elasticsearch authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"es_password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Password for Elasticsearch authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Elasticsearch index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Strategy for vector search ("approximate_k_nearest_neighbors" or "script_scoring")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Strategy for distance calculation ("COSINE", "EUCLIDEAN_DISTANCE", "DOT_PRODUCT")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search (default: 4)"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-7",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"ElasticsearchStore"}),(0,d.jsx)(t.td,{children:"Elasticsearch vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"faiss",children:"FAISS"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a FAISS Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://faiss.ai/index.html",children:"FAISS documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-8",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'The name of the FAISS index. Default: "langflow_index".'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"persist_directory"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Path to save the FAISS index. It will be relative to where Langflow is running."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to search for in the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"The data to ingest into the vector store (list of Data objects or documents)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"allow_dangerous_deserialization"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Set to True to allow loading pickle files from untrusted sources. Default: True (advanced)."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"The embedding function to use for the vector store."})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return from the search. Default: 4 (advanced)."})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-8",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"FAISS"}),(0,d.jsx)(t.td,{children:"A FAISS vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"hyper-converged-database-hcd-vector-store",children:"Hyper-Converged Database (HCD) Vector Store"}),"\n",(0,d.jsx)(t.p,{children:"This component implements a Vector Store using HCD."}),"\n",(0,d.jsx)(t.h3,{id:"inputs-9",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"Collection Name"}),(0,d.jsx)(t.td,{children:"The name of the collection within HCD where the vectors will be stored (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"HCD Username"}),(0,d.jsx)(t.td,{children:'Authentication username for accessing HCD (default: "hcd-superuser", required)'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"HCD Password"}),(0,d.jsx)(t.td,{children:"Authentication password for accessing HCD (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_endpoint"}),(0,d.jsx)(t.td,{children:"HCD API Endpoint"}),(0,d.jsx)(t.td,{children:"API endpoint URL for the HCD service (required)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"Search Input"}),(0,d.jsx)(t.td,{children:"Query string for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Ingest Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"Namespace"}),(0,d.jsx)(t.td,{children:'Optional namespace within HCD to use for the collection (default: "default_namespace")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ca_certificate"}),(0,d.jsx)(t.td,{children:"CA Certificate"}),(0,d.jsx)(t.td,{children:"Optional CA certificate for TLS connections to HCD"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metric"}),(0,d.jsx)(t.td,{children:"Metric"}),(0,d.jsx)(t.td,{children:'Optional distance metric for vector comparisons (options: "cosine", "dot_product", "euclidean")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Batch Size"}),(0,d.jsx)(t.td,{children:"Optional number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_insert_batch_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Insert Batch Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk insert operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_insert_overwrite_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Insert Overwrite Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk insert operations that overwrite existing data"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"bulk_delete_concurrency"}),(0,d.jsx)(t.td,{children:"Bulk Delete Concurrency"}),(0,d.jsx)(t.td,{children:"Optional concurrency level for bulk delete operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"Setup Mode"}),(0,d.jsx)(t.td,{children:'Configuration mode for setting up the vector store (options: "Sync", "Async", "Off", default: "Sync")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Pre Delete Collection"}),(0,d.jsx)(t.td,{children:"Boolean flag to determine whether to delete the collection before creating a new one"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_indexing_include"}),(0,d.jsx)(t.td,{children:"Metadata Indexing Include"}),(0,d.jsx)(t.td,{children:"Optional list of metadata fields to include in the indexing"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embedding or Astra Vectorize"}),(0,d.jsx)(t.td,{children:"Allows either an embedding model or an Astra Vectorize configuration"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_indexing_exclude"}),(0,d.jsx)(t.td,{children:"Metadata Indexing Exclude"}),(0,d.jsx)(t.td,{children:"Optional list of metadata fields to exclude from the indexing"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_indexing_policy"}),(0,d.jsx)(t.td,{children:"Collection Indexing Policy"}),(0,d.jsx)(t.td,{children:"Optional dictionary defining the indexing policy for the collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Number of Results"}),(0,d.jsx)(t.td,{children:"Number of results to return in similarity search (default: 4)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"Search Type"}),(0,d.jsx)(t.td,{children:'Search type to use (options: "Similarity", "Similarity with score threshold", "MMR (Max Marginal Relevance)", default: "Similarity")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Search Score Threshold"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results (default: 0)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Search Metadata Filter"}),(0,d.jsx)(t.td,{children:"Optional dictionary of filters to apply to the search query"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-9",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Display Name"}),(0,d.jsx)(t.th,{children:"Info"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Vector Store"}),(0,d.jsxs)(t.td,{children:["An HCD vector store instance The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"Search Results"}),(0,d.jsxs)(t.td,{children:["The results of the similarity search as a list of ",(0,d.jsx)(t.code,{children:"Data"})," objects."]})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"milvus",children:"Milvus"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Milvus Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://milvus.io/docs",children:"Milvus documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-10",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Milvus collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_description"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Description of the Milvus collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"uri"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Connection URI for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Password for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Username for Milvus"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"batch_size"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of data to process in a single batch"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Type of search to perform"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_filter"}),(0,d.jsx)(t.td,{children:"Dict"}),(0,d.jsx)(t.td,{children:"Metadata filters for search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"setup_mode"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Configuration mode for setting up the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_dimensions"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of dimensions of the vectors"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pre_delete_collection"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Whether to delete the collection before creating a new one"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-10",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Milvus"}),(0,d.jsx)(t.td,{children:"A Milvus vector store instance configured with the specified parameters."})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"mongodb-atlas",children:"MongoDB Atlas"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a MongoDB Atlas Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://www.mongodb.com/docs/atlas/atlas-vector-search/tutorials/vector-search-quick-start/",children:"MongoDB Atlas documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-11",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"mongodb_atlas_cluster_uri"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"MongoDB Atlas Cluster URI"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"db_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Database name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Collection name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-11",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"MongoDBAtlasVectorSearch"}),(0,d.jsx)(t.td,{children:"MongoDB Atlas vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"opensearch",children:"Opensearch"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Opensearch vector store with search capabilities\nFor more information, see ",(0,d.jsx)(t.a,{href:"https://opensearch.org/platform/search/vector-database.html",children:"Opensearch documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-12",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"opensearch_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsxs)(t.td,{children:["URL for OpenSearch cluster (e.g. ",(0,d.jsx)(t.a,{href:"https://192.168.1.1:9200",children:"https://192.168.1.1:9200"}),")"]})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The index name where the vectors will be stored in OpenSearch cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_input"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Enter a search query. Leave empty to retrieve all documents or if hybrid search is being used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Valid values are "similarity", "similarity_score_threshold", "mmr"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_score_threshold"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Minimum similarity score threshold for search results"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"username"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"username for the opensource cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"password"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"password for the opensource cluster"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"use_ssl"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Use SSL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"verify_certs"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Verify certificates"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"hybrid_search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Provide a custom hybrid search query in JSON format. This allows you to combine vector similarity and keyword matching"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-12",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"OpenSearchVectorSearch"}),(0,d.jsx)(t.td,{children:"OpenSearch vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"pgvector",children:"PGVector"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a PGVector Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://github.com/pgvector/pgvector",children:"PGVector documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-13",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pg_server_url"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"PostgreSQL server connection string"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Table name for the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-13",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"PGVector"}),(0,d.jsx)(t.td,{children:"PGVector vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"pinecone",children:"Pinecone"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Pinecone Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.pinecone.io/home",children:"Pinecone documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-14",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Pinecone index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Namespace for the index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_strategy"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Strategy for calculating distance between vectors"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"pinecone_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"API key for Pinecone"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key in the record to use as text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-14",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Pinecone"}),(0,d.jsx)(t.td,{children:"Pinecone vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"qdrant",children:"Qdrant"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Qdrant Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://qdrant.tech/documentation/",children:"Qdrant documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-15",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"collection_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Qdrant collection"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"host"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Qdrant server host"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Qdrant server port"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"grpc_port"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Qdrant gRPC port"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"API key for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"prefix"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Prefix for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"timeout"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Timeout for Qdrant operations"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"path"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Path for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"URL for Qdrant"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"distance_func"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Distance function for vector similarity"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"content_payload_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key for content payload"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_payload_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Key for metadata payload"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-15",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Qdrant"}),(0,d.jsx)(t.td,{children:"Qdrant vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"redis",children:"Redis"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Redis Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/",children:"Redis documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-16",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"redis_server_url"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Redis server connection string"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"redis_index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the Redis index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"code"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Custom code for Redis (advanced)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"schema"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Schema for Redis index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-16",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"Redis"}),(0,d.jsx)(t.td,{children:"Redis vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"supabase",children:"Supabase"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a connection to a Supabase Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://supabase.com/docs/guides/ai",children:"Supabase documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-17",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"supabase_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"URL of the Supabase instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"supabase_service_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Service key for Supabase authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"table_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the table in Supabase"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"query_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Name of the query to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-17",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"SupabaseVectorStore"}),(0,d.jsx)(t.td,{children:"Supabase vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"upstash",children:"Upstash"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates an Upstash Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://upstash.com/docs/introduction",children:"Upstash documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-18",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The URL of the Upstash index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_token"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"The token for the Upstash index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The key in the record to use as text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"namespace"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Namespace for the index"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"metadata_filter"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Filters documents by metadata"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"Data"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use (optional)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-18",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"UpstashVectorStore"}),(0,d.jsx)(t.td,{children:"Upstash vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara",children:"Vectara"}),"\n",(0,d.jsxs)(t.p,{children:["This component creates a Vectara Vector Store with search capabilities.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-19",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Embedding function to use (optional)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"ingest_data"}),(0,d.jsx)(t.td,{children:"List[Document/Data]"}),(0,d.jsx)(t.td,{children:"Data to be ingested into the vector store"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Query for similarity search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"number_of_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to return in search"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-19",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"VectaraVectorStore"}),(0,d.jsx)(t.td,{children:"Vectara vector store instance"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})]})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara-search",children:"Vectara Search"}),"\n",(0,d.jsxs)(t.p,{children:["This component searches a Vectara Vector Store for documents based on the provided input.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-20",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search, such as "Similarity" or "MMR"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input_value"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"files_url"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional URLs for file initialization"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-20",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"vectara-rag",children:"Vectara RAG"}),"\n",(0,d.jsxs)(t.p,{children:["This component leverages Vectara's Retrieval Augmented Generation (RAG) capabilities to search and summarize documents based on the provided input. For more information, see the ",(0,d.jsx)(t.a,{href:"https://docs.vectara.com/docs/",children:"Vectara documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-21",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_customer_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara customer ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_corpus_id"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Vectara corpus ID"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vectara_api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Vectara API key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_query"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"The query to receive an answer on"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"lexical_interpolation"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Hybrid search factor (0.005 to 0.1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"filter"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Metadata filters to narrow the search"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"reranker"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Reranker type (mmr, rerank_multilingual_v1, none)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"reranker_k"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Number of results to rerank (1 to 100)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"diversity_bias"}),(0,d.jsx)(t.td,{children:"Float"}),(0,d.jsx)(t.td,{children:"Diversity bias for MMR reranker (0 to 1)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"max_results"}),(0,d.jsx)(t.td,{children:"Integer"}),(0,d.jsx)(t.td,{children:"Maximum number of search results to summarize (1 to 100)"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"response_lang"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Language code for the response (for example, "eng", "auto")'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"prompt"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Prompt name for summarization"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-21",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"answer"}),(0,d.jsx)(t.td,{children:"Message"}),(0,d.jsx)(t.td,{children:"Generated RAG response"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"weaviate",children:"Weaviate"}),"\n",(0,d.jsxs)(t.p,{children:["This component facilitates a Weaviate Vector Store setup, optimizing text and document indexing and retrieval.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://weaviate.io/developers/weaviate",children:"Weaviate Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-22",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"weaviate_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default instance URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_by_text"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Indicates whether to search by text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Optional API key for authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Optional index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default text extraction key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input"}),(0,d.jsx)(t.td,{children:"Document"}),(0,d.jsx)(t.td,{children:"Document or record"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Model used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"attributes"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional additional attributes"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-22",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"vector_store"}),(0,d.jsx)(t.td,{children:"WeaviateVectorStore"}),(0,d.jsx)(t.td,{children:"Weaviate vector store instance"})]})})]}),"\n",(0,d.jsx)(t.h2,{id:"weaviate-search",children:"Weaviate Search"}),"\n",(0,d.jsxs)(t.p,{children:["This component searches a Weaviate Vector Store for documents similar to the input.\nFor more information, see the ",(0,d.jsx)(t.a,{href:"https://weaviate.io/developers/weaviate",children:"Weaviate Documentation"}),"."]}),"\n",(0,d.jsx)(t.h3,{id:"inputs-23",children:"Inputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsxs)(t.tbody,{children:[(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_type"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:'Type of search, such as "Similarity" or "MMR"'})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"input_value"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Search query"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"weaviate_url"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default instance URL"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_by_text"}),(0,d.jsx)(t.td,{children:"Boolean"}),(0,d.jsx)(t.td,{children:"Indicates whether to search by text"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"api_key"}),(0,d.jsx)(t.td,{children:"SecretString"}),(0,d.jsx)(t.td,{children:"Optional API key for authentication"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"index_name"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Optional index name"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"text_key"}),(0,d.jsx)(t.td,{children:"String"}),(0,d.jsx)(t.td,{children:"Default text extraction key"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"embedding"}),(0,d.jsx)(t.td,{children:"Embeddings"}),(0,d.jsx)(t.td,{children:"Model used"})]}),(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"attributes"}),(0,d.jsx)(t.td,{children:"List[String]"}),(0,d.jsx)(t.td,{children:"Optional additional attributes"})]})]})]}),"\n",(0,d.jsx)(t.h3,{id:"outputs-23",children:"Outputs"}),"\n",(0,d.jsxs)(t.table,{children:[(0,d.jsx)(t.thead,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.th,{children:"Name"}),(0,d.jsx)(t.th,{children:"Type"}),(0,d.jsx)(t.th,{children:"Description"})]})}),(0,d.jsx)(t.tbody,{children:(0,d.jsxs)(t.tr,{children:[(0,d.jsx)(t.td,{children:"search_results"}),(0,d.jsx)(t.td,{children:"List[Data]"}),(0,d.jsx)(t.td,{children:"Results of similarity search"})]})})]})]})}function o(e={}){const{wrapper:t}={...(0,n.R)(),...e.components};return t?(0,d.jsx)(t,{...e,children:(0,d.jsx)(a,{...e})}):a(e)}},59072:(e,t,r)=>{r.d(t,{A:()=>s});const s=r.p+"assets/images/vector-store-agent-retrieval-tool-79066d11008a74c40390f55f7c73bd71.png"},67719:(e,t,r)=>{r.d(t,{A:()=>s});const s=r.p+"assets/images/vector-store-retrieval-452b8316c734a28f85fcddf9ff7a32e4.png"}}]); \ No newline at end of file diff --git a/assets/js/runtime~main.a26caf45.js b/assets/js/runtime~main.1049f8fc.js similarity index 98% rename from assets/js/runtime~main.a26caf45.js rename to assets/js/runtime~main.1049f8fc.js index e751c7eaea..1f1b8f775c 100644 --- a/assets/js/runtime~main.a26caf45.js +++ b/assets/js/runtime~main.1049f8fc.js @@ -1 +1 @@ -(()=>{"use strict";var e,a,c,f,b,d={},t={};function r(e){var a=t[e];if(void 0!==a)return a.exports;var c=t[e]={id:e,loaded:!1,exports:{}};return d[e].call(c.exports,c,c.exports,r),c.loaded=!0,c.exports}r.m=d,r.c=t,e=[],r.O=(a,c,f,b)=>{if(!c){var d=1/0;for(i=0;i=b)&&Object.keys(r.O).every((e=>r.O[e](c[o])))?c.splice(o--,1):(t=!1,b0&&e[i-1][2]>b;i--)e[i]=e[i-1];e[i]=[c,f,b]},r.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return r.d(a,{a:a}),a},c=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,r.t=function(e,f){if(1&f&&(e=this(e)),8&f)return e;if("object"==typeof e&&e){if(4&f&&e.__esModule)return e;if(16&f&&"function"==typeof e.then)return e}var b=Object.create(null);r.r(b);var d={};a=a||[null,c({}),c([]),c(c)];for(var t=2&f&&e;"object"==typeof t&&!~a.indexOf(t);t=c(t))Object.getOwnPropertyNames(t).forEach((a=>d[a]=()=>e[a]));return d.default=()=>e,r.d(b,d),b},r.d=(e,a)=>{for(var c in a)r.o(a,c)&&!r.o(e,c)&&Object.defineProperty(e,c,{enumerable:!0,get:a[c]})},r.f={},r.e=e=>Promise.all(Object.keys(r.f).reduce(((a,c)=>(r.f[c](e,a),a)),[])),r.u=e=>"assets/js/"+({51:"b7251463",145:"0be1d5fe",191:"c643a6d5",230:"bc63ae25",321:"6e1a9721",417:"93e16042",444:"14f42f9e",719:"459c52ca",762:"4af57a32",768:"6d684b63",787:"672a0eba",800:"a4c0ff01",868:"dc7b1ef3",944:"d3600190",957:"c141421f",964:"05d835b4",1022:"8a61012d",1035:"24d32e91",1079:"f5818e36",1185:"c2de64b8",1227:"647965d5",1394:"8054effa",1488:"ac3cc3f5",1500:"1e9025f7",1556:"264ffc80",1563:"3ef76b56",1567:"22dd74f7",1625:"92852ade",1690:"41a97a99",1845:"2ab0d4f5",1956:"fe6f9601",2073:"7b7db446",2097:"338a6f8e",2138:"1a4e3797",2273:"e756fa26",2431:"c0d3c6ab",2624:"8ff68e6f",2657:"a3ab51d1",2777:"b3ba68b4",2818:"a9b73094",3040:"2148ae42",3110:"6a2beaac",3142:"ec64dfaf",3247:"bd7ab245",3327:"6aa941bb",3347:"b5257597",3391:"f66238ae",3576:"64045095",3694:"c2b1730c",3758:"a963b3cb",3859:"7679ca6e",3917:"c8dad5f1",3964:"829ff4d2",3968:"0e5205b8",4028:"c2ebd62a",4046:"9ac856ad",4133:"5cf11f26",4615:"6801371f",4633:"c563aec0",4645:"fef056e9",4778:"e189eece",4784:"438e4337",4841:"8298c1cb",4891:"ca67d85f",4930:"d2ad385b",4931:"a9b4f8aa",4954:"a71efd4a",4973:"2d2c4fcb",5107:"10156854",5109:"3542ed72",5138:"309383dc",5179:"41e3c105",5281:"a0511a5b",5284:"64ca91f1",5304:"7dbff1af",5327:"6ead2d51",5339:"9447891f",5395:"98058046",5425:"ee32130c",5467:"40d13080",5474:"d175aa8b",5475:"18f3809a",5513:"20d49d07",5514:"02955c09",5562:"20e9af62",5572:"873ebc27",5628:"a83bc7c0",5634:"9822a706",5647:"885eb549",5673:"73af8c33",5716:"946d1cee",5718:"5ccf4833",5742:"aba21aa0",5772:"4e7126f8",5865:"e1766139",5866:"3b577cbb",5883:"61cfab8e",5894:"f178e9b3",5923:"73d1a090",5979:"a3a1efc2",6003:"4d983c8e",6008:"445668ec",6053:"dfc50084",6080:"4d15791b",6147:"ab17fe15",6214:"b1220dbd",6281:"c96ce3ed",6332:"873508e7",6350:"188ee668",6419:"96eb0e67",6445:"9fb9a766",6473:"4c5e977b",6511:"320c2db0",6559:"6f13807a",6682:"5a6d6120",6745:"ea3c040a",6877:"d8246fb2",6890:"8b85e1d0",6897:"57123a14",6920:"c817e236",6949:"b36bb719",6978:"b192f687",7098:"a7bd4aaa",7108:"688feaef",7118:"4ce9199e",7165:"547df4a1",7211:"cacdc615",7338:"c39b795e",7339:"7a774ddf",7408:"3ae94ad4",7453:"fdefa9a8",7462:"921b5fc1",7472:"744aaf8b",7507:"be76515e",7713:"3a82b27e",7894:"0f44198a",8031:"25bf2d67",8034:"e98c4d08",8054:"85112c90",8064:"274fd934",8085:"cc44357e",8102:"019dbd1f",8188:"ecd67556",8196:"75a9e1e0",8208:"216e3ed7",8245:"5e834a3c",8304:"3b356402",8356:"c6a5eaec",8401:"17896441",8504:"e6c6a4d2",8598:"44dfcf75",8661:"8f774222",8679:"3705a9c0",8921:"45476a69",8927:"ae68aa8b",8929:"172b3cfb",8953:"adef6868",9036:"850d3674",9048:"a94703ab",9099:"b1bc5ffe",9126:"169603ea",9141:"19136925",9306:"667d0790",9371:"991799c5",9431:"cd8dccb5",9455:"54175a6c",9465:"4600db1a",9476:"57c9a2b8",9479:"4e038a6a",9483:"7823fa72",9555:"dedd5914",9619:"29b8e27a",9642:"eae80ce0",9647:"5e95c892",9681:"5ff9f4db",9705:"ee3b5967",9789:"537e1953",9905:"43df3697"}[e]||e)+"."+{51:"5d784984",145:"f5f6db2f",191:"93f7f44f",230:"a79a8220",321:"24adcb42",417:"aa4a0439",444:"dabca594",719:"ebca91e2",756:"240f2e9c",762:"637dcf78",768:"d27f1039",787:"46013e6e",800:"cc6a1a81",868:"75a2fdea",900:"f83a9a5d",944:"ad8345f5",957:"da9e1d2b",964:"00580db1",1022:"463e624f",1035:"a3e48a76",1079:"1baa350d",1185:"cf4df955",1227:"ccc328fb",1394:"1930e5bb",1488:"0fd73816",1500:"23ef6f20",1556:"b8ad5975",1563:"892a275e",1567:"f1ced9e4",1625:"14cdddbe",1690:"91fdb9bb",1809:"2ba71c72",1845:"22c542ac",1956:"c3ad7153",2073:"76ec9200",2097:"bbfb9b02",2138:"02023697",2273:"75d08426",2431:"ef6babef",2624:"5e1041c8",2657:"e301f410",2777:"667ffe02",2818:"d7c2564e",3040:"2f328e31",3042:"f1fb0b14",3110:"0cb7cba6",3142:"4b89066a",3247:"dff775ba",3327:"2d3d4563",3347:"eee0a54d",3391:"e53f27a5",3576:"c81cf68d",3694:"bbd3194d",3758:"3633783b",3859:"ae0ae972",3917:"afe9a928",3964:"640050f5",3968:"6d49ed88",3997:"ff54fe17",4028:"5d69e30e",4046:"1dc3f82f",4058:"44d6af12",4133:"4983a282",4615:"34f4c2bb",4633:"2670172c",4645:"8aab2e91",4778:"e1fe918c",4784:"eedeaab3",4841:"636e61e8",4891:"af2ca57e",4930:"c61850c7",4931:"e12cb2aa",4954:"39834817",4973:"15905c36",5107:"3734a74a",5109:"6e842257",5138:"a3f2d60c",5179:"a01b03b9",5281:"74ddde82",5284:"93256425",5304:"48594f72",5327:"2133a77e",5339:"32f51307",5395:"d7de6350",5425:"7e57af81",5467:"711e3994",5474:"41da54cb",5475:"53639c46",5513:"b0435182",5514:"73b24f2a",5562:"10eed1f2",5572:"cd4dd103",5628:"c592eecf",5634:"273286e1",5647:"58894ec5",5673:"c551ad23",5716:"9a2b191e",5718:"8b627eb1",5742:"60b1d5b2",5772:"159005f6",5865:"07b76a7b",5866:"c3ff314a",5883:"70c26b55",5894:"bab222a0",5923:"7246339a",5979:"2197e570",6003:"8bac273b",6008:"5253986f",6053:"750e9789",6080:"d22f112b",6147:"0bd0c5ae",6214:"9f8c28d9",6281:"ca06c925",6332:"76e3f918",6350:"30a61eaf",6419:"fbcaa4c0",6445:"4ed696fa",6473:"b5e32ff9",6511:"bced4ab1",6559:"93a45f3b",6682:"d97134cc",6745:"e1155449",6877:"ea2b8569",6890:"b8852f36",6897:"39143408",6920:"b3e27729",6949:"fd9994c0",6978:"0d06dec7",7098:"d9bb61a0",7108:"c0eef69a",7118:"c8165f92",7165:"526bf4ae",7211:"4ca61e4a",7338:"465fb5c5",7339:"a4ac015b",7408:"fe273d8c",7453:"14321103",7462:"bc820cbe",7472:"de12eadb",7507:"3ada8d92",7713:"6fed2d9e",7894:"03b3ad37",8031:"d87ef78d",8034:"0f45a00a",8054:"b01ef0b9",8064:"bef3107b",8085:"b6a856c6",8102:"abdd94a4",8158:"20de8b80",8188:"a1d89d2b",8196:"5b84433e",8208:"03fa01c2",8245:"11d09dfc",8304:"9691cfec",8356:"16ad725e",8401:"bf953603",8504:"c667ce71",8598:"2ae9abad",8661:"cf70ad92",8679:"3c62acdc",8913:"47209f3b",8921:"19a3acff",8927:"8ccfed1b",8929:"99703724",8953:"913fad87",9036:"e7813ef5",9048:"810f8ad8",9099:"c040cb06",9126:"b92229de",9141:"d3838c09",9306:"8ecb1a62",9371:"c0d3e70a",9431:"e71be9b9",9455:"86865e4e",9465:"c6fccf29",9476:"1e7d50db",9479:"be50d36a",9483:"fdbadedc",9555:"fad264d1",9619:"08d19d63",9642:"81271310",9647:"e6d9c2b6",9681:"c7ae0882",9705:"558672e0",9729:"2f32331e",9789:"1b1c52e9",9905:"47eb21c7"}[e]+".js",r.miniCssF=e=>{},r.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),r.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),f={},b="langflow-docs:",r.l=(e,a,c,d)=>{if(f[e])f[e].push(a);else{var t,o;if(void 0!==c)for(var n=document.getElementsByTagName("script"),i=0;i{t.onerror=t.onload=null,clearTimeout(s);var b=f[e];if(delete f[e],t.parentNode&&t.parentNode.removeChild(t),b&&b.forEach((e=>e(c))),a)return a(c)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:t}),12e4);t.onerror=u.bind(null,t.onerror),t.onload=u.bind(null,t.onload),o&&document.head.appendChild(t)}},r.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},r.nmd=e=>(e.paths=[],e.children||(e.children=[]),e),r.p="/",r.gca=function(e){return e={10156854:"5107",17896441:"8401",19136925:"9141",64045095:"3576",98058046:"5395",b7251463:"51","0be1d5fe":"145",c643a6d5:"191",bc63ae25:"230","6e1a9721":"321","93e16042":"417","14f42f9e":"444","459c52ca":"719","4af57a32":"762","6d684b63":"768","672a0eba":"787",a4c0ff01:"800",dc7b1ef3:"868",d3600190:"944",c141421f:"957","05d835b4":"964","8a61012d":"1022","24d32e91":"1035",f5818e36:"1079",c2de64b8:"1185","647965d5":"1227","8054effa":"1394",ac3cc3f5:"1488","1e9025f7":"1500","264ffc80":"1556","3ef76b56":"1563","22dd74f7":"1567","92852ade":"1625","41a97a99":"1690","2ab0d4f5":"1845",fe6f9601:"1956","7b7db446":"2073","338a6f8e":"2097","1a4e3797":"2138",e756fa26:"2273",c0d3c6ab:"2431","8ff68e6f":"2624",a3ab51d1:"2657",b3ba68b4:"2777",a9b73094:"2818","2148ae42":"3040","6a2beaac":"3110",ec64dfaf:"3142",bd7ab245:"3247","6aa941bb":"3327",b5257597:"3347",f66238ae:"3391",c2b1730c:"3694",a963b3cb:"3758","7679ca6e":"3859",c8dad5f1:"3917","829ff4d2":"3964","0e5205b8":"3968",c2ebd62a:"4028","9ac856ad":"4046","5cf11f26":"4133","6801371f":"4615",c563aec0:"4633",fef056e9:"4645",e189eece:"4778","438e4337":"4784","8298c1cb":"4841",ca67d85f:"4891",d2ad385b:"4930",a9b4f8aa:"4931",a71efd4a:"4954","2d2c4fcb":"4973","3542ed72":"5109","309383dc":"5138","41e3c105":"5179",a0511a5b:"5281","64ca91f1":"5284","7dbff1af":"5304","6ead2d51":"5327","9447891f":"5339",ee32130c:"5425","40d13080":"5467",d175aa8b:"5474","18f3809a":"5475","20d49d07":"5513","02955c09":"5514","20e9af62":"5562","873ebc27":"5572",a83bc7c0:"5628","9822a706":"5634","885eb549":"5647","73af8c33":"5673","946d1cee":"5716","5ccf4833":"5718",aba21aa0:"5742","4e7126f8":"5772",e1766139:"5865","3b577cbb":"5866","61cfab8e":"5883",f178e9b3:"5894","73d1a090":"5923",a3a1efc2:"5979","4d983c8e":"6003","445668ec":"6008",dfc50084:"6053","4d15791b":"6080",ab17fe15:"6147",b1220dbd:"6214",c96ce3ed:"6281","873508e7":"6332","188ee668":"6350","96eb0e67":"6419","9fb9a766":"6445","4c5e977b":"6473","320c2db0":"6511","6f13807a":"6559","5a6d6120":"6682",ea3c040a:"6745",d8246fb2:"6877","8b85e1d0":"6890","57123a14":"6897",c817e236:"6920",b36bb719:"6949",b192f687:"6978",a7bd4aaa:"7098","688feaef":"7108","4ce9199e":"7118","547df4a1":"7165",cacdc615:"7211",c39b795e:"7338","7a774ddf":"7339","3ae94ad4":"7408",fdefa9a8:"7453","921b5fc1":"7462","744aaf8b":"7472",be76515e:"7507","3a82b27e":"7713","0f44198a":"7894","25bf2d67":"8031",e98c4d08:"8034","85112c90":"8054","274fd934":"8064",cc44357e:"8085","019dbd1f":"8102",ecd67556:"8188","75a9e1e0":"8196","216e3ed7":"8208","5e834a3c":"8245","3b356402":"8304",c6a5eaec:"8356",e6c6a4d2:"8504","44dfcf75":"8598","8f774222":"8661","3705a9c0":"8679","45476a69":"8921",ae68aa8b:"8927","172b3cfb":"8929",adef6868:"8953","850d3674":"9036",a94703ab:"9048",b1bc5ffe:"9099","169603ea":"9126","667d0790":"9306","991799c5":"9371",cd8dccb5:"9431","54175a6c":"9455","4600db1a":"9465","57c9a2b8":"9476","4e038a6a":"9479","7823fa72":"9483",dedd5914:"9555","29b8e27a":"9619",eae80ce0:"9642","5e95c892":"9647","5ff9f4db":"9681",ee3b5967:"9705","537e1953":"9789","43df3697":"9905"}[e]||e,r.p+r.u(e)},(()=>{var e={5354:0,1869:0};r.f.j=(a,c)=>{var f=r.o(e,a)?e[a]:void 0;if(0!==f)if(f)c.push(f[2]);else if(/^(1869|5354)$/.test(a))e[a]=0;else{var b=new Promise(((c,b)=>f=e[a]=[c,b]));c.push(f[2]=b);var d=r.p+r.u(a),t=new Error;r.l(d,(c=>{if(r.o(e,a)&&(0!==(f=e[a])&&(e[a]=void 0),f)){var b=c&&("load"===c.type?"missing":c.type),d=c&&c.target&&c.target.src;t.message="Loading chunk "+a+" failed.\n("+b+": "+d+")",t.name="ChunkLoadError",t.type=b,t.request=d,f[1](t)}}),"chunk-"+a,a)}},r.O.j=a=>0===e[a];var a=(a,c)=>{var f,b,d=c[0],t=c[1],o=c[2],n=0;if(d.some((a=>0!==e[a]))){for(f in t)r.o(t,f)&&(r.m[f]=t[f]);if(o)var i=o(r)}for(a&&a(c);n{"use strict";var e,a,c,f,b,d={},t={};function r(e){var a=t[e];if(void 0!==a)return a.exports;var c=t[e]={id:e,loaded:!1,exports:{}};return d[e].call(c.exports,c,c.exports,r),c.loaded=!0,c.exports}r.m=d,r.c=t,e=[],r.O=(a,c,f,b)=>{if(!c){var d=1/0;for(i=0;i=b)&&Object.keys(r.O).every((e=>r.O[e](c[o])))?c.splice(o--,1):(t=!1,b0&&e[i-1][2]>b;i--)e[i]=e[i-1];e[i]=[c,f,b]},r.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return r.d(a,{a:a}),a},c=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,r.t=function(e,f){if(1&f&&(e=this(e)),8&f)return e;if("object"==typeof e&&e){if(4&f&&e.__esModule)return e;if(16&f&&"function"==typeof e.then)return e}var b=Object.create(null);r.r(b);var d={};a=a||[null,c({}),c([]),c(c)];for(var t=2&f&&e;"object"==typeof t&&!~a.indexOf(t);t=c(t))Object.getOwnPropertyNames(t).forEach((a=>d[a]=()=>e[a]));return d.default=()=>e,r.d(b,d),b},r.d=(e,a)=>{for(var c in a)r.o(a,c)&&!r.o(e,c)&&Object.defineProperty(e,c,{enumerable:!0,get:a[c]})},r.f={},r.e=e=>Promise.all(Object.keys(r.f).reduce(((a,c)=>(r.f[c](e,a),a)),[])),r.u=e=>"assets/js/"+({51:"b7251463",145:"0be1d5fe",191:"c643a6d5",230:"bc63ae25",321:"6e1a9721",417:"93e16042",444:"14f42f9e",719:"459c52ca",762:"4af57a32",768:"6d684b63",787:"672a0eba",800:"a4c0ff01",868:"dc7b1ef3",944:"d3600190",957:"c141421f",964:"05d835b4",1022:"8a61012d",1035:"24d32e91",1079:"f5818e36",1185:"c2de64b8",1227:"647965d5",1394:"8054effa",1488:"ac3cc3f5",1500:"1e9025f7",1556:"264ffc80",1563:"3ef76b56",1567:"22dd74f7",1625:"92852ade",1690:"41a97a99",1845:"2ab0d4f5",1956:"fe6f9601",2073:"7b7db446",2097:"338a6f8e",2138:"1a4e3797",2273:"e756fa26",2431:"c0d3c6ab",2624:"8ff68e6f",2657:"a3ab51d1",2777:"b3ba68b4",2818:"a9b73094",3040:"2148ae42",3110:"6a2beaac",3142:"ec64dfaf",3247:"bd7ab245",3327:"6aa941bb",3347:"b5257597",3391:"f66238ae",3576:"64045095",3694:"c2b1730c",3758:"a963b3cb",3859:"7679ca6e",3917:"c8dad5f1",3964:"829ff4d2",3968:"0e5205b8",4028:"c2ebd62a",4046:"9ac856ad",4133:"5cf11f26",4615:"6801371f",4633:"c563aec0",4645:"fef056e9",4778:"e189eece",4784:"438e4337",4841:"8298c1cb",4891:"ca67d85f",4930:"d2ad385b",4931:"a9b4f8aa",4954:"a71efd4a",4973:"2d2c4fcb",5107:"10156854",5109:"3542ed72",5138:"309383dc",5179:"41e3c105",5281:"a0511a5b",5284:"64ca91f1",5304:"7dbff1af",5327:"6ead2d51",5339:"9447891f",5395:"98058046",5425:"ee32130c",5467:"40d13080",5474:"d175aa8b",5475:"18f3809a",5513:"20d49d07",5514:"02955c09",5562:"20e9af62",5572:"873ebc27",5628:"a83bc7c0",5634:"9822a706",5647:"885eb549",5673:"73af8c33",5716:"946d1cee",5718:"5ccf4833",5742:"aba21aa0",5772:"4e7126f8",5865:"e1766139",5866:"3b577cbb",5883:"61cfab8e",5894:"f178e9b3",5923:"73d1a090",5979:"a3a1efc2",6003:"4d983c8e",6008:"445668ec",6053:"dfc50084",6080:"4d15791b",6147:"ab17fe15",6214:"b1220dbd",6281:"c96ce3ed",6332:"873508e7",6350:"188ee668",6419:"96eb0e67",6445:"9fb9a766",6473:"4c5e977b",6511:"320c2db0",6559:"6f13807a",6682:"5a6d6120",6745:"ea3c040a",6877:"d8246fb2",6890:"8b85e1d0",6897:"57123a14",6920:"c817e236",6949:"b36bb719",6978:"b192f687",7098:"a7bd4aaa",7108:"688feaef",7118:"4ce9199e",7165:"547df4a1",7211:"cacdc615",7338:"c39b795e",7339:"7a774ddf",7408:"3ae94ad4",7453:"fdefa9a8",7462:"921b5fc1",7472:"744aaf8b",7507:"be76515e",7713:"3a82b27e",7894:"0f44198a",8031:"25bf2d67",8034:"e98c4d08",8054:"85112c90",8064:"274fd934",8085:"cc44357e",8102:"019dbd1f",8188:"ecd67556",8196:"75a9e1e0",8208:"216e3ed7",8245:"5e834a3c",8304:"3b356402",8356:"c6a5eaec",8401:"17896441",8504:"e6c6a4d2",8598:"44dfcf75",8661:"8f774222",8679:"3705a9c0",8921:"45476a69",8927:"ae68aa8b",8929:"172b3cfb",8953:"adef6868",9036:"850d3674",9048:"a94703ab",9099:"b1bc5ffe",9126:"169603ea",9141:"19136925",9306:"667d0790",9371:"991799c5",9431:"cd8dccb5",9455:"54175a6c",9465:"4600db1a",9476:"57c9a2b8",9479:"4e038a6a",9483:"7823fa72",9555:"dedd5914",9619:"29b8e27a",9642:"eae80ce0",9647:"5e95c892",9681:"5ff9f4db",9705:"ee3b5967",9789:"537e1953",9905:"43df3697"}[e]||e)+"."+{51:"5d784984",145:"f5f6db2f",191:"93f7f44f",230:"a79a8220",321:"24adcb42",417:"aa4a0439",444:"dabca594",719:"ebca91e2",756:"240f2e9c",762:"637dcf78",768:"d27f1039",787:"46013e6e",800:"cc6a1a81",868:"75a2fdea",900:"f83a9a5d",944:"ad8345f5",957:"da9e1d2b",964:"00580db1",1022:"463e624f",1035:"a3e48a76",1079:"1baa350d",1185:"cf4df955",1227:"ccc328fb",1394:"1930e5bb",1488:"0fd73816",1500:"23ef6f20",1556:"b8ad5975",1563:"892a275e",1567:"f1ced9e4",1625:"14cdddbe",1690:"91fdb9bb",1809:"2ba71c72",1845:"0d10a4bf",1956:"c3ad7153",2073:"76ec9200",2097:"bbfb9b02",2138:"02023697",2273:"75d08426",2431:"ef6babef",2624:"5e1041c8",2657:"e301f410",2777:"667ffe02",2818:"d7c2564e",3040:"2f328e31",3042:"f1fb0b14",3110:"0cb7cba6",3142:"4b89066a",3247:"dff775ba",3327:"2d3d4563",3347:"eee0a54d",3391:"b678642e",3576:"c81cf68d",3694:"bbd3194d",3758:"3633783b",3859:"ae0ae972",3917:"afe9a928",3964:"640050f5",3968:"6d49ed88",3997:"ff54fe17",4028:"5d69e30e",4046:"1dc3f82f",4058:"44d6af12",4133:"4983a282",4615:"34f4c2bb",4633:"2670172c",4645:"8aab2e91",4778:"e1fe918c",4784:"eedeaab3",4841:"636e61e8",4891:"af2ca57e",4930:"c61850c7",4931:"e12cb2aa",4954:"39834817",4973:"15905c36",5107:"3734a74a",5109:"6e842257",5138:"a3f2d60c",5179:"a01b03b9",5281:"74ddde82",5284:"93256425",5304:"48594f72",5327:"2133a77e",5339:"32f51307",5395:"d7de6350",5425:"7e57af81",5467:"711e3994",5474:"41da54cb",5475:"53639c46",5513:"b0435182",5514:"73b24f2a",5562:"10eed1f2",5572:"cd4dd103",5628:"c592eecf",5634:"273286e1",5647:"58894ec5",5673:"c551ad23",5716:"9a2b191e",5718:"8b627eb1",5742:"60b1d5b2",5772:"159005f6",5865:"07b76a7b",5866:"c3ff314a",5883:"70c26b55",5894:"bab222a0",5923:"7246339a",5979:"2197e570",6003:"8bac273b",6008:"5253986f",6053:"750e9789",6080:"d22f112b",6147:"0bd0c5ae",6214:"9f8c28d9",6281:"ca06c925",6332:"76e3f918",6350:"30a61eaf",6419:"fbcaa4c0",6445:"4ed696fa",6473:"b5e32ff9",6511:"bced4ab1",6559:"93a45f3b",6682:"d97134cc",6745:"e1155449",6877:"ea2b8569",6890:"b8852f36",6897:"39143408",6920:"b3e27729",6949:"fd9994c0",6978:"0d06dec7",7098:"d9bb61a0",7108:"c0eef69a",7118:"c8165f92",7165:"526bf4ae",7211:"4ca61e4a",7338:"465fb5c5",7339:"a4ac015b",7408:"fe273d8c",7453:"14321103",7462:"bc820cbe",7472:"de12eadb",7507:"3ada8d92",7713:"6fed2d9e",7894:"03b3ad37",8031:"d87ef78d",8034:"0f45a00a",8054:"b01ef0b9",8064:"bef3107b",8085:"b6a856c6",8102:"abdd94a4",8158:"20de8b80",8188:"a1d89d2b",8196:"5b84433e",8208:"03fa01c2",8245:"11d09dfc",8304:"9691cfec",8356:"16ad725e",8401:"bf953603",8504:"f9166950",8598:"2ae9abad",8661:"cf70ad92",8679:"3c62acdc",8913:"47209f3b",8921:"19a3acff",8927:"8ccfed1b",8929:"99703724",8953:"913fad87",9036:"e7813ef5",9048:"810f8ad8",9099:"c040cb06",9126:"b92229de",9141:"d3838c09",9306:"8ecb1a62",9371:"c0d3e70a",9431:"e71be9b9",9455:"86865e4e",9465:"c6fccf29",9476:"1e7d50db",9479:"be50d36a",9483:"fdbadedc",9555:"fad264d1",9619:"08d19d63",9642:"81271310",9647:"e6d9c2b6",9681:"c7ae0882",9705:"558672e0",9729:"2f32331e",9789:"1b1c52e9",9905:"47eb21c7"}[e]+".js",r.miniCssF=e=>{},r.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),r.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),f={},b="langflow-docs:",r.l=(e,a,c,d)=>{if(f[e])f[e].push(a);else{var t,o;if(void 0!==c)for(var n=document.getElementsByTagName("script"),i=0;i{t.onerror=t.onload=null,clearTimeout(s);var b=f[e];if(delete f[e],t.parentNode&&t.parentNode.removeChild(t),b&&b.forEach((e=>e(c))),a)return a(c)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:t}),12e4);t.onerror=u.bind(null,t.onerror),t.onload=u.bind(null,t.onload),o&&document.head.appendChild(t)}},r.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},r.nmd=e=>(e.paths=[],e.children||(e.children=[]),e),r.p="/",r.gca=function(e){return e={10156854:"5107",17896441:"8401",19136925:"9141",64045095:"3576",98058046:"5395",b7251463:"51","0be1d5fe":"145",c643a6d5:"191",bc63ae25:"230","6e1a9721":"321","93e16042":"417","14f42f9e":"444","459c52ca":"719","4af57a32":"762","6d684b63":"768","672a0eba":"787",a4c0ff01:"800",dc7b1ef3:"868",d3600190:"944",c141421f:"957","05d835b4":"964","8a61012d":"1022","24d32e91":"1035",f5818e36:"1079",c2de64b8:"1185","647965d5":"1227","8054effa":"1394",ac3cc3f5:"1488","1e9025f7":"1500","264ffc80":"1556","3ef76b56":"1563","22dd74f7":"1567","92852ade":"1625","41a97a99":"1690","2ab0d4f5":"1845",fe6f9601:"1956","7b7db446":"2073","338a6f8e":"2097","1a4e3797":"2138",e756fa26:"2273",c0d3c6ab:"2431","8ff68e6f":"2624",a3ab51d1:"2657",b3ba68b4:"2777",a9b73094:"2818","2148ae42":"3040","6a2beaac":"3110",ec64dfaf:"3142",bd7ab245:"3247","6aa941bb":"3327",b5257597:"3347",f66238ae:"3391",c2b1730c:"3694",a963b3cb:"3758","7679ca6e":"3859",c8dad5f1:"3917","829ff4d2":"3964","0e5205b8":"3968",c2ebd62a:"4028","9ac856ad":"4046","5cf11f26":"4133","6801371f":"4615",c563aec0:"4633",fef056e9:"4645",e189eece:"4778","438e4337":"4784","8298c1cb":"4841",ca67d85f:"4891",d2ad385b:"4930",a9b4f8aa:"4931",a71efd4a:"4954","2d2c4fcb":"4973","3542ed72":"5109","309383dc":"5138","41e3c105":"5179",a0511a5b:"5281","64ca91f1":"5284","7dbff1af":"5304","6ead2d51":"5327","9447891f":"5339",ee32130c:"5425","40d13080":"5467",d175aa8b:"5474","18f3809a":"5475","20d49d07":"5513","02955c09":"5514","20e9af62":"5562","873ebc27":"5572",a83bc7c0:"5628","9822a706":"5634","885eb549":"5647","73af8c33":"5673","946d1cee":"5716","5ccf4833":"5718",aba21aa0:"5742","4e7126f8":"5772",e1766139:"5865","3b577cbb":"5866","61cfab8e":"5883",f178e9b3:"5894","73d1a090":"5923",a3a1efc2:"5979","4d983c8e":"6003","445668ec":"6008",dfc50084:"6053","4d15791b":"6080",ab17fe15:"6147",b1220dbd:"6214",c96ce3ed:"6281","873508e7":"6332","188ee668":"6350","96eb0e67":"6419","9fb9a766":"6445","4c5e977b":"6473","320c2db0":"6511","6f13807a":"6559","5a6d6120":"6682",ea3c040a:"6745",d8246fb2:"6877","8b85e1d0":"6890","57123a14":"6897",c817e236:"6920",b36bb719:"6949",b192f687:"6978",a7bd4aaa:"7098","688feaef":"7108","4ce9199e":"7118","547df4a1":"7165",cacdc615:"7211",c39b795e:"7338","7a774ddf":"7339","3ae94ad4":"7408",fdefa9a8:"7453","921b5fc1":"7462","744aaf8b":"7472",be76515e:"7507","3a82b27e":"7713","0f44198a":"7894","25bf2d67":"8031",e98c4d08:"8034","85112c90":"8054","274fd934":"8064",cc44357e:"8085","019dbd1f":"8102",ecd67556:"8188","75a9e1e0":"8196","216e3ed7":"8208","5e834a3c":"8245","3b356402":"8304",c6a5eaec:"8356",e6c6a4d2:"8504","44dfcf75":"8598","8f774222":"8661","3705a9c0":"8679","45476a69":"8921",ae68aa8b:"8927","172b3cfb":"8929",adef6868:"8953","850d3674":"9036",a94703ab:"9048",b1bc5ffe:"9099","169603ea":"9126","667d0790":"9306","991799c5":"9371",cd8dccb5:"9431","54175a6c":"9455","4600db1a":"9465","57c9a2b8":"9476","4e038a6a":"9479","7823fa72":"9483",dedd5914:"9555","29b8e27a":"9619",eae80ce0:"9642","5e95c892":"9647","5ff9f4db":"9681",ee3b5967:"9705","537e1953":"9789","43df3697":"9905"}[e]||e,r.p+r.u(e)},(()=>{var e={5354:0,1869:0};r.f.j=(a,c)=>{var f=r.o(e,a)?e[a]:void 0;if(0!==f)if(f)c.push(f[2]);else if(/^(1869|5354)$/.test(a))e[a]=0;else{var b=new Promise(((c,b)=>f=e[a]=[c,b]));c.push(f[2]=b);var d=r.p+r.u(a),t=new Error;r.l(d,(c=>{if(r.o(e,a)&&(0!==(f=e[a])&&(e[a]=void 0),f)){var b=c&&("load"===c.type?"missing":c.type),d=c&&c.target&&c.target.src;t.message="Loading chunk "+a+" failed.\n("+b+": "+d+")",t.name="ChunkLoadError",t.type=b,t.request=d,f[1](t)}}),"chunk-"+a,a)}},r.O.j=a=>0===e[a];var a=(a,c)=>{var f,b,d=c[0],t=c[1],o=c[2],n=0;if(d.some((a=>0!==e[a]))){for(f in t)r.o(t,f)&&(r.m[f]=t[f]);if(o)var i=o(r)}for(a&&a(c);n - + diff --git a/components-custom-components.html b/components-custom-components.html index d6a3048d0c..619ae06407 100644 --- a/components-custom-components.html +++ b/components-custom-components.html @@ -22,7 +22,7 @@ - + diff --git a/components-data.html b/components-data.html index b837086047..5eb20ef580 100644 --- a/components-data.html +++ b/components-data.html @@ -22,7 +22,7 @@ - + diff --git a/components-embedding-models.html b/components-embedding-models.html index fa409c0c29..fa660b898d 100644 --- a/components-embedding-models.html +++ b/components-embedding-models.html @@ -22,7 +22,7 @@ - + diff --git a/components-helpers.html b/components-helpers.html index 736f7e6513..09ee58ad63 100644 --- a/components-helpers.html +++ b/components-helpers.html @@ -22,7 +22,7 @@ - + diff --git a/components-io.html b/components-io.html index 44939113d0..437b836081 100644 --- a/components-io.html +++ b/components-io.html @@ -22,7 +22,7 @@ - + diff --git a/components-loaders.html b/components-loaders.html index c67cf8ab2f..60ed6736cc 100644 --- a/components-loaders.html +++ b/components-loaders.html @@ -22,7 +22,7 @@ - + diff --git a/components-logic.html b/components-logic.html index 701c84a642..9243622003 100644 --- a/components-logic.html +++ b/components-logic.html @@ -22,7 +22,7 @@ - + diff --git a/components-memories.html b/components-memories.html index d9855bad0a..b4a79a4319 100644 --- a/components-memories.html +++ b/components-memories.html @@ -22,7 +22,7 @@ - + diff --git a/components-models.html b/components-models.html index f2f9cb145c..91f408c139 100644 --- a/components-models.html +++ b/components-models.html @@ -22,7 +22,7 @@ - + diff --git a/components-processing.html b/components-processing.html index fe5b2e851e..562d4a3c48 100644 --- a/components-processing.html +++ b/components-processing.html @@ -22,7 +22,7 @@ - + diff --git a/components-prompts.html b/components-prompts.html index eb56f94873..415da2b255 100644 --- a/components-prompts.html +++ b/components-prompts.html @@ -22,7 +22,7 @@ - + diff --git a/components-tools.html b/components-tools.html index f2d348aaf4..7bf381add7 100644 --- a/components-tools.html +++ b/components-tools.html @@ -22,7 +22,7 @@ - + diff --git a/components-vector-stores.html b/components-vector-stores.html index c6eaeafff9..534440cc5d 100644 --- a/components-vector-stores.html +++ b/components-vector-stores.html @@ -22,7 +22,7 @@ - + @@ -129,6 +129,11 @@ For more information, see the Hyper-Converged Database (HCD) Vector Store​

This component implements a Vector Store using HCD.

+

To use the HCD vector store, add your deployment's collection name, username, password, and HCD Data API endpoint. +The endpoint must be formatted like http[s]://**DOMAIN_NAME** or **IP_ADDRESS**[:port], for example, http://192.0.2.250:8181.

+

Replace DOMAIN_NAME or IP_ADDRESS with the domain name or IP address of your HCD Data API connection.

+

To use the HCD vector store for embeddings ingestion, connect it to an embeddings model and a file loader:

+

HCD vector store embeddings ingestion

Inputs​

NameDisplay NameInfo
collection_nameCollection NameThe name of the collection within HCD where the vectors will be stored (required)
usernameHCD UsernameAuthentication username for accessing HCD (default: "hcd-superuser", required)
passwordHCD PasswordAuthentication password for accessing HCD (required)
api_endpointHCD API EndpointAPI endpoint URL for the HCD service (required)
search_inputSearch InputQuery string for similarity search
ingest_dataIngest DataData to be ingested into the vector store
namespaceNamespaceOptional namespace within HCD to use for the collection (default: "default_namespace")
ca_certificateCA CertificateOptional CA certificate for TLS connections to HCD
metricMetricOptional distance metric for vector comparisons (options: "cosine", "dot_product", "euclidean")
batch_sizeBatch SizeOptional number of data to process in a single batch
bulk_insert_batch_concurrencyBulk Insert Batch ConcurrencyOptional concurrency level for bulk insert operations
bulk_insert_overwrite_concurrencyBulk Insert Overwrite ConcurrencyOptional concurrency level for bulk insert operations that overwrite existing data
bulk_delete_concurrencyBulk Delete ConcurrencyOptional concurrency level for bulk delete operations
setup_modeSetup ModeConfiguration mode for setting up the vector store (options: "Sync", "Async", "Off", default: "Sync")
pre_delete_collectionPre Delete CollectionBoolean flag to determine whether to delete the collection before creating a new one
metadata_indexing_includeMetadata Indexing IncludeOptional list of metadata fields to include in the indexing
embeddingEmbedding or Astra VectorizeAllows either an embedding model or an Astra Vectorize configuration
metadata_indexing_excludeMetadata Indexing ExcludeOptional list of metadata fields to exclude from the indexing
collection_indexing_policyCollection Indexing PolicyOptional dictionary defining the indexing policy for the collection
number_of_resultsNumber of ResultsNumber of results to return in similarity search (default: 4)
search_typeSearch TypeSearch type to use (options: "Similarity", "Similarity with score threshold", "MMR (Max Marginal Relevance)", default: "Similarity")
search_score_thresholdSearch Score ThresholdMinimum similarity score threshold for search results (default: 0)
search_filterSearch Metadata FilterOptional dictionary of filters to apply to the search query

Outputs​

diff --git a/concepts-api.html b/concepts-api.html index 01717ba85e..eb95664ce4 100644 --- a/concepts-api.html +++ b/concepts-api.html @@ -22,7 +22,7 @@ - + diff --git a/concepts-components.html b/concepts-components.html index 11a99ce98d..54653122d8 100644 --- a/concepts-components.html +++ b/concepts-components.html @@ -22,7 +22,7 @@ - + diff --git a/concepts-objects.html b/concepts-objects.html index 4c88f6f964..183a578f97 100644 --- a/concepts-objects.html +++ b/concepts-objects.html @@ -22,7 +22,7 @@ - + diff --git a/concepts-overview.html b/concepts-overview.html index 628a0b0091..ff575aedb2 100644 --- a/concepts-overview.html +++ b/concepts-overview.html @@ -22,7 +22,7 @@ - + diff --git a/concepts-playground.html b/concepts-playground.html index 60630b56b2..48f5da757c 100644 --- a/concepts-playground.html +++ b/concepts-playground.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-api-keys.html b/configuration-api-keys.html index 651402a7e4..5e833976ac 100644 --- a/configuration-api-keys.html +++ b/configuration-api-keys.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-authentication.html b/configuration-authentication.html index bbc73fffd4..3085a82a5e 100644 --- a/configuration-authentication.html +++ b/configuration-authentication.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-auto-save.html b/configuration-auto-save.html index 74a850d1ae..6f84b720ea 100644 --- a/configuration-auto-save.html +++ b/configuration-auto-save.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-backend-only.html b/configuration-backend-only.html index 5459688ec2..30d4b51cd5 100644 --- a/configuration-backend-only.html +++ b/configuration-backend-only.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-cli.html b/configuration-cli.html index 8bc698d1c5..8687e6a755 100644 --- a/configuration-cli.html +++ b/configuration-cli.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-custom-database.html b/configuration-custom-database.html index 5ca814f2af..7e393803f0 100644 --- a/configuration-custom-database.html +++ b/configuration-custom-database.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-global-variables.html b/configuration-global-variables.html index 4b7c168b88..0c408cf5f8 100644 --- a/configuration-global-variables.html +++ b/configuration-global-variables.html @@ -22,7 +22,7 @@ - + diff --git a/configuration-security-best-practices.html b/configuration-security-best-practices.html index be92eedce1..43de61e4e3 100644 --- a/configuration-security-best-practices.html +++ b/configuration-security-best-practices.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-community.html b/contributing-community.html index d554d8945f..b7e94a105f 100644 --- a/contributing-community.html +++ b/contributing-community.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-component-tests.html b/contributing-component-tests.html index caca64bf46..afe22ebc5b 100644 --- a/contributing-component-tests.html +++ b/contributing-component-tests.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-components.html b/contributing-components.html index 936a9ab316..2ea3ca6ae5 100644 --- a/contributing-components.html +++ b/contributing-components.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-github-discussions.html b/contributing-github-discussions.html index 82b267deee..3d81ea3c7a 100644 --- a/contributing-github-discussions.html +++ b/contributing-github-discussions.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-github-issues.html b/contributing-github-issues.html index f433b2c9ac..2c87e69e1b 100644 --- a/contributing-github-issues.html +++ b/contributing-github-issues.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-how-to-contribute.html b/contributing-how-to-contribute.html index 3672a8ee88..62119caa95 100644 --- a/contributing-how-to-contribute.html +++ b/contributing-how-to-contribute.html @@ -22,7 +22,7 @@ - + diff --git a/contributing-telemetry.html b/contributing-telemetry.html index 59f91d5c6a..c85c3f0a0e 100644 --- a/contributing-telemetry.html +++ b/contributing-telemetry.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-docker.html b/deployment-docker.html index 875e910e6c..c536898e43 100644 --- a/deployment-docker.html +++ b/deployment-docker.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-gcp.html b/deployment-gcp.html index ab7a9ff2e7..eb6136df61 100644 --- a/deployment-gcp.html +++ b/deployment-gcp.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-hugging-face-spaces.html b/deployment-hugging-face-spaces.html index 2d294a6802..dec55aa9c8 100644 --- a/deployment-hugging-face-spaces.html +++ b/deployment-hugging-face-spaces.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-kubernetes.html b/deployment-kubernetes.html index 4cf6a58f8f..0881cca7b6 100644 --- a/deployment-kubernetes.html +++ b/deployment-kubernetes.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-railway.html b/deployment-railway.html index 32c84bf1d3..7077f9b9ba 100644 --- a/deployment-railway.html +++ b/deployment-railway.html @@ -22,7 +22,7 @@ - + diff --git a/deployment-render.html b/deployment-render.html index af2b1b5d65..191b6cf639 100644 --- a/deployment-render.html +++ b/deployment-render.html @@ -22,7 +22,7 @@ - + diff --git a/environment-variables.html b/environment-variables.html index 23049b665e..6cf592cb93 100644 --- a/environment-variables.html +++ b/environment-variables.html @@ -22,7 +22,7 @@ - + diff --git a/get-started-installation.html b/get-started-installation.html index 07fb92702c..7be74eb668 100644 --- a/get-started-installation.html +++ b/get-started-installation.html @@ -22,7 +22,7 @@ - + diff --git a/get-started-quickstart.html b/get-started-quickstart.html index c7cab6bc61..8bccded39f 100644 --- a/get-started-quickstart.html +++ b/get-started-quickstart.html @@ -22,7 +22,7 @@ - + diff --git a/img/component-hcd-example-flow.png b/img/component-hcd-example-flow.png new file mode 100644 index 0000000000..7789376c49 Binary files /dev/null and b/img/component-hcd-example-flow.png differ diff --git a/index.html b/index.html index dc35025d70..04f5d347b1 100644 --- a/index.html +++ b/index.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-apify.html b/integrations-apify.html index 36095d199b..a34eaa3a10 100644 --- a/integrations-apify.html +++ b/integrations-apify.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-arize.html b/integrations-arize.html index fa4d447c45..91f30ebed8 100644 --- a/integrations-arize.html +++ b/integrations-arize.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-assemblyai.html b/integrations-assemblyai.html index 571b045acc..0adae7a255 100644 --- a/integrations-assemblyai.html +++ b/integrations-assemblyai.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-composio.html b/integrations-composio.html index 898064f9ff..3c0751a7bd 100644 --- a/integrations-composio.html +++ b/integrations-composio.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-langfuse.html b/integrations-langfuse.html index 54ec2f4a2d..3014e9c7af 100644 --- a/integrations-langfuse.html +++ b/integrations-langfuse.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-langsmith.html b/integrations-langsmith.html index 9b4295559a..f0cb81f2e9 100644 --- a/integrations-langsmith.html +++ b/integrations-langsmith.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-langwatch.html b/integrations-langwatch.html index d511e0e436..0761763188 100644 --- a/integrations-langwatch.html +++ b/integrations-langwatch.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-mcp.html b/integrations-mcp.html index e2c5e69a80..85a2611f3e 100644 --- a/integrations-mcp.html +++ b/integrations-mcp.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-nvidia-ingest-wsl2.html b/integrations-nvidia-ingest-wsl2.html index 7c9957febf..0f28144d29 100644 --- a/integrations-nvidia-ingest-wsl2.html +++ b/integrations-nvidia-ingest-wsl2.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-nvidia-ingest.html b/integrations-nvidia-ingest.html index cd4d82eac6..4631a6ba76 100644 --- a/integrations-nvidia-ingest.html +++ b/integrations-nvidia-ingest.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-opik.html b/integrations-opik.html index 305ba8bcb6..6b712f6add 100644 --- a/integrations-opik.html +++ b/integrations-opik.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-setup-google-cloud-vertex-ai-langflow.html b/integrations-setup-google-cloud-vertex-ai-langflow.html index 325b7b5411..78298fd607 100644 --- a/integrations-setup-google-cloud-vertex-ai-langflow.html +++ b/integrations-setup-google-cloud-vertex-ai-langflow.html @@ -22,7 +22,7 @@ - + diff --git a/integrations-setup-google-oauth-langflow.html b/integrations-setup-google-oauth-langflow.html index f456804fd3..4abc02ec7e 100644 --- a/integrations-setup-google-oauth-langflow.html +++ b/integrations-setup-google-oauth-langflow.html @@ -22,7 +22,7 @@ - + diff --git a/integrations/notion/notion-agent-conversational.html b/integrations/notion/notion-agent-conversational.html index 730104cadf..b9b07d2957 100644 --- a/integrations/notion/notion-agent-conversational.html +++ b/integrations/notion/notion-agent-conversational.html @@ -22,7 +22,7 @@ - + diff --git a/integrations/notion/notion-agent-meeting-notes.html b/integrations/notion/notion-agent-meeting-notes.html index 0fb7b2cfe0..96feb9ffb6 100644 --- a/integrations/notion/notion-agent-meeting-notes.html +++ b/integrations/notion/notion-agent-meeting-notes.html @@ -22,7 +22,7 @@ - + diff --git a/integrations/notion/setup.html b/integrations/notion/setup.html index 7fd4e9a5f0..42f8e8887d 100644 --- a/integrations/notion/setup.html +++ b/integrations/notion/setup.html @@ -22,7 +22,7 @@ - + diff --git a/luna-for-langflow.html b/luna-for-langflow.html index 309ef6a5db..e923bdc924 100644 --- a/luna-for-langflow.html +++ b/luna-for-langflow.html @@ -22,7 +22,7 @@ - + diff --git a/search.html b/search.html index 8524c48527..293ff287b8 100644 --- a/search.html +++ b/search.html @@ -22,7 +22,7 @@ - + diff --git a/sitemap.xml b/sitemap.xml index 865431e3f6..277c26eecd 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -1 +1 @@ -https://docs.langflow.org/searchhttps://docs.langflow.org/apihttps://docs.langflow.org/api/add-userhttps://docs.langflow.org/api/auto-loginhttps://docs.langflow.org/api/build-flowhttps://docs.langflow.org/api/build-vertexhttps://docs.langflow.org/api/build-vertex-streamhttps://docs.langflow.org/api/cancel-buildhttps://docs.langflow.org/api/check-if-store-has-api-keyhttps://docs.langflow.org/api/check-if-store-is-enabledhttps://docs.langflow.org/api/create-api-key-routehttps://docs.langflow.org/api/create-flowhttps://docs.langflow.org/api/create-flowshttps://docs.langflow.org/api/create-folderhttps://docs.langflow.org/api/create-upload-filehttps://docs.langflow.org/api/create-variablehttps://docs.langflow.org/api/custom-componenthttps://docs.langflow.org/api/custom-component-updatehttps://docs.langflow.org/api/delete-all-fileshttps://docs.langflow.org/api/delete-api-key-routehttps://docs.langflow.org/api/delete-filehttps://docs.langflow.org/api/delete-file-1https://docs.langflow.org/api/delete-flowhttps://docs.langflow.org/api/delete-folderhttps://docs.langflow.org/api/delete-messageshttps://docs.langflow.org/api/delete-messages-sessionhttps://docs.langflow.org/api/delete-multiple-flowshttps://docs.langflow.org/api/delete-userhttps://docs.langflow.org/api/delete-variablehttps://docs.langflow.org/api/delete-vertex-buildshttps://docs.langflow.org/api/download-componenthttps://docs.langflow.org/api/download-filehttps://docs.langflow.org/api/download-file-1https://docs.langflow.org/api/download-file-2https://docs.langflow.org/api/download-imagehttps://docs.langflow.org/api/download-multiple-filehttps://docs.langflow.org/api/download-profile-picturehttps://docs.langflow.org/api/edit-file-namehttps://docs.langflow.org/api/experimental-run-flowhttps://docs.langflow.org/api/get-allhttps://docs.langflow.org/api/get-api-keys-routehttps://docs.langflow.org/api/get-build-eventshttps://docs.langflow.org/api/get-componentshttps://docs.langflow.org/api/get-confighttps://docs.langflow.org/api/get-list-of-components-liked-by-userhttps://docs.langflow.org/api/get-messageshttps://docs.langflow.org/api/get-starter-projectshttps://docs.langflow.org/api/get-tagshttps://docs.langflow.org/api/get-task-statushttps://docs.langflow.org/api/get-transactionshttps://docs.langflow.org/api/get-versionhttps://docs.langflow.org/api/get-vertex-buildshttps://docs.langflow.org/api/handle-messageshttps://docs.langflow.org/api/handle-ssehttps://docs.langflow.org/api/healthhttps://docs.langflow.org/api/health-checkhttps://docs.langflow.org/api/like-componenthttps://docs.langflow.org/api/list-fileshttps://docs.langflow.org/api/list-files-1https://docs.langflow.org/api/list-profile-pictureshttps://docs.langflow.org/api/login-to-get-access-tokenhttps://docs.langflow.org/api/logouthttps://docs.langflow.org/api/logshttps://docs.langflow.org/api/patch-userhttps://docs.langflow.org/api/post-validate-codehttps://docs.langflow.org/api/post-validate-prompthttps://docs.langflow.org/api/processhttps://docs.langflow.org/api/process-1https://docs.langflow.org/api/read-all-usershttps://docs.langflow.org/api/read-basic-exampleshttps://docs.langflow.org/api/read-current-userhttps://docs.langflow.org/api/read-flowhttps://docs.langflow.org/api/read-flowshttps://docs.langflow.org/api/read-folderhttps://docs.langflow.org/api/read-foldershttps://docs.langflow.org/api/read-variableshttps://docs.langflow.org/api/refresh-tokenhttps://docs.langflow.org/api/reset-passwordhttps://docs.langflow.org/api/retrieve-vertices-orderhttps://docs.langflow.org/api/save-store-api-keyhttps://docs.langflow.org/api/share-componenthttps://docs.langflow.org/api/simplified-run-flowhttps://docs.langflow.org/api/stream-logshttps://docs.langflow.org/api/update-flowhttps://docs.langflow.org/api/update-folderhttps://docs.langflow.org/api/update-messagehttps://docs.langflow.org/api/update-session-idhttps://docs.langflow.org/api/update-shared-componenthttps://docs.langflow.org/api/update-variablehttps://docs.langflow.org/api/upload-filehttps://docs.langflow.org/api/upload-file-1https://docs.langflow.org/api/upload-file-2https://docs.langflow.org/api/upload-user-filehttps://docs.langflow.org/api/webhook-run-flowhttps://docs.langflow.org/agents-overview2025-03-21T18:18:19.000Zhttps://docs.langflow.org/agents-tool-calling-agent-component2025-03-21T18:18:19.000Zhttps://docs.langflow.org/api-reference-api-examples2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-agents2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-custom-components2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-data2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-embedding-models2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-helpers2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-io2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-loaders2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-logic2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-memories2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-models2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-processing2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-prompts2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-tools2025-03-21T18:18:19.000Zhttps://docs.langflow.org/components-vector-stores2025-03-21T18:18:19.000Zhttps://docs.langflow.org/concepts-api2025-03-21T18:18:19.000Zhttps://docs.langflow.org/concepts-components2025-03-21T18:18:19.000Zhttps://docs.langflow.org/concepts-objects2025-03-21T18:18:19.000Zhttps://docs.langflow.org/concepts-overview2025-03-21T18:18:19.000Zhttps://docs.langflow.org/concepts-playground2025-03-21T18:18:19.000Zhttps://docs.langflow.org/Concepts/concepts-flows2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-api-keys2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-authentication2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-auto-save2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-backend-only2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-cli2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-custom-database2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-global-variables2025-03-21T18:18:19.000Zhttps://docs.langflow.org/configuration-security-best-practices2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-community2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-component-tests2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-components2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-github-discussions2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-github-issues2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-how-to-contribute2025-03-21T18:18:19.000Zhttps://docs.langflow.org/contributing-telemetry2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-docker2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-gcp2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-hugging-face-spaces2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-kubernetes2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-railway2025-03-21T18:18:19.000Zhttps://docs.langflow.org/deployment-render2025-03-21T18:18:19.000Zhttps://docs.langflow.org/environment-variables2025-03-21T18:18:19.000Zhttps://docs.langflow.org/get-started-installation2025-03-21T18:18:19.000Zhttps://docs.langflow.org/get-started-quickstart2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-apify2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-arize2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-assemblyai2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-composio2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-langfuse2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-langsmith2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-langwatch2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-mcp2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-nvidia-ingest2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-nvidia-ingest-wsl22025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-opik2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-setup-google-cloud-vertex-ai-langflow2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations-setup-google-oauth-langflow2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations/notion/notion-agent-conversational2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations/notion/notion-agent-meeting-notes2025-03-21T18:18:19.000Zhttps://docs.langflow.org/integrations/notion/setup2025-03-21T18:18:19.000Zhttps://docs.langflow.org/luna-for-langflow2025-03-21T18:18:19.000Zhttps://docs.langflow.org/starter-projects-basic-prompting2025-03-21T18:18:19.000Zhttps://docs.langflow.org/starter-projects-simple-agent2025-03-21T18:18:19.000Zhttps://docs.langflow.org/starter-projects-vector-store-rag2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-blog-writer2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-document-qa2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-math-agent2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-memory-chatbot2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-sequential-agent2025-03-21T18:18:19.000Zhttps://docs.langflow.org/tutorials-travel-planning-agent2025-03-21T18:18:19.000Zhttps://docs.langflow.org/2025-03-21T18:18:19.000Z \ No newline at end of file +https://docs.langflow.org/searchhttps://docs.langflow.org/apihttps://docs.langflow.org/api/add-userhttps://docs.langflow.org/api/auto-loginhttps://docs.langflow.org/api/build-flowhttps://docs.langflow.org/api/build-vertexhttps://docs.langflow.org/api/build-vertex-streamhttps://docs.langflow.org/api/cancel-buildhttps://docs.langflow.org/api/check-if-store-has-api-keyhttps://docs.langflow.org/api/check-if-store-is-enabledhttps://docs.langflow.org/api/create-api-key-routehttps://docs.langflow.org/api/create-flowhttps://docs.langflow.org/api/create-flowshttps://docs.langflow.org/api/create-folderhttps://docs.langflow.org/api/create-upload-filehttps://docs.langflow.org/api/create-variablehttps://docs.langflow.org/api/custom-componenthttps://docs.langflow.org/api/custom-component-updatehttps://docs.langflow.org/api/delete-all-fileshttps://docs.langflow.org/api/delete-api-key-routehttps://docs.langflow.org/api/delete-filehttps://docs.langflow.org/api/delete-file-1https://docs.langflow.org/api/delete-flowhttps://docs.langflow.org/api/delete-folderhttps://docs.langflow.org/api/delete-messageshttps://docs.langflow.org/api/delete-messages-sessionhttps://docs.langflow.org/api/delete-multiple-flowshttps://docs.langflow.org/api/delete-userhttps://docs.langflow.org/api/delete-variablehttps://docs.langflow.org/api/delete-vertex-buildshttps://docs.langflow.org/api/download-componenthttps://docs.langflow.org/api/download-filehttps://docs.langflow.org/api/download-file-1https://docs.langflow.org/api/download-file-2https://docs.langflow.org/api/download-imagehttps://docs.langflow.org/api/download-multiple-filehttps://docs.langflow.org/api/download-profile-picturehttps://docs.langflow.org/api/edit-file-namehttps://docs.langflow.org/api/experimental-run-flowhttps://docs.langflow.org/api/get-allhttps://docs.langflow.org/api/get-api-keys-routehttps://docs.langflow.org/api/get-build-eventshttps://docs.langflow.org/api/get-componentshttps://docs.langflow.org/api/get-confighttps://docs.langflow.org/api/get-list-of-components-liked-by-userhttps://docs.langflow.org/api/get-messageshttps://docs.langflow.org/api/get-starter-projectshttps://docs.langflow.org/api/get-tagshttps://docs.langflow.org/api/get-task-statushttps://docs.langflow.org/api/get-transactionshttps://docs.langflow.org/api/get-versionhttps://docs.langflow.org/api/get-vertex-buildshttps://docs.langflow.org/api/handle-messageshttps://docs.langflow.org/api/handle-ssehttps://docs.langflow.org/api/healthhttps://docs.langflow.org/api/health-checkhttps://docs.langflow.org/api/like-componenthttps://docs.langflow.org/api/list-fileshttps://docs.langflow.org/api/list-files-1https://docs.langflow.org/api/list-profile-pictureshttps://docs.langflow.org/api/login-to-get-access-tokenhttps://docs.langflow.org/api/logouthttps://docs.langflow.org/api/logshttps://docs.langflow.org/api/patch-userhttps://docs.langflow.org/api/post-validate-codehttps://docs.langflow.org/api/post-validate-prompthttps://docs.langflow.org/api/processhttps://docs.langflow.org/api/process-1https://docs.langflow.org/api/read-all-usershttps://docs.langflow.org/api/read-basic-exampleshttps://docs.langflow.org/api/read-current-userhttps://docs.langflow.org/api/read-flowhttps://docs.langflow.org/api/read-flowshttps://docs.langflow.org/api/read-folderhttps://docs.langflow.org/api/read-foldershttps://docs.langflow.org/api/read-variableshttps://docs.langflow.org/api/refresh-tokenhttps://docs.langflow.org/api/reset-passwordhttps://docs.langflow.org/api/retrieve-vertices-orderhttps://docs.langflow.org/api/save-store-api-keyhttps://docs.langflow.org/api/share-componenthttps://docs.langflow.org/api/simplified-run-flowhttps://docs.langflow.org/api/stream-logshttps://docs.langflow.org/api/update-flowhttps://docs.langflow.org/api/update-folderhttps://docs.langflow.org/api/update-messagehttps://docs.langflow.org/api/update-session-idhttps://docs.langflow.org/api/update-shared-componenthttps://docs.langflow.org/api/update-variablehttps://docs.langflow.org/api/upload-filehttps://docs.langflow.org/api/upload-file-1https://docs.langflow.org/api/upload-file-2https://docs.langflow.org/api/upload-user-filehttps://docs.langflow.org/api/webhook-run-flowhttps://docs.langflow.org/agents-overview2025-03-27T15:25:19.000Zhttps://docs.langflow.org/agents-tool-calling-agent-component2025-03-27T15:25:19.000Zhttps://docs.langflow.org/api-reference-api-examples2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-agents2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-custom-components2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-data2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-embedding-models2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-helpers2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-io2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-loaders2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-logic2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-memories2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-models2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-processing2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-prompts2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-tools2025-03-27T15:25:19.000Zhttps://docs.langflow.org/components-vector-stores2025-03-27T15:25:19.000Zhttps://docs.langflow.org/concepts-api2025-03-27T15:25:19.000Zhttps://docs.langflow.org/concepts-components2025-03-27T15:25:19.000Zhttps://docs.langflow.org/concepts-objects2025-03-27T15:25:19.000Zhttps://docs.langflow.org/concepts-overview2025-03-27T15:25:19.000Zhttps://docs.langflow.org/concepts-playground2025-03-27T15:25:19.000Zhttps://docs.langflow.org/Concepts/concepts-flows2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-api-keys2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-authentication2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-auto-save2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-backend-only2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-cli2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-custom-database2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-global-variables2025-03-27T15:25:19.000Zhttps://docs.langflow.org/configuration-security-best-practices2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-community2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-component-tests2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-components2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-github-discussions2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-github-issues2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-how-to-contribute2025-03-27T15:25:19.000Zhttps://docs.langflow.org/contributing-telemetry2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-docker2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-gcp2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-hugging-face-spaces2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-kubernetes2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-railway2025-03-27T15:25:19.000Zhttps://docs.langflow.org/deployment-render2025-03-27T15:25:19.000Zhttps://docs.langflow.org/environment-variables2025-03-27T15:25:19.000Zhttps://docs.langflow.org/get-started-installation2025-03-27T15:25:19.000Zhttps://docs.langflow.org/get-started-quickstart2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-apify2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-arize2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-assemblyai2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-composio2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-langfuse2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-langsmith2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-langwatch2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-mcp2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-nvidia-ingest2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-nvidia-ingest-wsl22025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-opik2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-setup-google-cloud-vertex-ai-langflow2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations-setup-google-oauth-langflow2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations/notion/notion-agent-conversational2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations/notion/notion-agent-meeting-notes2025-03-27T15:25:19.000Zhttps://docs.langflow.org/integrations/notion/setup2025-03-27T15:25:19.000Zhttps://docs.langflow.org/luna-for-langflow2025-03-27T15:25:19.000Zhttps://docs.langflow.org/starter-projects-basic-prompting2025-03-27T15:25:19.000Zhttps://docs.langflow.org/starter-projects-simple-agent2025-03-27T15:25:19.000Zhttps://docs.langflow.org/starter-projects-vector-store-rag2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-blog-writer2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-document-qa2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-math-agent2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-memory-chatbot2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-sequential-agent2025-03-27T15:25:19.000Zhttps://docs.langflow.org/tutorials-travel-planning-agent2025-03-27T15:25:19.000Zhttps://docs.langflow.org/2025-03-27T15:25:19.000Z \ No newline at end of file diff --git a/starter-projects-basic-prompting.html b/starter-projects-basic-prompting.html index 58dab9091b..13f9a12dee 100644 --- a/starter-projects-basic-prompting.html +++ b/starter-projects-basic-prompting.html @@ -22,7 +22,7 @@ - + diff --git a/starter-projects-simple-agent.html b/starter-projects-simple-agent.html index d7fcf4d2cf..e36724c0e7 100644 --- a/starter-projects-simple-agent.html +++ b/starter-projects-simple-agent.html @@ -22,7 +22,7 @@ - + diff --git a/starter-projects-vector-store-rag.html b/starter-projects-vector-store-rag.html index 8a95992c1e..d797f574ec 100644 --- a/starter-projects-vector-store-rag.html +++ b/starter-projects-vector-store-rag.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-blog-writer.html b/tutorials-blog-writer.html index 177b8c4654..520d8bcc1a 100644 --- a/tutorials-blog-writer.html +++ b/tutorials-blog-writer.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-document-qa.html b/tutorials-document-qa.html index e274edc358..4bea00bf6b 100644 --- a/tutorials-document-qa.html +++ b/tutorials-document-qa.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-math-agent.html b/tutorials-math-agent.html index c1d9039538..292e94e6ea 100644 --- a/tutorials-math-agent.html +++ b/tutorials-math-agent.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-memory-chatbot.html b/tutorials-memory-chatbot.html index 74a2c6ced8..0989990c7b 100644 --- a/tutorials-memory-chatbot.html +++ b/tutorials-memory-chatbot.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-sequential-agent.html b/tutorials-sequential-agent.html index d6727c361d..d8aefd2759 100644 --- a/tutorials-sequential-agent.html +++ b/tutorials-sequential-agent.html @@ -22,7 +22,7 @@ - + diff --git a/tutorials-travel-planning-agent.html b/tutorials-travel-planning-agent.html index 61d25121b8..4c7cd19b45 100644 --- a/tutorials-travel-planning-agent.html +++ b/tutorials-travel-planning-agent.html @@ -22,7 +22,7 @@ - +