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+ diff --git a/api/read-flows.html b/api/read-flows.html index fd36c4e579..7cdbddffd7 100644 --- a/api/read-flows.html +++ b/api/read-flows.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-folder-redirect.html b/api/read-folder-redirect.html index 6d791c8376..654937a515 100644 --- a/api/read-folder-redirect.html +++ b/api/read-folder-redirect.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-folders-redirect.html b/api/read-folders-redirect.html index 67ed0227b4..6007f08656 100644 --- a/api/read-folders-redirect.html +++ b/api/read-folders-redirect.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-project.html b/api/read-project.html index e916334542..d0cf7575e3 100644 --- a/api/read-project.html +++ b/api/read-project.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-projects.html b/api/read-projects.html index 85c276c258..da4ddfe485 100644 --- a/api/read-projects.html +++ b/api/read-projects.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-public-flow.html b/api/read-public-flow.html index 5ef6329877..89697662f1 100644 --- a/api/read-public-flow.html +++ b/api/read-public-flow.html @@ -23,7 +23,7 @@ - + diff --git a/api/read-variables.html b/api/read-variables.html index 14cb512798..1cd8678203 100644 --- a/api/read-variables.html +++ b/api/read-variables.html @@ -23,7 +23,7 @@ - + diff --git a/api/refresh-token.html b/api/refresh-token.html index 37b2b52cc7..1986bfb3f9 100644 --- a/api/refresh-token.html +++ b/api/refresh-token.html @@ -23,7 +23,7 @@ - + diff --git a/api/reset-password.html b/api/reset-password.html index 3b1127fae1..3a62ba9af4 100644 --- a/api/reset-password.html +++ b/api/reset-password.html @@ -23,7 +23,7 @@ - + diff --git a/api/retrieve-vertices-order.html b/api/retrieve-vertices-order.html index e744206359..58e60b33f0 100644 --- a/api/retrieve-vertices-order.html +++ b/api/retrieve-vertices-order.html @@ -23,7 +23,7 @@ - + diff --git a/api/save-store-api-key.html b/api/save-store-api-key.html index f9492d5c89..e7e0a0b1e7 100644 --- a/api/save-store-api-key.html +++ b/api/save-store-api-key.html @@ -23,7 +23,7 @@ - + diff --git a/api/share-component.html b/api/share-component.html index c446de621b..04cdacfadf 100644 --- a/api/share-component.html +++ b/api/share-component.html @@ -23,7 +23,7 @@ - + diff --git a/api/simplified-run-flow.html b/api/simplified-run-flow.html index 71b3ff2d15..497373c9ff 100644 --- a/api/simplified-run-flow.html +++ b/api/simplified-run-flow.html @@ -23,7 +23,7 @@ - + diff --git a/api/stream-logs.html b/api/stream-logs.html index 785dee6035..57d22c9848 100644 --- a/api/stream-logs.html +++ b/api/stream-logs.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-flow.html b/api/update-flow.html index 5a8915b52e..cfa92fa1ce 100644 --- a/api/update-flow.html +++ b/api/update-flow.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-folder-redirect.html b/api/update-folder-redirect.html index 949139b133..e78fcbffac 100644 --- a/api/update-folder-redirect.html +++ b/api/update-folder-redirect.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-message.html b/api/update-message.html index d1eb46873e..42e2823a1f 100644 --- a/api/update-message.html +++ b/api/update-message.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-project-mcp-settings.html b/api/update-project-mcp-settings.html index ee7973b52a..7e591dfed4 100644 --- a/api/update-project-mcp-settings.html +++ b/api/update-project-mcp-settings.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-project.html b/api/update-project.html index 887b9e9f1c..36d3d3b8d3 100644 --- a/api/update-project.html +++ b/api/update-project.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-server-endpoint.html b/api/update-server-endpoint.html index e50c6f42bb..91847bcefc 100644 --- a/api/update-server-endpoint.html +++ b/api/update-server-endpoint.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-session-id.html b/api/update-session-id.html index 8cacac32cc..718243d247 100644 --- a/api/update-session-id.html +++ b/api/update-session-id.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-shared-component.html b/api/update-shared-component.html index 8755ff339c..621df4eb69 100644 --- a/api/update-shared-component.html +++ b/api/update-shared-component.html @@ -23,7 +23,7 @@ - + diff --git a/api/update-variable.html b/api/update-variable.html index edfbfbac2d..a150b29995 100644 --- a/api/update-variable.html +++ b/api/update-variable.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-file-1.html b/api/upload-file-1.html index 7b58f39d9c..e9dc6d6d3a 100644 --- a/api/upload-file-1.html +++ b/api/upload-file-1.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-file-2.html b/api/upload-file-2.html index 840adb12bd..437eccf461 100644 --- a/api/upload-file-2.html +++ b/api/upload-file-2.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-file-redirect.html b/api/upload-file-redirect.html index 5b915e486d..8b86e0168b 100644 --- a/api/upload-file-redirect.html +++ b/api/upload-file-redirect.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-file.html b/api/upload-file.html index a7d7046104..6673c81805 100644 --- a/api/upload-file.html +++ b/api/upload-file.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-user-file-1.html b/api/upload-user-file-1.html index 1870136c27..7ced3e97c7 100644 --- a/api/upload-user-file-1.html +++ b/api/upload-user-file-1.html @@ -23,7 +23,7 @@ - + diff --git a/api/upload-user-file.html b/api/upload-user-file.html index d8d1098091..ff3b4e966c 100644 --- a/api/upload-user-file.html +++ b/api/upload-user-file.html @@ -23,7 +23,7 @@ - + diff --git a/api/webhook-run-flow.html b/api/webhook-run-flow.html index 654fb47473..c3a0a4e0a6 100644 --- a/api/webhook-run-flow.html +++ b/api/webhook-run-flow.html @@ -23,7 +23,7 @@ - + diff --git a/assets/js/2ab0d4f5.6937e2f4.js b/assets/js/2ab0d4f5.6937e2f4.js deleted file mode 100644 index ff786a4630..0000000000 --- a/assets/js/2ab0d4f5.6937e2f4.js +++ /dev/null @@ -1 +0,0 @@ -"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. 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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. 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your Langflow server, and they are available to all of your flows."}),"\n",(0,s.jsx)(n.p,{children:"Uploading files to Langflow file management keeps your files in a central location, and allows you to reuse files across flows without repeated manual uploads."}),"\n",(0,s.jsx)(n.h2,{id:"use-the-file-management-ui",children:"Use the file management UI"}),"\n",(0,s.jsx)(n.p,{children:"You can use the file management UI to upload files from your local machine to your own Langflow server.\nYou can also manage all files that have been uploaded to your Langflow server."}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Navigate to Langflow file management:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["In Langflow, on the ",(0,s.jsxs)(n.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(n.strong,{children:"Projects"})," page"]})," page, click ",(0,s.jsx)(n.strong,{children:"My Files"})," below the list of projects."]}),"\n",(0,s.jsxs)(n.li,{children:["From a browser, navigate to your Langflow server's ",(0,s.jsx)(n.code,{children:"/files"})," endpoint, such as ",(0,s.jsx)(n.code,{children:"http://localhost:7860/files"}),". Modify the base URL as needed for your Langflow server."]}),"\n",(0,s.jsxs)(n.li,{children:["For programmatic file management, use the ",(0,s.jsx)(n.a,{href:"/api-files",children:"Langflow API files endpoints"}),". However, the following steps assume you're using the file management UI."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["On the ",(0,s.jsx)(n.strong,{children:"My Files"})," page, click ",(0,s.jsx)(n.strong,{children:"Upload"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select one or more files to upload."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"After uploading files, you can rename, download, copy, or delete files within the file management UI:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To delete a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Trash2","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Delete"}),".\nYou can delete multiple files in a single action."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To download a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Download","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Download"}),".\nIf you download multiple files in a single action, they are saved together in a zip file."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-and-manage-files-with-the-langflow-api",children:"Upload and manage files with the Langflow API"}),"\n",(0,s.jsx)(n.p,{children:"With the Langflow API, you can upload and manage files in Langflow file management, and you can send files to flows programmatically at runtime."}),"\n",(0,s.jsxs)(n.p,{children:["For more information and examples, see ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"})," and ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"use-files-in-a-flow",children:"Use files in a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To use files in your Langflow file management system in a flow, add a component that accepts file input to your flow, such as the ",(0,s.jsx)(n.strong,{children:"File"})," component."]}),"\n",(0,s.jsxs)(n.p,{children:["For example, add a ",(0,s.jsx)(n.strong,{children:"File"})," component to your flow, click ",(0,s.jsx)(n.strong,{children:"Select files"}),", and then select files from the ",(0,s.jsx)(n.strong,{children:"My Files"})," list."]}),"\n",(0,s.jsxs)(n.p,{children:["This list includes all files in your server's file management system, but you can only select ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:["file types that are supported by the ",(0,s.jsx)(n.strong,{children:"File"})," component"]}),".\nIf you need another file type, you must use a different component that supports that file type, or you need to convert it to a supported type before uploading it."]}),"\n",(0,s.jsxs)(n.p,{children:["For more information about the ",(0,s.jsx)(n.strong,{children:"File"})," component and other data loading components, see ",(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"load-files-at-runtime",children:"Load files at runtime"}),"\n",(0,s.jsx)(n.p,{children:"You can use preloaded files in your flows, and you can load files at runtime, if your flow accepts file input.\nTo enable file input in your flow, do the following:"}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Add a ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:[(0,s.jsx)(n.strong,{children:"File"})," component"]})," to your flow."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Share"}),", select ",(0,s.jsx)(n.strong,{children:"API access"}),", and then click ",(0,s.jsx)(n.strong,{children:"Input Schema"})," to add ",(0,s.jsx)(n.a,{href:"/concepts-publish#input-schema",children:(0,s.jsx)(n.code,{children:"tweaks"})})," to the request payload in the flow's automatically generated code snippets."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Expand the ",(0,s.jsx)(n.strong,{children:"File"})," section, find the ",(0,s.jsx)(n.strong,{children:"Files"})," row, and then enable ",(0,s.jsx)(n.strong,{children:"Expose Input"})," to allow the parameter to be set at runtime through the Langflow API."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Close the ",(0,s.jsx)(n.strong,{children:"Input Schema"})," pane to return to the ",(0,s.jsx)(n.strong,{children:"API access"})," pane.\nThe payload in each code snippet now includes ",(0,s.jsx)(n.code,{children:"tweaks"}),", your ",(0,s.jsx)(n.strong,{children:"File"})," component's ID, and the ",(0,s.jsx)(n.code,{children:"path"})," key that you enabled in ",(0,s.jsx)(n.strong,{children:"Input Schema"}),":"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "File-qYD5w"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:'\t "path"',props:{style:{color:"#7EE787"}}},{content:": []",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you run this flow programmatically, your script must upload a file to Langflow file management, and then pass the returned ",(0,s.jsx)(n.code,{children:"file_path"})," to the ",(0,s.jsx)(n.code,{children:"path"})," tweak in the ",(0,s.jsx)(n.code,{children:"/run"})," request:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "FILE_COMPONENT_ID"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "path"',props:{style:{color:"#7EE787"}}},{content:": [ ",props:{style:{color:"#C9D1D9"}}},{content:'"file_path"',props:{style:{color:"#A5D6FF"}}},{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["For a complete example see ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"})," and ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you want to upload multiple files, you can pass multiple ",(0,s.jsx)(n.code,{children:"file_path"})," values in the ",(0,s.jsx)(n.code,{children:"path"})," array, such as ",(0,s.jsx)(n.code,{children:'[ "path1", "path2" ]'}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-images",children:"Upload images"}),"\n",(0,s.jsx)(n.p,{children:"Langflow supports base64 images in the following formats:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"PNG"}),"\n",(0,s.jsx)(n.li,{children:"JPG/JPEG"}),"\n",(0,s.jsx)(n.li,{children:"GIF"}),"\n",(0,s.jsx)(n.li,{children:"BMP"}),"\n",(0,s.jsx)(n.li,{children:"WebP"}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can upload images to the ",(0,s.jsx)(n.strong,{children:"Playground"})," chat interface and as runtime input with the Langflow API."]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["In the ",(0,s.jsx)(n.strong,{children:"Playground"}),", you can drag-and-drop images into the chat input area, or you can click the ",(0,s.jsx)(n.strong,{children:"Attach image"})," icon to select an image to upload."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you trigger a flow with the ",(0,s.jsx)(n.code,{children:"/api/v1/run/$FLOW_ID"})," endpoint, you can use the ",(0,s.jsx)(n.code,{children:"files"})," parameter to attach image data as a base64-encoded string:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-X ",props:{style:{color:"#79C0FF"}}},{content:'POST "http://',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_SERVER_ADDRESS",props:{style:{color:"#C9D1D9"}}},{content:"/api/v1/run/",props:{style:{color:"#A5D6FF"}}},{content:"$FLOW_ID",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"Content-Type: application/json" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"x-api-key: ',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_API_KEY",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-d ",props:{style:{color:"#C9D1D9"}}},{content:"'{",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "session_id": "custom_session_123",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_value": "What is in this image?",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "output_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "files": ["data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAA..."]',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"}'",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For more specialized image processing, browse third-party ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," or ",(0,s.jsx)(n.a,{href:"/components-custom-components",children:"create your own components"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"work-with-video-files",children:"Work with video files"}),"\n",(0,s.jsxs)(n.p,{children:["For videos, see the ",(0,s.jsx)(n.strong,{children:"Twelve Labs"})," and ",(0,s.jsx)(n.strong,{children:"YouTube"})," ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," in the Langflow ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]}),"\n",(0,s.jsx)(n.h2,{id:"set-the-maximum-file-size",children:"Set the maximum file size"}),"\n",(0,s.jsxs)(n.p,{children:["By default, the maximum file size is 100 MB.\nTo modify this value, change the ",(0,s.jsx)(n.code,{children:"--max-file-size-upload"})," ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"environment variable"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"see-also",children:"See also"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]})}),"\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-processing",children:[(0,s.jsx)(n.strong,{children:"Processing"})," components"]})}),"\n"]})]})}function m(e={}){const{wrapper:n}={...(0,l.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(f,{...e})}):f(e)}function g(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}}}]); \ No newline at end of file diff --git a/assets/js/f735f5f3.982f45ea.js b/assets/js/f735f5f3.982f45ea.js deleted file mode 100644 index 976af16d92..0000000000 --- a/assets/js/f735f5f3.982f45ea.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[2495],{17886:(e,n,o)=>{o.d(n,{A:()=>l});o(96540);var t=o(64058),s=o(74848);function l({name:e,...n}){const o=t[e];return o?(0,s.jsx)(o,{...n}):null}},41884:(e,n,o)=>{o.r(n),o.d(n,{CH:()=>h,assets:()=>d,chCodeConfig:()=>p,contentTitle:()=>c,default:()=>m,frontMatter:()=>r,metadata:()=>t,toc:()=>u});const t=JSON.parse('{"id":"Concepts/concepts-file-management","title":"Manage files","description":"Each Langflow server has a file management system where you can store files that you want to use in your flows.","source":"@site/docs/Concepts/concepts-file-management.mdx","sourceDirName":"Concepts","slug":"/concepts-file-management","permalink":"/concepts-file-management","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Manage 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manual uploads."}),"\n",(0,s.jsx)(n.h2,{id:"use-the-file-management-ui",children:"Use the file management UI"}),"\n",(0,s.jsx)(n.p,{children:"You can use the file management UI to upload files from your local machine to your own Langflow server.\nYou can also manage all files that have been uploaded to your Langflow server."}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Navigate to Langflow file management:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["In Langflow, on the ",(0,s.jsxs)(n.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(n.strong,{children:"Projects"})," page"]})," page, click ",(0,s.jsx)(n.strong,{children:"My Files"})," below the list of projects."]}),"\n",(0,s.jsxs)(n.li,{children:["From a browser, navigate to your Langflow server's ",(0,s.jsx)(n.code,{children:"/files"})," endpoint, such as ",(0,s.jsx)(n.code,{children:"http://localhost:7860/files"}),". Modify the base URL as needed for your Langflow server."]}),"\n",(0,s.jsxs)(n.li,{children:["For programmatic file management, use the ",(0,s.jsx)(n.a,{href:"/api-files",children:"Langflow API files endpoints"}),". However, the following steps assume you're using the file management UI."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["On the ",(0,s.jsx)(n.strong,{children:"My Files"})," page, click ",(0,s.jsx)(n.strong,{children:"Upload"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select one or more files to upload."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"After uploading files, you can rename, download, copy, or delete files within the file management UI:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To delete a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(a.A,{name:"Trash2","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Delete"}),".\nYou can delete multiple files in a single action."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To download a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(a.A,{name:"Download","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Download"}),".\nIf you download multiple files in a single action, they are saved together in a zip file."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-and-manage-files-with-the-langflow-api",children:"Upload and manage files with the Langflow API"}),"\n",(0,s.jsx)(n.p,{children:"With the Langflow API, you can upload and manage files in Langflow file management, and you can send files to flows programmatically at runtime."}),"\n",(0,s.jsxs)(n.p,{children:["For more information and examples, see ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"})," and ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"use-files-in-a-flow",children:"Use files in a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To use files in your Langflow file management system in a flow, add a component that accepts file input to your flow, such as the ",(0,s.jsx)(n.strong,{children:"File"})," component."]}),"\n",(0,s.jsxs)(n.p,{children:["For example, add a ",(0,s.jsx)(n.strong,{children:"File"})," component to your flow, click ",(0,s.jsx)(n.strong,{children:"Select files"}),", and then select files from the ",(0,s.jsx)(n.strong,{children:"My Files"})," list."]}),"\n",(0,s.jsxs)(n.p,{children:["This list includes all files in your server's file management system, but you can only select ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:["file types that are supported by the ",(0,s.jsx)(n.strong,{children:"File"})," component"]}),".\nIf you need another file type, you must use a different component that supports that file type, or you need to convert it to a supported type before uploading it."]}),"\n",(0,s.jsxs)(n.p,{children:["For more information about the ",(0,s.jsx)(n.strong,{children:"File"})," component and other data loading components, see ",(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"load-files-at-runtime",children:"Load files at runtime"}),"\n",(0,s.jsxs)(n.p,{children:["You can use preloaded files in your flows, and you can load files at runtime, if your flow accepts file input.\nFor an example, see ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"upload-images",children:"Upload images"}),"\n",(0,s.jsx)(n.p,{children:"Langflow supports base64 images in the following formats:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"PNG"}),"\n",(0,s.jsx)(n.li,{children:"JPG/JPEG"}),"\n",(0,s.jsx)(n.li,{children:"GIF"}),"\n",(0,s.jsx)(n.li,{children:"BMP"}),"\n",(0,s.jsx)(n.li,{children:"WebP"}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can upload images to the ",(0,s.jsx)(n.strong,{children:"Playground"})," chat interface and as runtime input with the Langflow API."]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["In the ",(0,s.jsx)(n.strong,{children:"Playground"}),", you can drag-and-drop images into the chat input area, or you can click the ",(0,s.jsx)(n.strong,{children:"Attach image"})," icon to select an image to upload."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you trigger a flow with the ",(0,s.jsx)(n.code,{children:"/api/v1/run/$FLOW_ID"})," endpoint, you can use the ",(0,s.jsx)(n.code,{children:"files"})," parameter to attach image data as a base64-encoded string:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-X ",props:{style:{color:"#79C0FF"}}},{content:'POST "http://',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_SERVER_ADDRESS",props:{style:{color:"#C9D1D9"}}},{content:"/api/v1/run/",props:{style:{color:"#A5D6FF"}}},{content:"$FLOW_ID",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"Content-Type: application/json" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"x-api-key: ',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_API_KEY",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-d ",props:{style:{color:"#C9D1D9"}}},{content:"'{",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "session_id": "custom_session_123",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_value": "What is in this image?",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "output_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "files": ["data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAA..."]',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"}'",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For more specialized image processing, browse third-party ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," or ",(0,s.jsx)(n.a,{href:"/components-custom-components",children:"create your own components"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"work-with-video-files",children:"Work with video files"}),"\n",(0,s.jsxs)(n.p,{children:["For videos, see the ",(0,s.jsx)(n.strong,{children:"Twelve Labs"})," and ",(0,s.jsx)(n.strong,{children:"YouTube"})," ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," in the Langflow ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]}),"\n",(0,s.jsx)(n.h2,{id:"set-the-maximum-file-size",children:"Set the maximum file size"}),"\n",(0,s.jsxs)(n.p,{children:["By default, the maximum file size is 100 MB.\nTo modify this value, change the ",(0,s.jsx)(n.code,{children:"--max-file-size-upload"})," ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"environment variable"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"see-also",children:"See also"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]})}),"\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-processing",children:[(0,s.jsx)(n.strong,{children:"Processing"})," components"]})}),"\n"]})]})}function m(e={}){const{wrapper:n}={...(0,l.R)(),...e.components};return 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a/components-processing.html +++ b/components-processing.html @@ -23,7 +23,7 @@ - + diff --git a/components-prompts.html b/components-prompts.html index 8259e51055..e5414be7d6 100644 --- a/components-prompts.html +++ b/components-prompts.html @@ -23,7 +23,7 @@ - + diff --git a/components-tools.html b/components-tools.html index 28e2c9637c..c364aa7f79 100644 --- a/components-tools.html +++ b/components-tools.html @@ -23,7 +23,7 @@ - + diff --git a/components-vector-stores.html b/components-vector-stores.html index 745707b7f0..2be5efb440 100644 --- a/components-vector-stores.html +++ b/components-vector-stores.html @@ -23,7 +23,7 @@ - + diff --git a/concepts-components.html b/concepts-components.html index dec793b95d..f802247867 100644 --- a/concepts-components.html +++ b/concepts-components.html @@ -23,7 +23,7 @@ - + diff --git a/concepts-file-management.html b/concepts-file-management.html index b9e6294770..9675346cdb 100644 --- a/concepts-file-management.html +++ b/concepts-file-management.html @@ -23,7 +23,7 @@ - + @@ -93,7 +93,29 @@ If you need another file type, you must use a different component that supports

For more information about the File component and other data loading components, see Data components.

Load files at runtime​

You can use preloaded files in your flows, and you can load files at runtime, if your flow accepts file input. -For an example, see Create a chatbot that can ingest files.

+To enable file input in your flow, do the following:

+
    +
  1. +

    Add a File component to your flow.

    +
    2. +
  2. +

    Click Share, select API access, and then click Input Schema to add tweaks to the request payload in the flow's automatically generated code snippets.

    +
    3. +
  3. +

    Expand the File section, find the Files row, and then enable Expose Input to allow the parameter to be set at runtime through the Langflow API.

    +
    4. +
  4. +

    Close the Input Schema pane to return to the API access pane. +The payload in each code snippet now includes tweaks, your File component's ID, and the path key that you enabled in Input Schema:

    +

    _10
    "tweaks": {
    _10
    "File-qYD5w": {
    _10
    "path": []
    _10
    }
    _10
    }

    +
    5. +
  5. +

    When you run this flow programmatically, your script must upload a file to Langflow file management, and then pass the returned file_path to the path tweak in the /run request:

    +

    _10
    "tweaks": {
    _10
    "FILE_COMPONENT_ID": {
    _10
    "path": [ "file_path" ]
    _10
    }
    _10
    }

    +

    For a complete example see Create a chatbot that can ingest files and Files endpoints.

    +

    If you want to upload multiple files, you can pass multiple file_path values in the path array, such as [ "path1", "path2" ].

    +
    6. +

Upload images​

Langflow supports base64 images in the following formats:

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