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diff --git a/api/install-mcp-config.html b/api/install-mcp-config.html index 99b05544b8..17a8960ce8 100644 --- a/api/install-mcp-config.html +++ b/api/install-mcp-config.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/like-component.html b/api/like-component.html index 1fe8e369d2..58901b7e86 100644 --- a/api/like-component.html +++ b/api/like-component.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/list-files-1.html b/api/list-files-1.html index a6c9b93560..77c1b2b840 100644 --- a/api/list-files-1.html +++ b/api/list-files-1.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/list-files-2.html b/api/list-files-2.html index 6fa5903cf3..16cc2897f8 100644 --- a/api/list-files-2.html +++ b/api/list-files-2.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/list-files.html b/api/list-files.html index 87e1249e20..a69f346adc 100644 --- a/api/list-files.html +++ b/api/list-files.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/list-profile-pictures.html 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100644 --- a/api/patch-user.html +++ b/api/patch-user.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/post-validate-code.html b/api/post-validate-code.html index 0808feac04..5cdcf4a86a 100644 --- a/api/post-validate-code.html +++ b/api/post-validate-code.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/post-validate-prompt.html b/api/post-validate-prompt.html index e3bd97fa99..239b2d6268 100644 --- a/api/post-validate-prompt.html +++ b/api/post-validate-prompt.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/process-1.html b/api/process-1.html index 85d8c1ccf9..54f3ba7f67 100644 --- a/api/process-1.html +++ b/api/process-1.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/process.html b/api/process.html index ea6a4579bc..333f6f4693 100644 --- a/api/process.html +++ b/api/process.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-all-users.html b/api/read-all-users.html index 345def9331..0f32230b5f 100644 --- a/api/read-all-users.html +++ b/api/read-all-users.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-basic-examples.html b/api/read-basic-examples.html index 536d46de09..1bbd149aa1 100644 --- a/api/read-basic-examples.html +++ b/api/read-basic-examples.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-current-user.html b/api/read-current-user.html index 81e9b37f5b..521d8df229 100644 --- a/api/read-current-user.html +++ b/api/read-current-user.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-flow.html b/api/read-flow.html index 63af57d0b7..309c8d3231 100644 --- a/api/read-flow.html +++ b/api/read-flow.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-flows.html b/api/read-flows.html index 37db5ae922..a8966f451c 100644 --- a/api/read-flows.html +++ b/api/read-flows.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-folder-redirect.html b/api/read-folder-redirect.html index 1f65251149..b0b37407af 100644 --- a/api/read-folder-redirect.html +++ b/api/read-folder-redirect.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-folders-redirect.html b/api/read-folders-redirect.html index 33c974337f..9b74e3e916 100644 --- a/api/read-folders-redirect.html +++ b/api/read-folders-redirect.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-project.html b/api/read-project.html index f2db598431..0408b216a0 100644 --- a/api/read-project.html +++ b/api/read-project.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-projects.html b/api/read-projects.html index 4b29fe4eeb..90df183d89 100644 --- a/api/read-projects.html +++ b/api/read-projects.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-public-flow.html b/api/read-public-flow.html index ac0a4bf872..5f1732be92 100644 --- a/api/read-public-flow.html +++ b/api/read-public-flow.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/read-variables.html b/api/read-variables.html index 945d5bf12a..f79e707cd9 100644 --- a/api/read-variables.html +++ b/api/read-variables.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/refresh-token.html b/api/refresh-token.html index 3126baea0f..9d20e1020b 100644 --- a/api/refresh-token.html +++ b/api/refresh-token.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/reset-password.html b/api/reset-password.html index d7b9e9d413..ed7859ad16 100644 --- a/api/reset-password.html +++ b/api/reset-password.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/retrieve-vertices-order.html b/api/retrieve-vertices-order.html index 5bc18c6d49..4bd223d02b 100644 --- a/api/retrieve-vertices-order.html +++ b/api/retrieve-vertices-order.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/save-store-api-key.html b/api/save-store-api-key.html index 1574c7a924..34529f08af 100644 --- a/api/save-store-api-key.html +++ b/api/save-store-api-key.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/share-component.html b/api/share-component.html index f4612a336b..f7aaf519a9 100644 --- a/api/share-component.html +++ b/api/share-component.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/simplified-run-flow.html b/api/simplified-run-flow.html index d93251beda..6aa6e048ea 100644 --- a/api/simplified-run-flow.html +++ b/api/simplified-run-flow.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/stream-logs.html b/api/stream-logs.html index e8738385cd..404f4f1824 100644 --- a/api/stream-logs.html +++ b/api/stream-logs.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-flow.html b/api/update-flow.html index 992fd190a4..c8afb623bb 100644 --- a/api/update-flow.html +++ b/api/update-flow.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-folder-redirect.html b/api/update-folder-redirect.html index c257a8e7b2..90abafba12 100644 --- a/api/update-folder-redirect.html +++ b/api/update-folder-redirect.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-message.html b/api/update-message.html index dffab91756..407f04622e 100644 --- a/api/update-message.html +++ b/api/update-message.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-project-mcp-settings.html b/api/update-project-mcp-settings.html index e5a3735852..3b54de8200 100644 --- a/api/update-project-mcp-settings.html +++ b/api/update-project-mcp-settings.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-project.html b/api/update-project.html index 8d4be6530a..e5ce57396e 100644 --- a/api/update-project.html +++ b/api/update-project.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-server-endpoint.html b/api/update-server-endpoint.html index afe6a492bc..cde1151981 100644 --- a/api/update-server-endpoint.html +++ b/api/update-server-endpoint.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-session-id.html b/api/update-session-id.html index e63c7e8deb..d101fee29b 100644 --- a/api/update-session-id.html +++ b/api/update-session-id.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-shared-component.html b/api/update-shared-component.html index ddec15be67..50eb057f76 100644 --- a/api/update-shared-component.html +++ b/api/update-shared-component.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/update-variable.html b/api/update-variable.html index ffb083a71e..ffc3752f76 100644 --- a/api/update-variable.html +++ b/api/update-variable.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-file-1.html b/api/upload-file-1.html index 2097f14b60..cdec169bc4 100644 --- a/api/upload-file-1.html +++ b/api/upload-file-1.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-file-2.html b/api/upload-file-2.html index c8286099be..6c98914c17 100644 --- a/api/upload-file-2.html +++ b/api/upload-file-2.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-file-redirect.html b/api/upload-file-redirect.html index 14fd643a55..a0e5ae5548 100644 --- a/api/upload-file-redirect.html +++ b/api/upload-file-redirect.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-file.html b/api/upload-file.html index 9fa4a5aebb..947cf404bd 100644 --- a/api/upload-file.html +++ b/api/upload-file.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-user-file-1.html b/api/upload-user-file-1.html index 268e22f7fa..e8c2aabfbf 100644 --- a/api/upload-user-file-1.html +++ b/api/upload-user-file-1.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/upload-user-file.html b/api/upload-user-file.html index 4b25610e50..ac1f02a1cc 100644 --- a/api/upload-user-file.html +++ b/api/upload-user-file.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/api/webhook-run-flow.html b/api/webhook-run-flow.html index 39e28476ff..2f70d34c83 100644 --- a/api/webhook-run-flow.html +++ b/api/webhook-run-flow.html @@ -22,9 +22,9 @@ - - - + + + diff --git a/assets/css/styles.530387df.css b/assets/css/styles.e756ed1e.css similarity index 76% rename from assets/css/styles.530387df.css rename to assets/css/styles.e756ed1e.css index 5001335da2..8caff17e34 100644 --- a/assets/css/styles.530387df.css +++ b/assets/css/styles.e756ed1e.css @@ -1 +1 @@ -.col,.container{padding:0 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t=JSON.parse('{"id":"Concepts/concepts-components","title":"Components overview","description":"Components are the building blocks of your flows.","source":"@site/docs/Concepts/concepts-components.mdx","sourceDirName":"Concepts","slug":"/concepts-components","permalink":"/concepts-components","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Components overview","slug":"/concepts-components"},"sidebar":"docs","previous":{"title":"Manage files","permalink":"/concepts-file-management"},"next":{"title":"Agents","permalink":"/components-agents"}}');var s=o(74848),r=o(28453),c=o(24754),l=o(17886);const i={title:"Components overview",slug:"/concepts-components"},p=void 0,a={},d={annotations:c.hk,Code:c.Cy},h={staticMediaQuery:"not screen, (max-width: 768px)",lineNumbers:!0,showCopyButton:!0,themeName:"github-dark"},u=[{value:"Add a component to a flow",id:"component-menus",level:2},{value:"Configure a component",id:"configure-a-component",level:3},{value:"Rename a component",id:"rename-a-component",level:3},{value:"Run a component",id:"run-a-component",level:3},{value:"Inspect component output and logs",id:"inspect-component-output-and-logs",level:3},{value:"Freeze a component",id:"freeze-a-component",level:3},{value:"Component ports",id:"component-ports",level:2},{value:"Dynamic ports",id:"dynamic-ports",level:3},{value:"Output type selection",id:"output-type-selection",level:3},{value:"Port colors",id:"port-colors",level:3},{value:"Component code",id:"component-code",level:2},{value:"Component versions",id:"component-versions",level:2},{value:"Update component versions",id:"update-component-versions",level:3},{value:"Group components",id:"group-components",level:2}];function m(e){const n={a:"a",admonition:"admonition",code:"code",em:"em",h2:"h2",h3:"h3",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,r.R)(),...e.components};return d||g("CH",!1),d.Code||g("CH.Code",!0),(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)("style",{dangerouslySetInnerHTML:{__html:'[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: #30363d;--ch-t-tab-activeBorder: 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",(0,s.jsx)(n.strong,{children:"Settings"}),", and then click ",(0,s.jsx)(n.strong,{children:"Shortcuts"})," to view the available shortcuts."]})]}),"\n",(0,s.jsx)(n.h2,{id:"component-menus",children:"Add a component to a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To add a component to a flow, drag the component from the ",(0,s.jsx)(n.strong,{children:"Components"})," menu to the ",(0,s.jsx)(n.a,{href:"/concepts-overview",children:(0,s.jsx)(n.strong,{children:"Workspace"})}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["The ",(0,s.jsx)(n.strong,{children:"Components"})," menu is organized by component type, and some components are hidden by default:"]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Beta components"}),": These are Langflow's core components. They are grouped by purpose, such as ",(0,s.jsx)(n.strong,{children:"Inputs"})," or ",(0,s.jsx)(n.strong,{children:"Data"}),". Be aware that these components are in beta and not suitable for production workloads."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Legacy components"}),": You can still use these components, but they are no longer supported. Legacy components are hidden by default; click ",(0,s.jsx)(l.A,{name:"SlidersHorizontal","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Component settings"})," to expose legacy components."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Bundles"}),": These components support specific integrations, and they are grouped by provider."]}),"\n"]}),"\n",(0,s.jsx)(n.h3,{id:"configure-a-component",children:"Configure a component"}),"\n",(0,s.jsx)(n.p,{children:"After adding a component to a flow, configure the component's parameters and connect it to the other components in your flows."}),"\n",(0,s.jsx)(n.p,{children:"Each component has inputs, outputs, parameters, and controls related to the component's purpose.\nBy default, components show only required and common options.\nTo access additional settings and controls, including meta settings, use the component's header menu."}),"\n",(0,s.jsxs)(n.p,{children:["To access a component's header menu, click the component in your ",(0,s.jsx)(n.strong,{children:"Workspace"}),"."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Agent component",src:o(58876).A+"",width:"1948",height:"3344"})}),"\n",(0,s.jsx)(n.p,{children:"A few options are available directly on the header menu.\nFor example:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Code"}),": Modify component settings by directly editing the component's Python code."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Controls"}),": Adjust all component parameters, including optional settings that are hidden by default."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Tool Mode"}),": Enable this option when combining a component with an ",(0,s.jsx)(n.strong,{children:"Agent"})," component."]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For all other options, including ",(0,s.jsx)(n.strong,{children:"Delete"})," and ",(0,s.jsx)(n.strong,{children:"Duplicate"})," controls, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"rename-a-component",children:"Rename a component"}),"\n",(0,s.jsxs)(n.p,{children:["To modify a component's name or description, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"}),", and then click ",(0,s.jsx)(l.A,{name:"PencilLine","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Edit"}),".\nComponent descriptions accept Markdown syntax."]}),"\n",(0,s.jsx)(n.h3,{id:"run-a-component",children:"Run a component"}),"\n",(0,s.jsxs)(n.p,{children:["To run a single component, click ",(0,s.jsx)(l.A,{name:"Play","aria-label":"Play button"})," ",(0,s.jsx)(n.strong,{children:"Run component"}),".\nA ",(0,s.jsx)(n.strong,{children:"Last Run"})," value indicates that the component ran successfully."]}),"\n",(0,s.jsxs)(n.p,{children:["Running a single component is different from running an entire flow. In a single component run, the ",(0,s.jsx)(n.code,{children:"build_vertex"})," function is called, which builds and runs only the single component with direct inputs provided through the UI (the ",(0,s.jsx)(n.code,{children:"inputs_dict"})," parameter). The ",(0,s.jsx)(n.code,{children:"VertexBuildResult"})," data is passed to the ",(0,s.jsx)(n.code,{children:"build_and_run"})," method that calls the component's ",(0,s.jsx)(n.code,{children:"build"})," method and runs it. Unlike running an entire flow, running a single component doesn't automatically execute its upstream dependencies."]}),"\n",(0,s.jsx)(n.h3,{id:"inspect-component-output-and-logs",children:"Inspect component output and logs"}),"\n",(0,s.jsxs)(n.p,{children:["To view the output and logs for a single component, click ",(0,s.jsx)(l.A,{name:"TextSearch","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Inspect"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"freeze-a-component",children:"Freeze a component"}),"\n",(0,s.jsx)(n.admonition,{type:"important",children:(0,s.jsx)(n.p,{children:"Freezing a component also freezes all components upstream of the selected component."})}),"\n",(0,s.jsxs)(n.p,{children:["Use the freeze option if you expect consistent output from a component ",(0,s.jsx)(n.em,{children:"and all upstream components"}),", and you only need to run those components once."]}),"\n",(0,s.jsx)(n.p,{children:"Freezing a component prevents that component and all upstream components from re-running, and it preserves the last output state for those components.\nAny future flow runs use the preserved output."}),"\n",(0,s.jsxs)(n.p,{children:["To freeze a component, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Freeze"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"component-ports",children:"Component ports"}),"\n",(0,s.jsxs)(n.p,{children:["Circular port icons (",(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}}),") on the border of a component indicate the types of inputs and outputs that can be connected to the component at that port."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Prompt component with multiple inputs",src:o(27389).A+"",width:"2600",height:"3020"})}),"\n",(0,s.jsx)(n.h3,{id:"dynamic-ports",children:"Dynamic ports"}),"\n",(0,s.jsxs)(n.p,{children:["Some components have ports that are dynamically added or removed.\nFor example, the ",(0,s.jsx)(n.strong,{children:"Prompt"})," component accepts inputs within curly braces, and new ports are opened when a value within curly braces is detected in the ",(0,s.jsx)(n.strong,{children:"Template"})," field."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Prompt component with multiple inputs",src:o(17901).A+"",width:"2104",height:"2928"})}),"\n",(0,s.jsx)(n.h3,{id:"output-type-selection",children:"Output type selection"}),"\n",(0,s.jsx)(n.p,{children:"Some components include dropdown menus to select the type of output sent to the next component."}),"\n",(0,s.jsxs)(n.p,{children:["For example, the ",(0,s.jsx)(n.strong,{children:"Language Model"})," component includes ",(0,s.jsx)(n.strong,{children:"Model Response"})," or ",(0,s.jsx)(n.strong,{children:"Language Model"})," outputs.\nThe ",(0,s.jsx)(n.strong,{children:"Model Response"})," output sends a ",(0,s.jsx)(n.a,{href:"/concepts-objects#message-object",children:"Message"})," output on to another Message port.\nThe ",(0,s.jsx)(n.strong,{children:"Language Model"})," output can be connected to components like ",(0,s.jsx)(n.a,{href:"/components-processing#structured-output",children:"Structured output"})," to use the LLM to power the component's reasoning."]}),"\n",(0,s.jsx)(n.h3,{id:"port-colors",children:"Port colors"}),"\n",(0,s.jsx)(n.p,{children:"Component port colors indicate the data type ingested or emitted by the port.\nFor example, a text port either accepts or emits text data."}),"\n",(0,s.jsx)(n.admonition,{type:"tip",children:(0,s.jsx)(n.p,{children:"Hover over a port to see connection details for that port."})}),"\n",(0,s.jsx)(n.p,{children:"The following table lists the component port colors and their corresponding input types:"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Data type"}),(0,s.jsx)(n.th,{children:"Port color"}),(0,s.jsx)(n.th,{children:"Port icon example"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Data"}),(0,s.jsx)(n.td,{children:"Red"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#dc2626",fill:"#dc2626"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"DataFrame"}),(0,s.jsx)(n.td,{children:"Pink"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#ec4899",fill:"#ec4899"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Embeddings"}),(0,s.jsx)(n.td,{children:"Emerald"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#10b981",fill:"#10b981"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"LanguageModel"}),(0,s.jsx)(n.td,{children:"Fuchsia"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#c026d3",fill:"#c026d3"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Memory"}),(0,s.jsx)(n.td,{children:"Orange"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#f97316",fill:"#f97316"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Message"}),(0,s.jsx)(n.td,{children:"Indigo"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Text"}),(0,s.jsx)(n.td,{children:"Indigo"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Tool"}),(0,s.jsx)(n.td,{children:"Cyan"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#06b6d4",fill:"#06b6d4"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Unknown"}),(0,s.jsx)(n.td,{children:"Gray"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#9CA3AF",fill:"#9CA3AF"}})})]})]})]}),"\n",(0,s.jsx)(n.h2,{id:"component-code",children:"Component code"}),"\n",(0,s.jsxs)(n.p,{children:["You can edit components in the visual editor and in code. When editing a flow, select a component, and then click ",(0,s.jsx)(l.A,{name:"Code","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Code"})," to see and edit the component's underlying Python code."]}),"\n",(0,s.jsx)(n.p,{children:"All components have underlying code that determines how you configure them and what actions they can perform.\nIn the context of creating and running flows, component code does the following:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Determines what configuration options to show in the Langflow UI."}),"\n",(0,s.jsx)(n.li,{children:"Validates inputs based on the component's defined input types."}),"\n",(0,s.jsx)(n.li,{children:"Processes data using the configured parameters, methods, and functions."}),"\n",(0,s.jsx)(n.li,{children:"Passes results to the next component in the flow."}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["All components inherit from a base ",(0,s.jsx)(n.code,{children:"Component"})," class that defines the component's interface and behavior.\nFor example, the ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/langflow/blob/main/src/backend/base/langflow/components/langchain_utilities/recursive_character.py",children:"Recursive character text splitter"})," is a child of the ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/langflow/blob/main/src/backend/base/langflow/base/textsplitters/model.py",children:"LCTextSplitterComponent"})," class."]}),"\n",(0,s.jsxs)(n.p,{children:["Each component's code includes definitions for inputs and outputs, which are represented in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," as ",(0,s.jsx)(n.a,{href:"/concepts-components#component-ports",children:"component ports"}),".\nFor example, the ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," has four inputs. Each input definition specifies the input type, such as ",(0,s.jsx)(n.code,{children:"IntInput"}),", as well as the encoded name, display name, description, and other parameters for that specific input.\nThese values determine the component settings, such as display names and tooltips in the Langflow UI."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:h,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:" inputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" IntInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"chunk_size"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Chunk Size"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The maximum length of each chunk."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"1000",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" IntInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"chunk_overlap"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Chunk Overlap"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The amount of overlap between chunks."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"200",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" DataInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"data_input"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Input"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The texts to split."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" input_types",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"[",props:{style:{color:"#C9D1D9"}}},{content:'"Document"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:'"Data"',props:{style:{color:"#A5D6FF"}}},{content:"],",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" MessageTextInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"separators"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Separators"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"'The characters to split on.",props:{style:{color:"#A5D6FF"}}},{content:"\\n",props:{style:{color:"#79C0FF"}}},{content:'If left empty defaults to ["',props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:"n",props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:'n", "',props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:'n", " ", ""].\'',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" is_list",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["Additionally, components have methods or functions that handle their functionality.\nFor example, the ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," has two methods:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:h,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"get_data_input",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> Any:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".data_input",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"build_text_splitter",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> TextSplitter:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" if not ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".separators:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" separators: list[",props:{style:{color:"#C9D1D9"}}},{content:"str",props:{style:{color:"#79C0FF"}}},{content:"] ",props:{style:{color:"#C9D1D9"}}},{content:"| ",props:{style:{color:"#FF7B72"}}},{content:"None ",props:{style:{color:"#79C0FF"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"None",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" else",props:{style:{color:"#FF7B72"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" # check if the separators list has escaped characters",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" # if there are escaped characters, unescape them",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" separators ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [unescape_string(x) ",props:{style:{color:"#C9D1D9"}}},{content:"for",props:{style:{color:"#FF7B72"}}},{content:" x ",props:{style:{color:"#C9D1D9"}}},{content:"in ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".separators]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return",props:{style:{color:"#FF7B72"}}},{content:" RecursiveCharacterTextSplitter(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" separators",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"separators,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" chunk_size",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".chunk_size,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" chunk_overlap",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".chunk_overlap,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" )",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["The ",(0,s.jsx)(n.code,{children:"get_data_input"})," method retrieves the text data to be split from the component's input, which makes the data available to the class.\nThe ",(0,s.jsx)(n.code,{children:"build_text_splitter"})," method creates a ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," object by calling its parent class's ",(0,s.jsx)(n.code,{children:"build"})," method. Then, the text is split with the created splitter and passed to the next component."]}),"\n",(0,s.jsx)(n.h2,{id:"component-versions",children:"Component versions"}),"\n",(0,s.jsx)(n.p,{children:"Component versions and states are stored in an internal Langflow database. When you add a component to a flow, you create a detached copy of the component based on the information in the Langflow database.\nThese copies are detached from the primary Langflow database, and they don't synchronize with any updates that can occur when you upgrade your Langflow version."}),"\n",(0,s.jsxs)(n.p,{children:["In other words, an individual instance of a component retains the version number and state from the moment you add it to a specific flow. For example, if a component is at version 1.0 when you add it to a flow, it remains at version 1.0 ",(0,s.jsx)(n.em,{children:"in that flow"})," unless you update it."]}),"\n",(0,s.jsx)(n.h3,{id:"update-component-versions",children:"Update component versions"}),"\n",(0,s.jsxs)(n.p,{children:["When editing a flow in the ",(0,s.jsx)(n.strong,{children:"Workspace"}),", Langflow notifies you if a component's workspace version is behind the database version so you can update the component's workspace version:"]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Update ready"}),": This notification means the component update contains no breaking changes."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Update available"}),": This notification means the component update might contain breaking changes."]}),"\n",(0,s.jsx)(n.p,{children:"Breaking changes modify component inputs and outputs, causing the components to be disconnected and break the flow. After updating the component, you might need to edit the component settings or reconnect component ports."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"There are two ways to update components:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Update"})," to update a single component. This is recommended for updates without breaking changes."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Review"})," to view all available updates and create a snapshot before updating. This is recommended for updates with breaking changes."]}),"\n",(0,s.jsxs)(n.p,{children:["To save a snapshot of your flow before updating the components, enable ",(0,s.jsx)(n.strong,{children:"Create backup flow before updating"}),". Backup flows are stored in the same project folder as the original flow with the suffix ",(0,s.jsx)(n.code,{children:"(backup)"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["To update specific components, select the components you want to update, and then click ",(0,s.jsx)(n.strong,{children:"Update Components"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"Components are updated to the latest available version, based on the version of Langflow you are running."}),"\n",(0,s.jsx)(n.h2,{id:"group-components",children:"Group components"}),"\n",(0,s.jsxs)(n.p,{children:["Multiple components can be grouped into a single component for reuse. This is useful for organizing large flows by combining related components together, such as a RAG ",(0,s.jsx)(n.strong,{children:"Agent"})," component and an associated vector database component."]}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["Hold ",(0,s.jsx)("kbd",{children:"Shift"}),", and then click and drag to highlight all components you want to merge. Components must be completely within the selection area to be merged."]}),"\n",(0,s.jsxs)(n.li,{children:["Release the mouse and keyboard, and then click ",(0,s.jsx)(n.strong,{children:"Group"})," to merge the components into a single, group component."]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"Grouped components are configured and managed as a single component, including the component name, code, and settings."}),"\n",(0,s.jsxs)(n.p,{children:["To ungroup the components, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Ungroup"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you want to reuse this grouping in other flows, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Save"})," to save the component to the ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]})]})}function x(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(m,{...e})}):m(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.")}},58876:(e,n,o)=>{o.d(n,{A:()=>t});const t=o.p+"assets/images/agent-component-4c496697124cfebd3883ee9ade19ca5c.png"}}]); 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}'}}),"\n","\n",(0,s.jsx)(n.p,{children:"Components are the building blocks of your flows.\nLike classes in an application, each component is designed for a specific use case or integration."}),"\n",(0,s.jsxs)(n.admonition,{type:"tip",children:[(0,s.jsxs)(n.p,{children:["Langflow provides keyboard shortcuts for the ",(0,s.jsx)(n.strong,{children:"Workspace"}),"."]}),(0,s.jsxs)(n.p,{children:["In the Langflow header, click your profile icon, select ",(0,s.jsx)(n.strong,{children:"Settings"}),", and then click ",(0,s.jsx)(n.strong,{children:"Shortcuts"})," to view the available shortcuts."]})]}),"\n",(0,s.jsx)(n.h2,{id:"component-menus",children:"Add a component to a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To add a component to a flow, drag the component from the ",(0,s.jsx)(n.strong,{children:"Components"})," menu to the ",(0,s.jsx)(n.a,{href:"/concepts-overview",children:(0,s.jsx)(n.strong,{children:"Workspace"})}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["The ",(0,s.jsx)(n.strong,{children:"Components"})," menu is organized by component type, and some components are hidden by default:"]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Beta components"}),": These are Langflow's core components. They are grouped by purpose, such as ",(0,s.jsx)(n.strong,{children:"Inputs"})," or ",(0,s.jsx)(n.strong,{children:"Data"}),". Be aware that these components are in beta and not suitable for production workloads."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Legacy components"}),": You can still use these components, but they are no longer supported. Legacy components are hidden by default; click ",(0,s.jsx)(l.A,{name:"SlidersHorizontal","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Component settings"})," to expose legacy components."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Bundles"}),": These components support specific integrations, and they are grouped by provider."]}),"\n"]}),"\n",(0,s.jsx)(n.h3,{id:"configure-a-component",children:"Configure a component"}),"\n",(0,s.jsx)(n.p,{children:"After adding a component to a flow, configure the component's parameters and connect it to the other components in your flows."}),"\n",(0,s.jsx)(n.p,{children:"Each component has inputs, outputs, parameters, and controls related to the component's purpose.\nBy default, components show only required and common options.\nTo access additional settings and controls, including meta settings, use the component's header menu."}),"\n",(0,s.jsxs)(n.p,{children:["To access a component's header menu, click the component in your ",(0,s.jsx)(n.strong,{children:"Workspace"}),"."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Agent component",src:o(58876).A+"",width:"1948",height:"3344"})}),"\n",(0,s.jsx)(n.p,{children:"A few options are available directly on the header menu.\nFor example:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Code"}),": Modify component settings by directly editing the component's Python code."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Controls"}),": Adjust all component parameters, including optional settings that are hidden by default."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Tool Mode"}),": Enable this option when combining a component with an ",(0,s.jsx)(n.strong,{children:"Agent"})," component."]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For all other options, including ",(0,s.jsx)(n.strong,{children:"Delete"})," and ",(0,s.jsx)(n.strong,{children:"Duplicate"})," controls, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"rename-a-component",children:"Rename a component"}),"\n",(0,s.jsxs)(n.p,{children:["To modify a component's name or description, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"}),", and then click ",(0,s.jsx)(l.A,{name:"PencilLine","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Edit"}),".\nComponent descriptions accept Markdown syntax."]}),"\n",(0,s.jsx)(n.h3,{id:"run-a-component",children:"Run a component"}),"\n",(0,s.jsxs)(n.p,{children:["To run a single component, click ",(0,s.jsx)(l.A,{name:"Play","aria-label":"Play button"})," ",(0,s.jsx)(n.strong,{children:"Run component"}),".\nA ",(0,s.jsx)(n.strong,{children:"Last Run"})," value indicates that the component ran successfully."]}),"\n",(0,s.jsxs)(n.p,{children:["Running a single component is different from running an entire flow. In a single component run, the ",(0,s.jsx)(n.code,{children:"build_vertex"})," function is called, which builds and runs only the single component with direct inputs provided through the UI (the ",(0,s.jsx)(n.code,{children:"inputs_dict"})," parameter). The ",(0,s.jsx)(n.code,{children:"VertexBuildResult"})," data is passed to the ",(0,s.jsx)(n.code,{children:"build_and_run"})," method that calls the component's ",(0,s.jsx)(n.code,{children:"build"})," method and runs it. Unlike running an entire flow, running a single component doesn't automatically execute its upstream dependencies."]}),"\n",(0,s.jsx)(n.h3,{id:"inspect-component-output-and-logs",children:"Inspect component output and logs"}),"\n",(0,s.jsxs)(n.p,{children:["To view the output and logs for a single component, click ",(0,s.jsx)(l.A,{name:"TextSearch","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Inspect"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"freeze-a-component",children:"Freeze a component"}),"\n",(0,s.jsx)(n.admonition,{type:"important",children:(0,s.jsx)(n.p,{children:"Freezing a component also freezes all components upstream of the selected component."})}),"\n",(0,s.jsxs)(n.p,{children:["Use the freeze option if you expect consistent output from a component ",(0,s.jsx)(n.em,{children:"and all upstream components"}),", and you only need to run those components once."]}),"\n",(0,s.jsx)(n.p,{children:"Freezing a component prevents that component and all upstream components from re-running, and it preserves the last output state for those components.\nAny future flow runs use the preserved output."}),"\n",(0,s.jsxs)(n.p,{children:["To freeze a component, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Freeze"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"component-ports",children:"Component ports"}),"\n",(0,s.jsxs)(n.p,{children:["Circular port icons (",(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}}),") on the border of a component indicate the types of inputs and outputs that can be connected to the component at that port."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Prompt component with multiple inputs",src:o(27389).A+"",width:"2600",height:"3020"})}),"\n",(0,s.jsx)(n.h3,{id:"dynamic-ports",children:"Dynamic ports"}),"\n",(0,s.jsxs)(n.p,{children:["Some components have ports that are dynamically added or removed.\nFor example, the ",(0,s.jsx)(n.strong,{children:"Prompt"})," component accepts inputs within curly braces, and new ports are opened when a value within curly braces is detected in the ",(0,s.jsx)(n.strong,{children:"Template"})," field."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Prompt component with multiple inputs",src:o(17901).A+"",width:"2104",height:"2928"})}),"\n",(0,s.jsx)(n.h3,{id:"output-type-selection",children:"Output type selection"}),"\n",(0,s.jsx)(n.p,{children:"Some components include dropdown menus to select the type of output sent to the next component."}),"\n",(0,s.jsxs)(n.p,{children:["For example, the ",(0,s.jsx)(n.strong,{children:"Language Model"})," component includes ",(0,s.jsx)(n.strong,{children:"Model Response"})," or ",(0,s.jsx)(n.strong,{children:"Language Model"})," outputs.\nThe ",(0,s.jsx)(n.strong,{children:"Model Response"})," output sends a ",(0,s.jsx)(n.a,{href:"/concepts-objects#message-object",children:"Message"})," output on to another Message port.\nThe ",(0,s.jsx)(n.strong,{children:"Language Model"})," output can be connected to components like ",(0,s.jsx)(n.a,{href:"/components-processing#structured-output",children:"Structured output"})," to use the LLM to power the component's reasoning."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.img,{alt:"Output type selection in the Language Model component",src:o(64599).A+"",width:"280",height:"446"})}),"\n",(0,s.jsx)(n.h3,{id:"port-colors",children:"Port colors"}),"\n",(0,s.jsx)(n.p,{children:"Component port colors indicate the data type ingested or emitted by the port.\nFor example, a text port either accepts or emits text data."}),"\n",(0,s.jsx)(n.admonition,{type:"tip",children:(0,s.jsx)(n.p,{children:"Hover over a port to see connection details for that port."})}),"\n",(0,s.jsx)(n.p,{children:"The following table lists the component port colors and their corresponding input types:"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Data type"}),(0,s.jsx)(n.th,{children:"Port color"}),(0,s.jsx)(n.th,{children:"Port icon example"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Data"}),(0,s.jsx)(n.td,{children:"Red"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#dc2626",fill:"#dc2626"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"DataFrame"}),(0,s.jsx)(n.td,{children:"Pink"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#ec4899",fill:"#ec4899"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Embeddings"}),(0,s.jsx)(n.td,{children:"Emerald"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#10b981",fill:"#10b981"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"LanguageModel"}),(0,s.jsx)(n.td,{children:"Fuchsia"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#c026d3",fill:"#c026d3"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Memory"}),(0,s.jsx)(n.td,{children:"Orange"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#f97316",fill:"#f97316"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Message"}),(0,s.jsx)(n.td,{children:"Indigo"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Text"}),(0,s.jsx)(n.td,{children:"Indigo"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#4f46e5",fill:"#4f46e5"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Tool"}),(0,s.jsx)(n.td,{children:"Cyan"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#06b6d4",fill:"#06b6d4"}})})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:"Unknown"}),(0,s.jsx)(n.td,{children:"Gray"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(l.A,{name:"Circle",size:"16","aria-label":"Circular component port icon",style:{color:"#9CA3AF",fill:"#9CA3AF"}})})]})]})]}),"\n",(0,s.jsx)(n.h2,{id:"component-code",children:"Component code"}),"\n",(0,s.jsxs)(n.p,{children:["You can edit components in the visual editor and in code. When editing a flow, select a component, and then click ",(0,s.jsx)(l.A,{name:"Code","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Code"})," to see and edit the component's underlying Python code."]}),"\n",(0,s.jsx)(n.p,{children:"All components have underlying code that determines how you configure them and what actions they can perform.\nIn the context of creating and running flows, component code does the following:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Determines what configuration options to show in the Langflow UI."}),"\n",(0,s.jsx)(n.li,{children:"Validates inputs based on the component's defined input types."}),"\n",(0,s.jsx)(n.li,{children:"Processes data using the configured parameters, methods, and functions."}),"\n",(0,s.jsx)(n.li,{children:"Passes results to the next component in the flow."}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["All components inherit from a base ",(0,s.jsx)(n.code,{children:"Component"})," class that defines the component's interface and behavior.\nFor example, the ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/langflow/blob/main/src/backend/base/langflow/components/langchain_utilities/recursive_character.py",children:"Recursive character text splitter"})," is a child of the ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/langflow/blob/main/src/backend/base/langflow/base/textsplitters/model.py",children:"LCTextSplitterComponent"})," class."]}),"\n",(0,s.jsxs)(n.p,{children:["Each component's code includes definitions for inputs and outputs, which are represented in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," as ",(0,s.jsx)(n.a,{href:"/concepts-components#component-ports",children:"component ports"}),".\nFor example, the ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," has four inputs. Each input definition specifies the input type, such as ",(0,s.jsx)(n.code,{children:"IntInput"}),", as well as the encoded name, display name, description, and other parameters for that specific input.\nThese values determine the component settings, such as display names and tooltips in the Langflow UI."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:h,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:" inputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" IntInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"chunk_size"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Chunk Size"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The maximum length of each chunk."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"1000",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" IntInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"chunk_overlap"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Chunk Overlap"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The amount of overlap between chunks."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"200",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" DataInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"data_input"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Input"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"The texts to split."',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" input_types",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"[",props:{style:{color:"#C9D1D9"}}},{content:'"Document"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:'"Data"',props:{style:{color:"#A5D6FF"}}},{content:"],",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" MessageTextInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"separators"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Separators"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"'The characters to split on.",props:{style:{color:"#A5D6FF"}}},{content:"\\n",props:{style:{color:"#79C0FF"}}},{content:'If left empty defaults to ["',props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:"n",props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:'n", "',props:{style:{color:"#A5D6FF"}}},{content:"\\\\",props:{style:{color:"#79C0FF"}}},{content:'n", " ", ""].\'',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" is_list",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["Additionally, components have methods or functions that handle their functionality.\nFor example, the ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," has two methods:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:h,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"get_data_input",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> Any:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".data_input",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"build_text_splitter",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> TextSplitter:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" if not ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".separators:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" separators: list[",props:{style:{color:"#C9D1D9"}}},{content:"str",props:{style:{color:"#79C0FF"}}},{content:"] ",props:{style:{color:"#C9D1D9"}}},{content:"| ",props:{style:{color:"#FF7B72"}}},{content:"None ",props:{style:{color:"#79C0FF"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"None",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" else",props:{style:{color:"#FF7B72"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" # check if the separators list has escaped characters",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" # if there are escaped characters, unescape them",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" separators ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [unescape_string(x) ",props:{style:{color:"#C9D1D9"}}},{content:"for",props:{style:{color:"#FF7B72"}}},{content:" x ",props:{style:{color:"#C9D1D9"}}},{content:"in ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".separators]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return",props:{style:{color:"#FF7B72"}}},{content:" RecursiveCharacterTextSplitter(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" separators",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"separators,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" chunk_size",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".chunk_size,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" chunk_overlap",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".chunk_overlap,",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" )",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["The ",(0,s.jsx)(n.code,{children:"get_data_input"})," method retrieves the text data to be split from the component's input, which makes the data available to the class.\nThe ",(0,s.jsx)(n.code,{children:"build_text_splitter"})," method creates a ",(0,s.jsx)(n.code,{children:"RecursiveCharacterTextSplitter"})," object by calling its parent class's ",(0,s.jsx)(n.code,{children:"build"})," method. Then, the text is split with the created splitter and passed to the next component."]}),"\n",(0,s.jsx)(n.h2,{id:"component-versions",children:"Component versions"}),"\n",(0,s.jsx)(n.p,{children:"Component versions and states are stored in an internal Langflow database. When you add a component to a flow, you create a detached copy of the component based on the information in the Langflow database.\nThese copies are detached from the primary Langflow database, and they don't synchronize with any updates that can occur when you upgrade your Langflow version."}),"\n",(0,s.jsxs)(n.p,{children:["In other words, an individual instance of a component retains the version number and state from the moment you add it to a specific flow. For example, if a component is at version 1.0 when you add it to a flow, it remains at version 1.0 ",(0,s.jsx)(n.em,{children:"in that flow"})," unless you update it."]}),"\n",(0,s.jsx)(n.h3,{id:"update-component-versions",children:"Update component versions"}),"\n",(0,s.jsxs)(n.p,{children:["When editing a flow in the ",(0,s.jsx)(n.strong,{children:"Workspace"}),", Langflow notifies you if a component's workspace version is behind the database version so you can update the component's workspace version:"]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Update ready"}),": This notification means the component update contains no breaking changes."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Update available"}),": This notification means the component update might contain breaking changes."]}),"\n",(0,s.jsx)(n.p,{children:"Breaking changes modify component inputs and outputs, causing the components to be disconnected and break the flow. After updating the component, you might need to edit the component settings or reconnect component ports."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"There are two ways to update components:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Update"})," to update a single component. This is recommended for updates without breaking changes."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Review"})," to view all available updates and create a snapshot before updating. This is recommended for updates with breaking changes."]}),"\n",(0,s.jsxs)(n.p,{children:["To save a snapshot of your flow before updating the components, enable ",(0,s.jsx)(n.strong,{children:"Create backup flow before updating"}),". Backup flows are stored in the same project folder as the original flow with the suffix ",(0,s.jsx)(n.code,{children:"(backup)"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["To update specific components, select the components you want to update, and then click ",(0,s.jsx)(n.strong,{children:"Update Components"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"Components are updated to the latest available version, based on the version of Langflow you are running."}),"\n",(0,s.jsx)(n.h2,{id:"group-components",children:"Group components"}),"\n",(0,s.jsxs)(n.p,{children:["Multiple components can be grouped into a single component for reuse. This is useful for organizing large flows by combining related components together, such as a RAG ",(0,s.jsx)(n.strong,{children:"Agent"})," component and an associated vector database component."]}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Hold ",(0,s.jsx)("kbd",{children:"Shift"}),", and then click and drag to highlight all components you want to merge. Components must be completely within the selection area to be merged."]}),"\n",(0,s.jsxs)(n.p,{children:["Alternatively, to select components for merging one by one, hold ",(0,s.jsx)("kbd",{children:"Ctrl"})," on Windows or ",(0,s.jsx)("kbd",{children:"Cmd"})," on Mac, and then click each component to add them to the group."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Release the mouse and keyboard, and then click ",(0,s.jsx)(n.strong,{children:"Group"})," to merge the components into a single, group component."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"Grouped components are configured and managed as a single component, including the component name, code, and settings."}),"\n",(0,s.jsxs)(n.p,{children:["To ungroup the components, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Ungroup"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you want to reuse this grouping in other flows, click the component in the ",(0,s.jsx)(n.strong,{children:"Workspace"})," to expose the component's header menu, click ",(0,s.jsx)(l.A,{name:"Ellipsis","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Show More"}),", and then select ",(0,s.jsx)(n.strong,{children:"Save"})," to save the component to the ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]})]})}function x(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(m,{...e})}):m(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.")}},58876:(e,n,o)=>{o.d(n,{A:()=>t});const t=o.p+"assets/images/agent-component-4c496697124cfebd3883ee9ade19ca5c.png"},64599:(e,n,o)=>{o.d(n,{A:()=>t});const t=o.p+"assets/images/select-output-f7d64629d278098e3fba32fe79f79ed6.png"}}]); \ No newline at end of file diff --git a/assets/js/7f193c41.94ddf663.js b/assets/js/7f193c41.cb9bad9f.js similarity index 86% rename from assets/js/7f193c41.94ddf663.js rename to assets/js/7f193c41.cb9bad9f.js index f3eaaa59c9..592de23a03 100644 --- a/assets/js/7f193c41.94ddf663.js +++ b/assets/js/7f193c41.cb9bad9f.js @@ -1 +1 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[5761],{14876:(e,n,s)=>{s.r(n),s.d(n,{CH:()=>a,assets:()=>h,chCodeConfig:()=>x,contentTitle:()=>l,default:()=>u,frontMatter:()=>c,metadata:()=>t,toc:()=>j});const t=JSON.parse('{"id":"Components/components-data","title":"Data","description":"Data components load data from a source into your flow.","source":"@site/docs/Components/components-data.mdx","sourceDirName":"Components","slug":"/components-data","permalink":"/components-data","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Data","slug":"/components-data"},"sidebar":"docs","previous":{"title":"Create custom Python components","permalink":"/components-custom-components"},"next":{"title":"Embedding models","permalink":"/components-embedding-models"}}');var r=s(74848),d=s(28453),i=s(24754),o=s(17886);const c={title:"Data",slug:"/components-data"},l="Data components in Langflow",h={},a={annotations:i.hk,Code:i.Cy},x={staticMediaQuery:"not screen, (max-width: 768px)",lineNumbers:!0,showCopyButton:!0,themeName:"github-dark"},j=[{value:"Use data components in a flow",id:"use-data-components-in-a-flow",level:2},{value:"API Request",id:"api-request",level:2},{value:"Directory",id:"directory",level:2},{value:"File",id:"file",level:2},{value:"Supported File Types",id:"supported-file-types",level:3},{value:"News search",id:"news-search",level:2},{value:"RSS Reader",id:"rss-reader",level:2},{value:"SQL database",id:"sql-database",level:2},{value:"Web search",id:"web-search",level:2},{value:"URL",id:"url",level:2},{value:"Webhook",id:"webhook",level:2},{value:"Legacy components",id:"legacy-components",level:2},{value:"Gmail Loader",id:"gmail-loader",level:3},{value:"Google Drive Loader",id:"google-drive-loader",level:3},{value:"Google Drive Search",id:"google-drive-search",level:3}];function p(e){const n={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",ul:"ul",...(0,d.R)(),...e.components},{Details:t}=n;return a||m("CH",!1),a.Code||m("CH.Code",!0),t||m("Details",!0),(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)("style",{dangerouslySetInnerHTML:{__html:'[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: #30363d;--ch-t-tab-activeBorder: #0d1117;--ch-t-editorGroup-border: #30363d;--ch-t-editorGroupHeader-tabsBackground: #010409;--ch-t-editorLineNumber-foreground: #6e7681;--ch-t-input-background: #0d1117;--ch-t-input-foreground: #c9d1d9;--ch-t-input-border: #30363d;--ch-t-icon-foreground: #8b949e;--ch-t-sideBar-background: #010409;--ch-t-sideBar-foreground: #c9d1d9;--ch-t-sideBar-border: #30363d;--ch-t-list-activeSelectionBackground: #6e768166;--ch-t-list-activeSelectionForeground: #c9d1d9;--ch-t-list-hoverBackground: #6e76811a;--ch-t-list-hoverForeground: #c9d1d9; }'}}),"\n","\n",(0,r.jsx)(n.header,{children:(0,r.jsx)(n.h1,{id:"data-components-in-langflow",children:"Data components in Langflow"})}),"\n",(0,r.jsx)(n.p,{children:"Data components load data from a source into your flow."}),"\n",(0,r.jsx)(n.p,{children:"They may perform some processing or type checking, like converting raw HTML data into text, or ensuring your loaded file is of an acceptable type."}),"\n",(0,r.jsx)(n.h2,{id:"use-data-components-in-a-flow",children:"Use data components in a flow"}),"\n",(0,r.jsxs)(n.p,{children:["Components like ",(0,r.jsx)(n.a,{href:"#news-search",children:"News search"}),", ",(0,r.jsx)(n.a,{href:"#rss-reader",children:"RSS reader"}),", and ",(0,r.jsx)(n.a,{href:"#web-search",children:"Web search"})," all fetch data into Langflow, and connect to Langflow in the same way. They can output the retrieved data in ",(0,r.jsx)(n.a,{href:"/concepts-objects#dataframe-object",children:"DataFrame"})," format, or can be connected to an ",(0,r.jsx)(n.strong,{children:"Agent"})," component to be used as tools."]}),"\n",(0,r.jsx)(n.p,{children:"For example, to connect all three components to an Agent component, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Create the ",(0,r.jsx)(n.a,{href:"/simple-agent",children:"Simple Agent starter flow"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Agent"})," component, in the ",(0,r.jsx)(n.strong,{children:"OpenAI API Key"})," field, add your OpenAI API key."]}),"\n",(0,r.jsxs)(n.li,{children:["Add the ",(0,r.jsx)(n.strong,{children:"News search"}),", ",(0,r.jsx)(n.strong,{children:"RSS reader"}),", and ",(0,r.jsx)(n.strong,{children:"Web Search"})," components to your flow."]}),"\n",(0,r.jsxs)(n.li,{children:["In all three components, enable ",(0,r.jsx)(n.strong,{children:"Tool Mode"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect the three components to the ",(0,r.jsx)(n.strong,{children:"Agent"})," component's ",(0,r.jsx)(n.strong,{children:"Tools"})," port.\nThe flow looks like the following:"]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.img,{alt:"Data components connected to agent",src:s(84987).A+"",width:"4000",height:"3028"})}),"\n",(0,r.jsxs)(n.ol,{start:"6",children:["\n",(0,r.jsxs)(n.li,{children:["Open the ",(0,r.jsx)(n.strong,{children:"Playground"})," and enter ",(0,r.jsx)(n.code,{children:"Use the websearch component to get me an RSS feed of the latest news."}),"\nThe Agent uses the ",(0,r.jsx)(n.code,{children:"perform_search"})," tool to return a list of RSS feeds."]}),"\n",(0,r.jsxs)(n.li,{children:["Enter the name of an RSS feed that interests you.\nThe Agent uses the ",(0,r.jsx)(n.code,{children:"read_rss"})," tool to fetch and summarize the latest RSS feed."]}),"\n"]}),"\n",(0,r.jsx)(n.h2,{id:"api-request",children:"API Request"}),"\n",(0,r.jsx)(n.p,{children:"This component makes HTTP requests using URLs or cURL commands."}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To use this component in a flow, connect the ",(0,r.jsx)(n.strong,{children:"Data"})," output to a component that accepts the input.\nFor example, connect the ",(0,r.jsx)(n.strong,{children:"API Request"})," component to a ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the API component's ",(0,r.jsx)(n.strong,{children:"URLs"})," field, enter the endpoint for your request.\nThis example uses ",(0,r.jsx)(n.code,{children:"https://dummy-json.mock.beeceptor.com/posts"}),", which is a list of technology blog posts."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the ",(0,r.jsx)(n.strong,{children:"Method"})," field, enter the type of request.\nThis example uses GET to retrieve a list of blog posts.\nThe component also supports POST, PATCH, PUT, and DELETE."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Optionally, enable the ",(0,r.jsx)(n.strong,{children:"Use cURL"})," button to create a field for pasting curl requests.\nThe equivalent call in this example is ",(0,r.jsx)(n.code,{children:"curl -v https://dummy-json.mock.beeceptor.com/posts"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then click ",(0,r.jsx)(n.strong,{children:"Run Flow"}),".\nYour request returns a list of blog posts in the ",(0,r.jsx)(n.code,{children:"result"})," field."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"urls"}),(0,r.jsx)(n.td,{children:"URLs"}),(0,r.jsx)(n.td,{children:"Enter one or more URLs, separated by commas."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"curl"}),(0,r.jsx)(n.td,{children:"cURL"}),(0,r.jsx)(n.td,{children:"Paste a curl command to populate the dictionary fields for headers and body."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"method"}),(0,r.jsx)(n.td,{children:"Method"}),(0,r.jsx)(n.td,{children:"The HTTP method to use."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"use_curl"}),(0,r.jsx)(n.td,{children:"Use cURL"}),(0,r.jsx)(n.td,{children:"Enable cURL mode to populate fields from a cURL command."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query_params"}),(0,r.jsx)(n.td,{children:"Query Parameters"}),(0,r.jsx)(n.td,{children:"The query parameters to append to the URL."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"body"}),(0,r.jsx)(n.td,{children:"Body"}),(0,r.jsxs)(n.td,{children:["The body to send with the request as a dictionary (for ",(0,r.jsx)(n.code,{children:"POST"}),", ",(0,r.jsx)(n.code,{children:"PATCH"}),", ",(0,r.jsx)(n.code,{children:"PUT"}),")."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"headers"}),(0,r.jsx)(n.td,{children:"Headers"}),(0,r.jsx)(n.td,{children:"The headers to send with the request as a dictionary."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsx)(n.td,{children:"The timeout to use for the request."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"follow_redirects"}),(0,r.jsx)(n.td,{children:"Follow Redirects"}),(0,r.jsx)(n.td,{children:"Whether to follow http redirects."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"save_to_file"}),(0,r.jsx)(n.td,{children:"Save to File"}),(0,r.jsx)(n.td,{children:"Save the API response to a temporary file."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"include_httpx_metadata"}),(0,r.jsx)(n.td,{children:"Include HTTPx Metadata"}),(0,r.jsxs)(n.td,{children:["Include properties such as ",(0,r.jsx)(n.code,{children:"headers"}),", ",(0,r.jsx)(n.code,{children:"status_code"}),", ",(0,r.jsx)(n.code,{children:"response_headers"}),", and ",(0,r.jsx)(n.code,{children:"redirection_history"})," in the output."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"data"}),(0,r.jsx)(n.td,{children:"Data"}),(0,r.jsx)(n.td,{children:"The result of the API requests. Returns a Data object containing source URL and results."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"dataframe"}),(0,r.jsx)(n.td,{children:"DataFrame"}),(0,r.jsx)(n.td,{children:"Converts the API response data into a tabular DataFrame format."})]})]})]})]}),"\n",(0,r.jsx)(n.h2,{id:"directory",children:"Directory"}),"\n",(0,r.jsx)(n.p,{children:"This component recursively loads files from a directory, with options for file types, depth, and concurrency."}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Input"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"path"}),(0,r.jsx)(n.td,{children:"MessageTextInput"}),(0,r.jsx)(n.td,{children:"The path to the directory to load files from."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"types"}),(0,r.jsx)(n.td,{children:"MessageTextInput"}),(0,r.jsx)(n.td,{children:"The file types to load (leave empty to load all types)."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"depth"}),(0,r.jsx)(n.td,{children:"IntInput"}),(0,r.jsx)(n.td,{children:"The depth to search for files."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"max_concurrency"}),(0,r.jsx)(n.td,{children:"IntInput"}),(0,r.jsx)(n.td,{children:"The maximum concurrency for loading files."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"load_hidden"}),(0,r.jsx)(n.td,{children:"BoolInput"}),(0,r.jsx)(n.td,{children:"If true, hidden files are loaded."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"recursive"}),(0,r.jsx)(n.td,{children:"BoolInput"}),(0,r.jsx)(n.td,{children:"If true, the search is recursive."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"silent_errors"}),(0,r.jsx)(n.td,{children:"BoolInput"}),(0,r.jsx)(n.td,{children:"If true, errors do not raise an exception."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"use_multithreading"}),(0,r.jsx)(n.td,{children:"BoolInput"}),(0,r.jsx)(n.td,{children:"If true, multithreading is used."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Output"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"data"}),(0,r.jsx)(n.td,{children:"List[Data]"}),(0,r.jsx)(n.td,{children:"The loaded file data from the directory."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"dataframe"}),(0,r.jsx)(n.td,{children:"DataFrame"}),(0,r.jsx)(n.td,{children:"The loaded file data in tabular DataFrame format."})]})]})]})]}),"\n",(0,r.jsx)(n.h2,{id:"file",children:"File"}),"\n",(0,r.jsxs)(n.p,{children:["This component loads and parses files of various supported formats and converts the content into a ",(0,r.jsx)(n.a,{href:"/concepts-objects",children:"Data"})," object. 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Supports individual files or bundled archives."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"file_path"}),(0,r.jsx)(n.td,{children:"Server File Path"}),(0,r.jsxs)(n.td,{children:["A Data object with a ",(0,r.jsx)(n.code,{children:"file_path"})," property pointing to the server file or a Message object with a path to the file. 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This option is deprecated."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"concurrency_multithreading"}),(0,r.jsx)(n.td,{children:"Processing Concurrency"}),(0,r.jsx)(n.td,{children:"When multiple files are being processed, the number of files to process concurrently. Default is 1. 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following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Create a test database called ",(0,r.jsx)(n.code,{children:"test.db"}),"."]}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:"test.db",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"2",children:["\n",(0,r.jsx)(n.li,{children:"Add values to the test database."}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:"test.db \"CREATE TABLE users (id INTEGER PRIMARY KEY, name TEXT, email TEXT, age INTEGER); INSERT INTO users (name, email, age) VALUES ('John Doe', 'john@example.com', 30), ('Jane Smith', 'jane@example.com', 25), ('Bob Johnson', 'bob@example.com', 35);\"",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"3",children:["\n",(0,r.jsxs)(n.li,{children:["Verify that ",(0,r.jsx)(n.code,{children:"test.db"})," has been created and contains your data."]}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:'test.db "SELECT * FROM users;"',props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"1",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"John ",props:{style:{color:"#FFA657"}}},{content:"Doe",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"john@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"2",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"Jane ",props:{style:{color:"#FFA657"}}},{content:"Smith",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"jane@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"3",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"John ",props:{style:{color:"#FFA657"}}},{content:"Doe",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"john@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"4",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"Jane ",props:{style:{color:"#FFA657"}}},{content:"Smith",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"jane@example.com",props:{style:{color:"#FFA657"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"4",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"SQL Database"})," component's ",(0,r.jsx)(n.strong,{children:"Database URL"})," field, add the connection string for ",(0,r.jsx)(n.code,{children:"test.db"}),", such as ",(0,r.jsx)(n.code,{children:"sqlite:///test.db"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.p,{children:["With this connection established, the ",(0,r.jsx)(n.strong,{children:"SQL Query"})," field now accepts SQL queries.\nInstead of manually entering SQL queries, connect this database to an agent as a ",(0,r.jsx)(n.strong,{children:"Tool"})," to query it with natural language."]}),"\n",(0,r.jsxs)(n.ol,{start:"5",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"SQL Database"})," component, enable ",(0,r.jsx)(n.strong,{children:"Tool Mode"}),", and then connect it to an ",(0,r.jsx)(n.strong,{children:"Agent"})," component.\nThe flow looks like the following:"]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.img,{alt:"SQL database connected to agent",src:s(52189).A+"",width:"4000",height:"2400"})}),"\n",(0,r.jsxs)(n.ol,{start:"6",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Agent"})," component, in the ",(0,r.jsx)(n.strong,{children:"OpenAI API Key"})," field, add your OpenAI API key."]}),"\n",(0,r.jsxs)(n.li,{children:["Open the ",(0,r.jsx)(n.strong,{children:"Playground"})," and ask ",(0,r.jsx)(n.code,{children:"What users are in my database?"}),"\nThe Agent uses the ",(0,r.jsx)(n.code,{children:"run_sql_query"})," tool to retrieve the information, and additionally identifies the duplicate ",(0,r.jsx)(n.code,{children:"users"})," entries."]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"Here are the users in your database:",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"1. **John Doe** - Email: john@example.com",props:{}}]},{tokens:[{content:"2. **Jane Smith** - Email: jane@example.com",props:{}}]},{tokens:[{content:"3. **John Doe** - Email: john@example.com",props:{}}]},{tokens:[{content:"4. **Jane Smith** - Email: jane@example.com",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"It seems there are duplicate entries for the users.",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"> Finished chain.",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"database_url"}),(0,r.jsx)(n.td,{children:"Database URL"}),(0,r.jsx)(n.td,{children:"The SQLAlchemy-compatible database connection URL."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query"}),(0,r.jsx)(n.td,{children:"SQL Query"}),(0,r.jsx)(n.td,{children:"The SQL query to execute."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"include_columns"}),(0,r.jsx)(n.td,{children:"Include Columns"}),(0,r.jsxs)(n.td,{children:["If enabled, includes column names in the result. Default: ",(0,r.jsx)(n.code,{children:"true"}),"."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"add_error"}),(0,r.jsx)(n.td,{children:"Add Error"}),(0,r.jsxs)(n.td,{children:["If enabled, adds any error messages to the result. Default: ",(0,r.jsx)(n.code,{children:"false"}),"."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"run_sql_query"}),(0,r.jsx)(n.td,{children:"Result Table"}),(0,r.jsx)(n.td,{children:"The query results as a DataFrame."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"web-search",children:"Web search"}),"\n",(0,r.jsxs)(n.p,{children:["This component performs web searches using DuckDuckGo's HTML interface, and returns the search results as a ",(0,r.jsx)(n.a,{href:"/concepts-objects#dataframe-object",children:"DataFrame"})," containing the key columns ",(0,r.jsx)(n.code,{children:"title"}),", ",(0,r.jsx)(n.code,{children:"links"}),", and ",(0,r.jsx)(n.code,{children:"snippets"}),". The component can also be used in ",(0,r.jsx)(n.strong,{children:"Tool Mode"})," with a connected ",(0,r.jsx)(n.strong,{children:"Agent"}),"."]}),"\n",(0,r.jsx)(n.p,{children:"To use this component in a flow, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Add the ",(0,r.jsx)(n.strong,{children:"Web search"})," component to the ",(0,r.jsx)(n.a,{href:"/basic-prompting",children:"Basic prompting"})," flow. In the ",(0,r.jsx)(n.strong,{children:"Search Query"})," field, enter a query, such as ",(0,r.jsx)(n.code,{children:"environmental news"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect the ",(0,r.jsx)(n.strong,{children:"Web search"})," component's output to a component that accepts the DataFrame input."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect a ",(0,r.jsx)(n.strong,{children:"Type Convert"})," component to convert the DataFrame to a Message."]}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Type Convert"})," component, in the ",(0,r.jsx)(n.strong,{children:"Output Type"})," field, select ",(0,r.jsx)(n.strong,{children:"Message"}),".\nYour flow looks like the following:"]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.img,{alt:"Type convert web search output to chat",src:s(42547).A+"",width:"4000",height:"1826"})}),"\n",(0,r.jsxs)(n.ol,{start:"5",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Language Model"})," component, in the ",(0,r.jsx)(n.strong,{children:"OpenAI API Key"})," field, add your OpenAI API key."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then ask about ",(0,r.jsx)(n.code,{children:"latest news"}),"."]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:"The search results are returned to the Playground as a message."}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"Latest news",props:{}}]},{tokens:[{content:"AI",props:{}}]},{tokens:[{content:"gpt-4o-mini",props:{}}]},{tokens:[{content:"Here are some of the latest news articles related to the environment:",props:{}}]},{tokens:[{content:"Ozone Pollution and Global Warming: A recent study highlights that ozone pollution is a significant global environmental concern, threatening human health and crop production while exacerbating global warming. Read more",props:{}}]},{tokens:[{content:"...",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,r.jsx)(n.admonition,{type:"note",children:(0,r.jsx)(n.p,{children:"This component uses web scraping and may be subject to rate limits. For production use, consider using an official search API."})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query"}),(0,r.jsx)(n.td,{children:"Search Query"}),(0,r.jsx)(n.td,{children:"Keywords to search for."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsxs)(n.td,{children:["Timeout for the web search request in seconds. Default: ",(0,r.jsx)(n.code,{children:"5"}),"."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"results"}),(0,r.jsx)(n.td,{children:"Search Results"}),(0,r.jsx)(n.td,{children:"A DataFrame containing search results with titles, links, and snippets."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"url",children:"URL"}),"\n",(0,r.jsx)(n.p,{children:"This component fetches content from one or more URLs, processes the content, and returns it in various formats. It supports output in plain text or raw HTML."}),"\n",(0,r.jsxs)(n.p,{children:["In the component's ",(0,r.jsx)(n.strong,{children:"URLs"})," field, enter the URL you want to load. To add multiple URL fields, click ",(0,r.jsx)(o.A,{name:"Plus","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Add URL"}),"."]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To use this component in a flow, connect the ",(0,r.jsx)(n.strong,{children:"DataFrame"})," output to a component that accepts the input.\nFor example, connect the ",(0,r.jsx)(n.strong,{children:"URL"})," component to a ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the URL component's ",(0,r.jsx)(n.strong,{children:"URLs"})," field, enter the URL for your request.\nThis example uses ",(0,r.jsx)(n.code,{children:"langflow.org"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Optionally, in the ",(0,r.jsx)(n.strong,{children:"Max Depth"})," field, enter how many pages away from the initial URL you want to crawl.\nSelect ",(0,r.jsx)(n.code,{children:"1"})," to crawl only the page specified in the ",(0,r.jsx)(n.strong,{children:"URLs"})," field.\nSelect ",(0,r.jsx)(n.code,{children:"2"})," to crawl all pages linked from that page.\nThe component crawls by link traversal, not by URL path depth."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then click ",(0,r.jsx)(n.strong,{children:"Run Flow"}),".\nThe text contents of the URL are returned to the Playground as a structured DataFrame."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the ",(0,r.jsx)(n.strong,{children:"URL"})," component, change the output port to ",(0,r.jsx)(n.strong,{children:"Message"}),", and then run the flow again.\nThe text contents of the URL are returned as unstructured raw text, which you can extract patterns with the ",(0,r.jsx)(n.a,{href:"/components-processing#parser",children:"Parser"})," component."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"urls"}),(0,r.jsx)(n.td,{children:"URLs"}),(0,r.jsx)(n.td,{children:"Click the '+' button to enter one or more URLs to crawl recursively."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"max_depth"}),(0,r.jsx)(n.td,{children:"Max Depth"}),(0,r.jsx)(n.td,{children:"Controls how many 'clicks' away from the initial page the crawler will go."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"prevent_outside"}),(0,r.jsx)(n.td,{children:"Prevent Outside"}),(0,r.jsx)(n.td,{children:"If enabled, only crawls URLs within the same domain as the root URL."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"use_async"}),(0,r.jsx)(n.td,{children:"Use Async"}),(0,r.jsx)(n.td,{children:"If enabled, uses asynchronous loading which can be significantly faster but might use more system resources."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"format"}),(0,r.jsx)(n.td,{children:"Output Format"}),(0,r.jsxs)(n.td,{children:["Output Format. Use ",(0,r.jsx)(n.code,{children:"Text"})," to extract the text from the HTML or ",(0,r.jsx)(n.code,{children:"HTML"})," for the raw HTML content."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsx)(n.td,{children:"Timeout for the request in seconds."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"headers"}),(0,r.jsx)(n.td,{children:"Headers"}),(0,r.jsx)(n.td,{children:"The headers to send with the request."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"data"}),(0,r.jsx)(n.td,{children:"Data"}),(0,r.jsxs)(n.td,{children:["A list of ",(0,r.jsx)(n.a,{href:"/concepts-objects",children:"Data"})," objects containing fetched content and metadata."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"text"}),(0,r.jsx)(n.td,{children:"Message"}),(0,r.jsx)(n.td,{children:"The fetched content as formatted text."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"dataframe"}),(0,r.jsx)(n.td,{children:"DataFrame"}),(0,r.jsxs)(n.td,{children:["The content formatted as a ",(0,r.jsx)(n.a,{href:"/concepts-objects#dataframe-object",children:"DataFrame"})," object."]})]})]})]})]}),"\n",(0,r.jsx)(n.h2,{id:"webhook",children:"Webhook"}),"\n",(0,r.jsx)(n.p,{children:"This component defines a webhook trigger that runs a flow when it receives an HTTP POST request."}),"\n",(0,r.jsxs)(n.p,{children:["If the input is not valid JSON, the component wraps it in a ",(0,r.jsx)(n.code,{children:"payload"})," object so that it can be processed and still trigger the flow."]}),"\n",(0,r.jsxs)(n.p,{children:["When a ",(0,r.jsx)(n.strong,{children:"Webhook"})," component is added to the workspace, a new ",(0,r.jsx)(n.strong,{children:"Webhook cURL"})," tab becomes available in the ",(0,r.jsx)(n.strong,{children:"API"})," pane that contains an HTTP POST request for triggering the webhook component. For example:\nReplace ",(0,r.jsx)(n.code,{children:"LANGFLOW_SERVER_ADDRESS"}),", ",(0,r.jsx)(n.code,{children:"FLOW_ID"}),", and ",(0,r.jsx)(n.code,{children:"LANGFLOW_API_KEY"})," with the values from your Langflow deployment."]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,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 ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/webhook/FLOW_ID" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -H ",props:{style:{color:"#79C0FF"}}},{content:"'Content-Type: application/json' ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -H ",props:{style:{color:"#79C0FF"}}},{content:"'x-api-key: LANGFLOW_API_KEY' ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -d ",props:{style:{color:"#79C0FF"}}},{content:'\'{"any": "data"}\'',props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"Webhook"})," component is often paired with a ",(0,r.jsxs)(n.a,{href:"/components-processing#parser",children:[(0,r.jsx)(n.strong,{children:"Parser"})," component"]})," to extract relevant data from the raw payload.\nFor more information, see ",(0,r.jsx)(n.a,{href:"/webhook",children:"Trigger flows with webhooks"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["To troubleshoot a flow with a ",(0,r.jsx)(n.strong,{children:"Webhook"})," component and verify that the component is receiving data, you can create a small flow that outputs only the parsed payload:"]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Create a flow with ",(0,r.jsx)(n.strong,{children:"Webhook"}),", ",(0,r.jsx)(n.strong,{children:"Parser"}),", and ",(0,r.jsx)(n.strong,{children:"Chat Output"})," components."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Connect the Webhook component's ",(0,r.jsx)(n.strong,{children:"Data"})," output to the Parser component's ",(0,r.jsx)(n.strong,{children:"Data"})," input."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Connect the Parser component's ",(0,r.jsx)(n.strong,{children:"Parsed Text"})," output to the Chat Output component's ",(0,r.jsx)(n.strong,{children:"Text"})," input."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Edit the ",(0,r.jsx)(n.strong,{children:"Parser"})," component to set ",(0,r.jsx)(n.strong,{children:"Mode"})," to ",(0,r.jsx)(n.strong,{children:"Stringify"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["This mode passes the data received by the Webhook component as a string that is printed 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field."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"urls"}),(0,r.jsx)(n.td,{children:"URLs"}),(0,r.jsx)(n.td,{children:"Enter one or more URLs, separated by commas."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"curl"}),(0,r.jsx)(n.td,{children:"cURL"}),(0,r.jsx)(n.td,{children:"Paste a curl command to populate the dictionary fields for headers and body."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"method"}),(0,r.jsx)(n.td,{children:"Method"}),(0,r.jsx)(n.td,{children:"The HTTP method to 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It supports multiple file types and provides options for parallel processing and error handling."]}),"\n",(0,r.jsx)(n.p,{children:"To load a document, follow these steps:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Click the ",(0,r.jsx)(n.strong,{children:"Select files"})," button."]}),"\n",(0,r.jsxs)(n.li,{children:["Select a local file or a file loaded with ",(0,r.jsx)(n.a,{href:"/concepts-file-management",children:"File management"}),", and then click ",(0,r.jsx)(n.strong,{children:"Select file"}),"."]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:"The loaded file name appears in the component."}),"\n",(0,r.jsxs)(n.p,{children:["The default maximum supported file size is 100 MB.\nTo modify this value, see ",(0,r.jsx)(n.a,{href:"/environment-variables#LANGFLOW_MAX_FILE_SIZE_UPLOAD",children:"--max-file-size-upload"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"File"})," component\u2019s outputs change dynamically based on the number and type of files you select.\nFor more information, expand the following ",(0,r.jsx)(n.strong,{children:"Parameters"})," section, and then review the ",(0,r.jsx)(n.strong,{children:"Outputs"})," parameters."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"path"}),(0,r.jsx)(n.td,{children:"Files"}),(0,r.jsx)(n.td,{children:"The path to files to load. 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This option is deprecated."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"concurrency_multithreading"}),(0,r.jsx)(n.td,{children:"Processing Concurrency"}),(0,r.jsx)(n.td,{children:"When multiple files are being processed, the number of files to process concurrently. Default is 1. 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Leave blank for keyword search."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsx)(n.td,{children:"Timeout for the request in seconds."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"articles"}),(0,r.jsx)(n.td,{children:"News Articles"}),(0,r.jsx)(n.td,{children:"A DataFrame containing article titles, links, publication dates, and summaries."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"rss-reader",children:"RSS Reader"}),"\n",(0,r.jsxs)(n.p,{children:["This component fetches and parses RSS feeds from any valid RSS feed URL. It returns the feed content as a DataFrame containing article titles, links, publication dates, and summaries. The component can also be used in ",(0,r.jsx)(n.strong,{children:"Tool Mode"})," with a connected ",(0,r.jsx)(n.strong,{children:"Agent"}),"."]}),"\n",(0,r.jsx)(n.p,{children:"To use this component in a flow, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Connect the ",(0,r.jsx)(n.strong,{children:"RSS reader"})," output to a component that accepts the DataFrame input, such as a ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component."]}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"RSS Feed URL"})," field, enter an RSS feed, such as ",(0,r.jsx)(n.code,{children:"https://rss.nytimes.com/services/xml/rss/nyt/HomePage.xml"})," for the New York Times."]}),"\n",(0,r.jsxs)(n.li,{children:["Open the ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then click ",(0,r.jsx)(n.strong,{children:"Run Flow"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.p,{children:["The latest content is returned in a structured DataFrame, with the key columns ",(0,r.jsx)(n.code,{children:"title"}),", ",(0,r.jsx)(n.code,{children:"link"}),", ",(0,r.jsx)(n.code,{children:"published"})," and ",(0,r.jsx)(n.code,{children:"summary"}),"."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"rss_url"}),(0,r.jsx)(n.td,{children:"RSS Feed URL"}),(0,r.jsx)(n.td,{children:"URL of the RSS feed to parse."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsxs)(n.td,{children:["Timeout for the RSS feed request in seconds. Default: ",(0,r.jsx)(n.code,{children:"5"}),"."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"articles"}),(0,r.jsx)(n.td,{children:"Articles"}),(0,r.jsx)(n.td,{children:"A DataFrame containing article titles, links, publication dates, and summaries."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"sql-database",children:"SQL database"}),"\n",(0,r.jsxs)(n.p,{children:["This component executes SQL queries on ",(0,r.jsx)(n.a,{href:"https://docs.sqlalchemy.org/en/20/",children:"SQLAlchemy-compatible databases"}),".\nIt supports any SQLAlchemy-compatible database, including PostgreSQL, MySQL, SQLite, and others."]}),"\n",(0,r.jsx)(n.p,{children:"To use this component in a flow, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Create a test database called ",(0,r.jsx)(n.code,{children:"test.db"}),"."]}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:"test.db",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"2",children:["\n",(0,r.jsx)(n.li,{children:"Add values to the test database."}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:"test.db \"CREATE TABLE users (id INTEGER PRIMARY KEY, name TEXT, email TEXT, age INTEGER); INSERT INTO users (name, email, age) VALUES ('John Doe', 'john@example.com', 30), ('Jane Smith', 'jane@example.com', 25), ('Bob Johnson', 'bob@example.com', 35);\"",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"3",children:["\n",(0,r.jsxs)(n.li,{children:["Verify that ",(0,r.jsx)(n.code,{children:"test.db"})," has been created and contains your data."]}),"\n"]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"sqlite3 ",props:{style:{color:"#FFA657"}}},{content:'test.db "SELECT * FROM users;"',props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"1",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"John ",props:{style:{color:"#FFA657"}}},{content:"Doe",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"john@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"2",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"Jane ",props:{style:{color:"#FFA657"}}},{content:"Smith",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"jane@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"3",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"John ",props:{style:{color:"#FFA657"}}},{content:"Doe",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"john@example.com",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"4",props:{style:{color:"#FFA657"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"Jane ",props:{style:{color:"#FFA657"}}},{content:"Smith",props:{style:{color:"#A5D6FF"}}},{content:"|",props:{style:{color:"#FF7B72"}}},{content:"jane@example.com",props:{style:{color:"#FFA657"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,r.jsxs)(n.ol,{start:"4",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"SQL Database"})," component's ",(0,r.jsx)(n.strong,{children:"Database URL"})," field, add the connection string for ",(0,r.jsx)(n.code,{children:"test.db"}),", such as ",(0,r.jsx)(n.code,{children:"sqlite:///test.db"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.p,{children:["With this connection established, the ",(0,r.jsx)(n.strong,{children:"SQL Query"})," field now accepts SQL queries.\nInstead of manually entering SQL queries, connect this database to an agent as a ",(0,r.jsx)(n.strong,{children:"Tool"})," to query it with natural language."]}),"\n",(0,r.jsxs)(n.ol,{start:"5",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"SQL Database"})," component, enable ",(0,r.jsx)(n.strong,{children:"Tool Mode"}),", and then connect it to an ",(0,r.jsx)(n.strong,{children:"Agent"})," component.\nThe flow looks like the following:"]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.img,{alt:"SQL database connected to agent",src:s(52189).A+"",width:"4000",height:"2400"})}),"\n",(0,r.jsxs)(n.ol,{start:"6",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Agent"})," component, in the ",(0,r.jsx)(n.strong,{children:"OpenAI API Key"})," field, add your OpenAI API key."]}),"\n",(0,r.jsxs)(n.li,{children:["Open the ",(0,r.jsx)(n.strong,{children:"Playground"})," and ask ",(0,r.jsx)(n.code,{children:"What users are in my database?"}),"\nThe Agent uses the ",(0,r.jsx)(n.code,{children:"run_sql_query"})," tool to retrieve the information, and additionally identifies the duplicate ",(0,r.jsx)(n.code,{children:"users"})," entries."]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"Here are the users in your database:",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"1. **John Doe** - Email: john@example.com",props:{}}]},{tokens:[{content:"2. **Jane Smith** - Email: jane@example.com",props:{}}]},{tokens:[{content:"3. **John Doe** - Email: john@example.com",props:{}}]},{tokens:[{content:"4. **Jane Smith** - Email: jane@example.com",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"It seems there are duplicate entries for the users.",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"> Finished chain.",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"database_url"}),(0,r.jsx)(n.td,{children:"Database URL"}),(0,r.jsx)(n.td,{children:"The SQLAlchemy-compatible database connection URL."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query"}),(0,r.jsx)(n.td,{children:"SQL Query"}),(0,r.jsx)(n.td,{children:"The SQL query to execute."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"include_columns"}),(0,r.jsx)(n.td,{children:"Include Columns"}),(0,r.jsxs)(n.td,{children:["If enabled, includes column names in the result. Default: ",(0,r.jsx)(n.code,{children:"true"}),"."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"add_error"}),(0,r.jsx)(n.td,{children:"Add Error"}),(0,r.jsxs)(n.td,{children:["If enabled, adds any error messages to the result. Default: ",(0,r.jsx)(n.code,{children:"false"}),"."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"run_sql_query"}),(0,r.jsx)(n.td,{children:"Result Table"}),(0,r.jsx)(n.td,{children:"The query results as a DataFrame."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"web-search",children:"Web search"}),"\n",(0,r.jsxs)(n.p,{children:["This component performs web searches using DuckDuckGo's HTML interface, and returns the search results as a ",(0,r.jsx)(n.a,{href:"/concepts-objects#dataframe-object",children:"DataFrame"})," containing the key columns ",(0,r.jsx)(n.code,{children:"title"}),", ",(0,r.jsx)(n.code,{children:"links"}),", and ",(0,r.jsx)(n.code,{children:"snippets"}),". The component can also be used in ",(0,r.jsx)(n.strong,{children:"Tool Mode"})," with a connected ",(0,r.jsx)(n.strong,{children:"Agent"}),"."]}),"\n",(0,r.jsx)(n.p,{children:"To use this component in a flow, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Add the ",(0,r.jsx)(n.strong,{children:"Web search"})," component to the ",(0,r.jsx)(n.a,{href:"/basic-prompting",children:"Basic prompting"})," flow. In the ",(0,r.jsx)(n.strong,{children:"Search Query"})," field, enter a query, such as ",(0,r.jsx)(n.code,{children:"environmental news"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect the ",(0,r.jsx)(n.strong,{children:"Web search"})," component's output to a component that accepts the DataFrame input."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect a ",(0,r.jsx)(n.strong,{children:"Type Convert"})," component to convert the DataFrame to a Message."]}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Type Convert"})," component, in the ",(0,r.jsx)(n.strong,{children:"Output Type"})," field, select ",(0,r.jsx)(n.strong,{children:"Message"}),".\nYour flow looks like the following:"]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.img,{alt:"Type convert web search output to chat",src:s(42547).A+"",width:"4000",height:"1826"})}),"\n",(0,r.jsxs)(n.ol,{start:"5",children:["\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Language Model"})," component, in the ",(0,r.jsx)(n.strong,{children:"OpenAI API Key"})," field, add your OpenAI API key."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then ask about ",(0,r.jsx)(n.code,{children:"latest news"}),"."]}),"\n"]}),"\n",(0,r.jsx)(n.p,{children:"The search results are returned to the Playground as a message."}),"\n",(0,r.jsx)(n.p,{children:"Result:"}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"Latest news",props:{}}]},{tokens:[{content:"AI",props:{}}]},{tokens:[{content:"gpt-4o-mini",props:{}}]},{tokens:[{content:"Here are some of the latest news articles related to the environment:",props:{}}]},{tokens:[{content:"Ozone Pollution and Global Warming: A recent study highlights that ozone pollution is a significant global environmental concern, threatening human health and crop production while exacerbating global warming. Read more",props:{}}]},{tokens:[{content:"...",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,r.jsx)(n.admonition,{type:"note",children:(0,r.jsx)(n.p,{children:"This component uses web scraping and may be subject to rate limits. For production use, consider using an official search API."})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query"}),(0,r.jsx)(n.td,{children:"Search Query"}),(0,r.jsx)(n.td,{children:"Keywords to search for."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsxs)(n.td,{children:["Timeout for the web search request in seconds. Default: ",(0,r.jsx)(n.code,{children:"5"}),"."]})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"results"}),(0,r.jsx)(n.td,{children:"Search Results"}),(0,r.jsx)(n.td,{children:"A DataFrame containing search results with titles, links, and snippets."})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"url",children:"URL"}),"\n",(0,r.jsx)(n.p,{children:"This component fetches content from one or more URLs, processes the content, and returns it in various formats. It supports output in plain text or raw HTML."}),"\n",(0,r.jsxs)(n.p,{children:["In the component's ",(0,r.jsx)(n.strong,{children:"URLs"})," field, enter the URL you want to load. To add multiple URL fields, click ",(0,r.jsx)(d.A,{name:"Plus","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Add URL"}),"."]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To use this component in a flow, connect the ",(0,r.jsx)(n.strong,{children:"DataFrame"})," output to a component that accepts the input.\nFor example, connect the ",(0,r.jsx)(n.strong,{children:"URL"})," component to a ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the URL component's ",(0,r.jsx)(n.strong,{children:"URLs"})," field, enter the URL for your request.\nThis example uses ",(0,r.jsx)(n.code,{children:"langflow.org"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Optionally, in the ",(0,r.jsx)(n.strong,{children:"Max Depth"})," field, enter how many pages away from the initial URL you want to crawl.\nSelect ",(0,r.jsx)(n.code,{children:"1"})," to crawl only the page specified in the ",(0,r.jsx)(n.strong,{children:"URLs"})," field.\nSelect ",(0,r.jsx)(n.code,{children:"2"})," to crawl all pages linked from that page.\nThe component crawls by link traversal, not by URL path depth."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"}),", and then click ",(0,r.jsx)(n.strong,{children:"Run Flow"}),".\nThe text contents of the URL are returned to the Playground as a structured DataFrame."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the ",(0,r.jsx)(n.strong,{children:"URL"})," component, change the output port to ",(0,r.jsx)(n.strong,{children:"Message"}),", and then run the flow again.\nThe text contents of the URL are returned as unstructured raw text, which you can extract patterns with the ",(0,r.jsx)(n.a,{href:"/components-processing#parser",children:"Parser"})," component."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"urls"}),(0,r.jsx)(n.td,{children:"URLs"}),(0,r.jsx)(n.td,{children:"Click the '+' button to enter one or more URLs to crawl recursively."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"max_depth"}),(0,r.jsx)(n.td,{children:"Max Depth"}),(0,r.jsx)(n.td,{children:"Controls how many 'clicks' away from the initial page the crawler will go."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"prevent_outside"}),(0,r.jsx)(n.td,{children:"Prevent Outside"}),(0,r.jsx)(n.td,{children:"If enabled, only crawls URLs within the same domain as the root URL."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"use_async"}),(0,r.jsx)(n.td,{children:"Use Async"}),(0,r.jsx)(n.td,{children:"If enabled, uses asynchronous loading which can be significantly faster but might use more system resources."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"format"}),(0,r.jsx)(n.td,{children:"Output Format"}),(0,r.jsxs)(n.td,{children:["Output Format. Use ",(0,r.jsx)(n.code,{children:"Text"})," to extract the text from the HTML or ",(0,r.jsx)(n.code,{children:"HTML"})," for the raw HTML content."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"timeout"}),(0,r.jsx)(n.td,{children:"Timeout"}),(0,r.jsx)(n.td,{children:"Timeout for the request in seconds."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"headers"}),(0,r.jsx)(n.td,{children:"Headers"}),(0,r.jsx)(n.td,{children:"The headers to send with the request."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Info"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"data"}),(0,r.jsx)(n.td,{children:"Data"}),(0,r.jsxs)(n.td,{children:["A list of ",(0,r.jsx)(n.a,{href:"/concepts-objects",children:"Data"})," objects containing fetched content and metadata."]})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"text"}),(0,r.jsx)(n.td,{children:"Message"}),(0,r.jsx)(n.td,{children:"The fetched content as formatted text."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"dataframe"}),(0,r.jsx)(n.td,{children:"DataFrame"}),(0,r.jsxs)(n.td,{children:["The content formatted as a ",(0,r.jsx)(n.a,{href:"/concepts-objects#dataframe-object",children:"DataFrame"})," object."]})]})]})]})]}),"\n",(0,r.jsx)(n.h2,{id:"webhook",children:"Webhook"}),"\n",(0,r.jsx)(n.p,{children:"This component defines a webhook trigger that runs a flow when it receives an HTTP POST request."}),"\n",(0,r.jsxs)(n.p,{children:["If the input is not valid JSON, the component wraps it in a ",(0,r.jsx)(n.code,{children:"payload"})," object so that it can be processed and still trigger the flow."]}),"\n",(0,r.jsxs)(n.p,{children:["When a ",(0,r.jsx)(n.strong,{children:"Webhook"})," component is added to the workspace, a new ",(0,r.jsx)(n.strong,{children:"Webhook cURL"})," tab becomes available in the ",(0,r.jsx)(n.strong,{children:"API"})," pane that contains an HTTP POST request for triggering the webhook component. For example:\nReplace ",(0,r.jsx)(n.code,{children:"LANGFLOW_SERVER_ADDRESS"}),", ",(0,r.jsx)(n.code,{children:"FLOW_ID"}),", and ",(0,r.jsx)(n.code,{children:"LANGFLOW_API_KEY"})," with the values from your Langflow deployment."]}),"\n",(0,r.jsx)(a.Code,{codeConfig:x,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 ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/webhook/FLOW_ID" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -H ",props:{style:{color:"#79C0FF"}}},{content:"'Content-Type: application/json' ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -H ",props:{style:{color:"#79C0FF"}}},{content:"'x-api-key: LANGFLOW_API_KEY' ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -d ",props:{style:{color:"#79C0FF"}}},{content:'\'{"any": "data"}\'',props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"Webhook"})," component is often paired with a ",(0,r.jsxs)(n.a,{href:"/components-processing#parser",children:[(0,r.jsx)(n.strong,{children:"Parser"})," component"]})," to extract relevant data from the raw payload.\nFor more information, see ",(0,r.jsx)(n.a,{href:"/webhook",children:"Trigger flows with webhooks"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["To troubleshoot a flow with a ",(0,r.jsx)(n.strong,{children:"Webhook"})," component and verify that the component is receiving data, you can create a small flow that outputs only the parsed payload:"]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Create a flow with ",(0,r.jsx)(n.strong,{children:"Webhook"}),", ",(0,r.jsx)(n.strong,{children:"Parser"}),", and ",(0,r.jsx)(n.strong,{children:"Chat Output"})," components."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Connect the Webhook component's ",(0,r.jsx)(n.strong,{children:"Data"})," output to the Parser component's ",(0,r.jsx)(n.strong,{children:"Data"})," input."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Connect the Parser component's ",(0,r.jsx)(n.strong,{children:"Parsed Text"})," output to the Chat Output component's ",(0,r.jsx)(n.strong,{children:"Text"})," input."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Edit the ",(0,r.jsx)(n.strong,{children:"Parser"})," component to set ",(0,r.jsx)(n.strong,{children:"Mode"})," to ",(0,r.jsx)(n.strong,{children:"Stringify"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["This mode passes the data received by the Webhook component as a string that is printed by the ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Share"}),", select ",(0,r.jsx)(n.strong,{children:"API access"}),", and then copy the ",(0,r.jsx)(n.strong,{children:"Webhook cURL"})," code snippet."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Optional: Edit the ",(0,r.jsx)(n.code,{children:"data"})," in the code snippet if you want to pass a different payload."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Send the POST request to trigger the flow."}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Playground"})," to verify that the ",(0,r.jsx)(n.strong,{children:"Chat Output"})," component printed the JSON data from your POST request."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(n.p,{children:["For more information, see ",(0,r.jsx)(n.a,{href:"/webhook",children:"Trigger flows with webhooks"}),"."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"data"}),(0,r.jsx)(n.td,{children:"Payload"}),(0,r.jsx)(n.td,{children:"Receives a payload from external systems through HTTP POST requests."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"curl"}),(0,r.jsx)(n.td,{children:"cURL"}),(0,r.jsx)(n.td,{children:"The cURL command template for making requests to this webhook."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"endpoint"}),(0,r.jsx)(n.td,{children:"Endpoint"}),(0,r.jsx)(n.td,{children:"The endpoint URL where this webhook receives requests."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Name"}),(0,r.jsx)(n.th,{children:"Display Name"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"output_data"}),(0,r.jsx)(n.td,{children:"Data"}),(0,r.jsxs)(n.td,{children:["Outputs processed data from the webhook input, and returns an empty ",(0,r.jsx)(n.a,{href:"/concepts-objects",children:"Data"})," object if no input is provided. If the input is not valid JSON, the component wraps it in a ",(0,r.jsx)(n.code,{children:"payload"})," object."]})]})})]})]}),"\n",(0,r.jsx)(n.h2,{id:"legacy-components",children:"Legacy components"}),"\n",(0,r.jsx)(n.p,{children:"Legacy components are available for use but are no longer supported."}),"\n",(0,r.jsx)(n.h3,{id:"gmail-loader",children:"Gmail Loader"}),"\n",(0,r.jsx)(n.admonition,{title:"Legacy Google OAuth Components",type:"warning",children:(0,r.jsxs)(n.p,{children:["Google OAuth Components are in ",(0,r.jsx)(n.strong,{children:"Legacy"}),", which means they are available for use but no longer in active development as of Langflow 1.4.0.\nThey may not work in newer versions of Langflow.\nTo connect your flows to Google OAuth services, use ",(0,r.jsx)(n.a,{href:"/integrations-composio",children:"Composio"}),"."]})}),"\n",(0,r.jsx)(n.p,{children:"This component loads emails from Gmail using provided credentials and filters."}),"\n",(0,r.jsxs)(n.p,{children:["For more information about creating a service account JSON, see ",(0,r.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2/service-account",children:"Service Account JSON"}),"."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Input"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"json_string"}),(0,r.jsx)(n.td,{children:"SecretStrInput"}),(0,r.jsx)(n.td,{children:"A JSON string containing OAuth 2.0 access token information for service account access."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"label_ids"}),(0,r.jsx)(n.td,{children:"MessageTextInput"}),(0,r.jsx)(n.td,{children:"A comma-separated list of label IDs to filter 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development as of Langflow 1.4.0.\nThey may not work in newer versions of Langflow.\nTo connect your flows to Google OAuth services, use ",(0,r.jsx)(n.a,{href:"/integrations-composio",children:"Composio"}),"."]})}),"\n",(0,r.jsxs)(n.p,{children:["For more information about creating a service account JSON, see ",(0,r.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2/service-account",children:"Service Account JSON"}),"."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Input"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"json_string"}),(0,r.jsx)(n.td,{children:"SecretStrInput"}),(0,r.jsx)(n.td,{children:"A JSON string containing OAuth 2.0 access token information for service account access."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"document_id"}),(0,r.jsx)(n.td,{children:"MessageTextInput"}),(0,r.jsx)(n.td,{children:"A single Google Drive document ID."})]})]})]}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Outputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Output"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsx)(n.tbody,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"docs"}),(0,r.jsx)(n.td,{children:"Data"}),(0,r.jsx)(n.td,{children:"The loaded document data."})]})})]})]}),"\n",(0,r.jsx)(n.h3,{id:"google-drive-search",children:"Google Drive Search"}),"\n",(0,r.jsx)(n.admonition,{title:"Legacy Google OAuth Components",type:"warning",children:(0,r.jsxs)(n.p,{children:["Google OAuth Components are in ",(0,r.jsx)(n.strong,{children:"Legacy"}),", which means they are available for use but no longer in active development as of Langflow 1.4.0.\nThey may not work in newer versions of Langflow.\nTo connect your flows to Google OAuth services, use ",(0,r.jsx)(n.a,{href:"/integrations-composio",children:"Composio"}),"."]})}),"\n",(0,r.jsx)(n.p,{children:"This component searches Google Drive files using provided credentials and query parameters."}),"\n",(0,r.jsxs)(n.p,{children:["For more information about creating a service account JSON, see ",(0,r.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2/service-account",children:"Service Account JSON"}),"."]}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Parameters"}),(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"Inputs"})}),(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Input"}),(0,r.jsx)(n.th,{children:"Type"}),(0,r.jsx)(n.th,{children:"Description"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"token_string"}),(0,r.jsx)(n.td,{children:"SecretStrInput"}),(0,r.jsx)(n.td,{children:"A JSON string containing OAuth 2.0 access token information for service account access."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"query_item"}),(0,r.jsx)(n.td,{children:"DropdownInput"}),(0,r.jsx)(n.td,{children:"The field to query."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"valid_operator"}),(0,r.jsx)(n.td,{children:"DropdownInput"}),(0,r.jsx)(n.td,{children:"The operator to use in the 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\n

Your Docusaurus site did not load properly.

\n

A very common reason is a wrong site baseUrl configuration.

\n

Current configured baseUrl = ${e} ${"/"===e?" (default value)":""}

\n

We suggest trying baseUrl =

\n
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