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+ diff --git a/api/update-folder-redirect.html b/api/update-folder-redirect.html index 2428bb423b..d8f8eac74a 100644 --- a/api/update-folder-redirect.html +++ b/api/update-folder-redirect.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-message.html b/api/update-message.html index dd1794f54f..88b7c44f5f 100644 --- a/api/update-message.html +++ b/api/update-message.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-project-mcp-settings.html b/api/update-project-mcp-settings.html index 436cd28fc4..95d9714aa4 100644 --- a/api/update-project-mcp-settings.html +++ b/api/update-project-mcp-settings.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-project.html b/api/update-project.html index 1b320182a4..ce8f9750eb 100644 --- a/api/update-project.html +++ b/api/update-project.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-session-id.html b/api/update-session-id.html index a5ef1df36d..64f8fb6fa6 100644 --- a/api/update-session-id.html +++ b/api/update-session-id.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-shared-component.html b/api/update-shared-component.html index 5ee096946f..44204df781 100644 --- a/api/update-shared-component.html +++ b/api/update-shared-component.html @@ -21,7 +21,7 @@ - + diff --git a/api/update-variable.html b/api/update-variable.html index faff65429e..3bf318ac8e 100644 --- a/api/update-variable.html +++ b/api/update-variable.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-file-1.html b/api/upload-file-1.html index 1b572dfdc2..4f8d18020e 100644 --- a/api/upload-file-1.html +++ b/api/upload-file-1.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-file-2.html b/api/upload-file-2.html index 5438e1a8e7..26594109d2 100644 --- a/api/upload-file-2.html +++ b/api/upload-file-2.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-file-redirect.html b/api/upload-file-redirect.html index 44b80e90d1..cee53caf6b 100644 --- a/api/upload-file-redirect.html +++ b/api/upload-file-redirect.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-file.html b/api/upload-file.html index 1902e8536b..39a23d5630 100644 --- a/api/upload-file.html +++ b/api/upload-file.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-user-file-1.html b/api/upload-user-file-1.html index 119aa41dde..786a752116 100644 --- a/api/upload-user-file-1.html +++ b/api/upload-user-file-1.html @@ -21,7 +21,7 @@ - + diff --git a/api/upload-user-file.html b/api/upload-user-file.html index 7b040fb447..a96f25509c 100644 --- a/api/upload-user-file.html +++ b/api/upload-user-file.html @@ -21,7 +21,7 @@ - + diff --git a/api/webhook-run-flow.html b/api/webhook-run-flow.html index c2a5bf356a..7507d775d2 100644 --- a/api/webhook-run-flow.html +++ b/api/webhook-run-flow.html @@ -21,7 +21,7 @@ - + diff --git a/assets/js/2ab0d4f5.1c222a59.js b/assets/js/2ab0d4f5.1c222a59.js new file mode 100644 index 0000000000..83febf7f0e --- /dev/null +++ b/assets/js/2ab0d4f5.1c222a59.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[1845],{28453:(e,n,t)=>{t.d(n,{R:()=>a,x:()=>o});var i=t(96540);const s={},r=i.createContext(s);function a(e){const n=i.useContext(r);return i.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function o(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:a(e.components),i.createElement(r.Provider,{value:n},e.children)}},83640:(e,n,t)=>{t.r(n),t.d(n,{contentTitle:()=>o,default:()=>c,frontMatter:()=>a,metadata:()=>i,toc:()=>l});const i=JSON.parse('{"type":"api","id":"simplified-run-flow","title":"Simplified Run Flow","description":"","slug":"/simplified-run-flow","frontMatter":{},"api":{"tags":["Base"],"description":"Executes a specified flow by ID with support for streaming and telemetry.\\n\\nThis endpoint executes a flow identified by ID or name, with options for streaming the response\\nand tracking execution metrics. 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It includes an internal structure with optional lifecycle steps, output generation, front-end interaction, and logic organization."]}),"\n",(0,s.jsx)(e.p,{children:"A basic component:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:["Inherits from ",(0,s.jsx)(e.code,{children:"langflow.custom.Component"}),"."]}),"\n",(0,s.jsxs)(e.li,{children:["Declares metadata like ",(0,s.jsx)(e.code,{children:"display_name"}),", ",(0,s.jsx)(e.code,{children:"description"}),", ",(0,s.jsx)(e.code,{children:"icon"}),", and more."]}),"\n",(0,s.jsxs)(e.li,{children:["Defines ",(0,s.jsx)(e.code,{children:"inputs"})," and ",(0,s.jsx)(e.code,{children:"outputs"})," lists."]}),"\n",(0,s.jsx)(e.li,{children:"Implements methods matching output specifications."}),"\n"]}),"\n",(0,s.jsx)(e.p,{children:"A minimal custom component skeleton contains the following:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.custom ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" Component",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.template ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" Output",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"class ",props:{style:{color:"#FF7B72"}}},{content:"MyComponent",props:{style:{color:"#FFA657"}}},{content:"(",props:{style:{color:"#C9D1D9"}}},{content:"Component",props:{style:{color:"#79C0FF"}}},{content:"):",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:'"My Component"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" description ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:'"A short summary."',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" icon ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:'"sparkles"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" name ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:'"MyComponent"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" inputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" []",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" outputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" []",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"some_output_method",props:{style:{color:"#D2A8FF"}}},{content:"(self):",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return ",props:{style:{color:"#FF7B72"}}},{content:"...",props:{style:{color:"#79C0FF"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"internal-lifecycle-and-execution-flow",children:"Internal Lifecycle and Execution Flow"}),"\n",(0,s.jsx)(e.p,{children:"Langflow's engine manages:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Instantiation"}),": A component is created and internal structures are initialized."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Assigning Inputs"}),": Values from the UI or connections are assigned to component fields."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Validation and Setup"}),": Optional hooks like ",(0,s.jsx)(e.code,{children:"_pre_run_setup"}),"."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Outputs Generation"}),": ",(0,s.jsx)(e.code,{children:"run()"})," or ",(0,s.jsx)(e.code,{children:"build_results()"})," triggers output methods."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Optional Hooks"}),":"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"initialize_data"})," or ",(0,s.jsx)(e.code,{children:"_pre_run_setup"})," can run setup logic before the component's main execution."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"__call__"}),", ",(0,s.jsx)(e.code,{children:"run()"}),", or ",(0,s.jsx)(e.code,{children:"_run()"})," can be overridden to customize how the component is called or to define custom execution logic."]}),"\n"]}),"\n",(0,s.jsx)(e.h3,{id:"inputs-and-outputs",children:"Inputs and outputs"}),"\n",(0,s.jsx)(e.p,{children:"Custom component inputs are defined with properties like:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"name"}),", ",(0,s.jsx)(e.code,{children:"display_name"})]}),"\n",(0,s.jsxs)(e.li,{children:["Optional: ",(0,s.jsx)(e.code,{children:"info"}),", ",(0,s.jsx)(e.code,{children:"value"}),", ",(0,s.jsx)(e.code,{children:"advanced"}),", ",(0,s.jsx)(e.code,{children:"is_list"}),", ",(0,s.jsx)(e.code,{children:"tool_mode"}),", ",(0,s.jsx)(e.code,{children:"real_time_refresh"})]}),"\n"]}),"\n",(0,s.jsx)(e.p,{children:"For example:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"StrInput"}),": simple text input."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"DropdownInput"}),": selectable options."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"HandleInput"}),": specialized connections."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["Custom component ",(0,s.jsx)(e.code,{children:"Output"})," properties define:"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"name"}),", ",(0,s.jsx)(e.code,{children:"display_name"}),", ",(0,s.jsx)(e.code,{children:"method"})]}),"\n",(0,s.jsxs)(e.li,{children:["Optional: ",(0,s.jsx)(e.code,{children:"info"})]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["For more information, see ",(0,s.jsx)(e.a,{href:"/components-custom-components#custom-component-inputs-and-outputs",children:"Custom component inputs and outputs"}),"."]}),"\n",(0,s.jsx)(e.h3,{id:"associated-methods",children:"Associated Methods"}),"\n",(0,s.jsx)(e.p,{children:"Each output is linked to a method:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsx)(e.li,{children:"The output method name must match the method 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method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"read_file"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:")",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"#...",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:"def ",props:{style:{color:"#FF7B72"}}},{content:"read_file",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> Data:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" path ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".filename",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" with ",props:{style:{color:"#FF7B72"}}},{content:"open",props:{style:{color:"#79C0FF"}}},{content:"(path, ",props:{style:{color:"#C9D1D9"}}},{content:'"r"',props:{style:{color:"#A5D6FF"}}},{content:") ",props:{style:{color:"#C9D1D9"}}},{content:"as",props:{style:{color:"#FF7B72"}}},{content:" 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Data(",props:{style:{color:"#C9D1D9"}}},{content:"data",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"{",props:{style:{color:"#C9D1D9"}}},{content:'"content"',props:{style:{color:"#A5D6FF"}}},{content:": content})",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"components-with-multiple-outputs",children:"Components with multiple outputs"}),"\n",(0,s.jsx)(e.p,{children:"A component can define multiple outputs.\nEach output can have a different corresponding method.\nFor example:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"outputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" Output(",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Processed Data"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"processed_data"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"process_data"',props:{style:{color:"#A5D6FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" Output(",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Debug Info"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"debug_info"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"provide_debug_info"',props:{style:{color:"#A5D6FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"]",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"common-internal-patterns",children:"Common internal patterns"}),"\n",(0,s.jsx)(e.h4,{id:"_pre_run_setup",children:(0,s.jsx)(e.code,{children:"_pre_run_setup()"})}),"\n",(0,s.jsx)(e.p,{children:"To initialize a custom component with counters set:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def 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\u2514\u2500\u2500 category_name/ # Required category subfolder that determines menu name",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Component file",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsxs)(e.p,{children:["Components must be placed inside ",(0,s.jsx)(e.strong,{children:"category folders"}),", not directly in the base directory.\nThe category folder name determines where the component appears in the UI menu."]}),"\n",(0,s.jsxs)(e.p,{children:["For example, to add a component to the ",(0,s.jsx)(e.strong,{children:"Helpers"})," menu, place it in a ",(0,s.jsx)(e.code,{children:"helpers"})," subfolder:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/ # LANGFLOW_COMPONENTS_PATH",props:{}}]},{tokens:[{content:' \u2514\u2500\u2500 helpers/ # Displayed within the "Helpers" menu',props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Your component",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsxs)(e.p,{children:["You can have ",(0,s.jsx)(e.strong,{children:"multiple category folders"})," to organize components into different menus:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/",props:{}}]},{tokens:[{content:" \u251c\u2500\u2500 helpers/",props:{}}]},{tokens:[{content:" \u2502 \u2514\u2500\u2500 helper_component.py",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 tools/",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 tool_component.py",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsx)(e.p,{children:"This folder structure is required for Langflow to properly discover and load your custom components. Components placed directly in the base directory will not be loaded."}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/ # LANGFLOW_COMPONENTS_PATH",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Won't be loaded - missing category folder!",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsx)(e.h2,{id:"custom-component-inputs-and-outputs",children:"Custom component inputs and outputs"}),"\n",(0,s.jsx)(e.p,{children:"Inputs and outputs define how data flows through the component, how it appears in the UI, and how connections to other components are validated."}),"\n",(0,s.jsx)(e.h3,{id:"inputs",children:"Inputs"}),"\n",(0,s.jsxs)(e.p,{children:["Inputs are defined in a class-level ",(0,s.jsx)(e.code,{children:"inputs"})," list. When Langflow loads the component, it uses this list to render fields and handles in the UI. Users or other components provide values or connections to fill these inputs."]}),"\n",(0,s.jsxs)(e.p,{children:["An input is usually an instance of a class from ",(0,s.jsx)(e.code,{children:"langflow.io"})," (such as ",(0,s.jsx)(e.code,{children:"StrInput"}),", ",(0,s.jsx)(e.code,{children:"DataInput"}),", or ",(0,s.jsx)(e.code,{children:"MessageTextInput"}),"). The most common constructor parameters are:"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"name"})}),": The internal variable name, accessed via ",(0,s.jsx)(e.code,{children:"self."}),"."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"display_name"})}),": The label shown to users in the UI."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"info"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": A tooltip or short description."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"value"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": The default value."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"advanced"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": If ",(0,s.jsx)(e.code,{children:"True"}),', moves the field into the "Advanced" section.']}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"required"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": If ",(0,s.jsx)(e.code,{children:"True"}),", forces the user to provide a value."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"is_list"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": If ",(0,s.jsx)(e.code,{children:"True"}),", allows multiple values."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"input_types"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": Restricts allowed connection types (e.g., ",(0,s.jsx)(e.code,{children:'["Data"]'}),", ",(0,s.jsx)(e.code,{children:'["LanguageModel"]'}),")."]}),"\n"]}),"\n",(0,s.jsx)(e.p,{children:"Here are the most commonly used input classes and their typical usage."}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Text Inputs"}),": For simple text entries."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"StrInput"})})," creates a single-line text field."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"MultilineInput"})})," creates a multi-line text area."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Numeric and Boolean Inputs"}),": Ensures users can only enter valid numeric or boolean data."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"BoolInput"})}),", ",(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"IntInput"})}),", and ",(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"FloatInput"})})," provide fields for boolean, integer, and float values, ensuring type consistency."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Dropdowns"}),": For selecting from predefined options, useful for modes or levels."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsx)(e.li,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"DropdownInput"})})}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Secrets"}),": A specialized input for sensitive data, ensuring input is hidden in the UI."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"SecretStrInput"})})," for API keys and passwords."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Specialized Data Inputs"}),": Ensures type-checking and color-coded connections in the UI."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"DataInput"})})," expects a ",(0,s.jsx)(e.code,{children:"Data"})," object (typically with ",(0,s.jsx)(e.code,{children:".data"})," and optional ",(0,s.jsx)(e.code,{children:".text"}),")."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"MessageInput"})})," expects a ",(0,s.jsx)(e.code,{children:"Message"})," object, used in chat or agent-based flows."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"MessageTextInput"})})," simplifies access to the ",(0,s.jsx)(e.code,{children:".text"})," field of a ",(0,s.jsx)(e.code,{children:"Message"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Handle-Based Inputs"}),": Used to connect outputs of specific types, ensuring correct pipeline connections."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsx)(e.li,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"HandleInput"})})}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"File Uploads"}),": Allows users to upload files directly through the UI or receive file paths from other components."]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsx)(e.li,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"FileInput"})})}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Lists"}),": Set ",(0,s.jsx)(e.code,{children:"is_list=True"})," to accept multiple values, ideal for batch or grouped operations."]}),"\n",(0,s.jsxs)(e.p,{children:["This example defines three inputs: a text field (",(0,s.jsx)(e.code,{children:"StrInput"}),"), a boolean toggle (",(0,s.jsx)(e.code,{children:"BoolInput"}),"), and a dropdown selection (",(0,s.jsx)(e.code,{children:"DropdownInput"}),")."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.io ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" StrInput, BoolInput, DropdownInput",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"inputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" StrInput(",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"title"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Title"',props:{style:{color:"#A5D6FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" BoolInput(",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"enabled"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Enabled"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" DropdownInput(",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"mode"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Mode"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"options",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"[",props:{style:{color:"#C9D1D9"}}},{content:'"Fast"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:'"Safe"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:'"Experimental"',props:{style:{color:"#A5D6FF"}}},{content:"], ",props:{style:{color:"#C9D1D9"}}},{content:"value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Safe"',props:{style:{color:"#A5D6FF"}}},{content:")",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"]",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"outputs",children:"Outputs"}),"\n",(0,s.jsxs)(e.p,{children:["Outputs are defined in a class-level ",(0,s.jsx)(e.code,{children:"outputs"})," list. When Langflow renders a component, each output becomes a connector point in the UI. When you connect something to an output, Langflow automatically calls the corresponding method and passes the returned object to the next component."]}),"\n",(0,s.jsxs)(e.p,{children:["An output is usually an instance of ",(0,s.jsx)(e.code,{children:"Output"})," from ",(0,s.jsx)(e.code,{children:"langflow.io"}),", with common parameters:"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"name"})}),": The internal variable name."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"display_name"})}),": The label shown in the UI."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"method"})}),": The name of the method called to produce the output."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"info"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": Help text shown on hover."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["The method must exist in the class, and it is recommended to annotate its return type for better type checking.\nYou can also set a ",(0,s.jsx)(e.code,{children:"self.status"})," message inside the method to show progress or logs."]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Common Return Types"}),":"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"Message"})}),": Structured chat messages."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"Data"})}),": Flexible object with ",(0,s.jsx)(e.code,{children:".data"})," and optional ",(0,s.jsx)(e.code,{children:".text"}),"."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"DataFrame"})}),": Pandas-based tables (",(0,s.jsx)(e.code,{children:"langflow.schema.DataFrame"}),")."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Primitive types"}),": ",(0,s.jsx)(e.code,{children:"str"}),", ",(0,s.jsx)(e.code,{children:"int"}),", ",(0,s.jsx)(e.code,{children:"bool"})," (not recommended if you need type/color consistency)."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["In this example, the ",(0,s.jsx)(e.code,{children:"DataToDataFrame"})," component defines its output using the outputs list. The ",(0,s.jsx)(e.code,{children:"df_out"})," output is linked to the ",(0,s.jsx)(e.code,{children:"build_df"})," method, so when connected in the UI, Langflow calls this method and passes its returned DataFrame to the next node. This demonstrates how each output maps to a method that generates the actual output data."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.custom ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" Component",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.io ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" DataInput, Output",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.schema ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" Data, DataFrame",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"class 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[",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" MessageTextInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"message"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Mensage"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Enter the message that will be processed directly by the tool"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" tool_mode",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.jsx)(e.h2,{id:"typed-annotations",children:"Typed annotations"}),"\n",(0,s.jsxs)(e.p,{children:["In Langflow, ",(0,s.jsx)(e.strong,{children:"typed annotations"})," allow Langflow to visually guide users and maintain flow consistency."]}),"\n",(0,s.jsx)(e.p,{children:"Typed annotations provide:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Color-coding"}),": Outputs like ",(0,s.jsx)(e.code,{children:"-> Data"})," or ",(0,s.jsx)(e.code,{children:"-> Message"})," get distinct colors."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Validation"}),": Langflow blocks incompatible connections automatically."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Readability"}),": Developers can quickly understand data flow."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Development tools"}),": Better code suggestions and error checking in your code editor."]}),"\n"]}),"\n",(0,s.jsx)(e.h3,{id:"common-return-types",children:"Common Return Types"}),"\n",(0,s.jsx)(e.p,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"Message"})})}),"\n",(0,s.jsx)(e.p,{children:"For chat-style outputs."}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def ",props:{style:{color:"#FF7B72"}}},{content:"produce_message",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> Message:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return",props:{style:{color:"#FF7B72"}}},{content:" Message(",props:{style:{color:"#C9D1D9"}}},{content:"text",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Hello! from typed method!"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"sender",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"System"',props:{style:{color:"#A5D6FF"}}},{content:")",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.p,{children:"In the UI, connects only to Message-compatible inputs."}),"\n",(0,s.jsx)(e.p,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"Data"})})}),"\n",(0,s.jsx)(e.p,{children:"For structured data like dicts or partial texts."}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def 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Data(",props:{style:{color:"#C9D1D9"}}},{content:"data",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"processed)",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.p,{children:"In the UI, connects only with DataInput."}),"\n",(0,s.jsx)(e.p,{children:(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"DataFrame"})})}),"\n",(0,s.jsx)(e.p,{children:"For tabular data"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def ",props:{style:{color:"#FF7B72"}}},{content:"build_df",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> DataFrame:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" pdf ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" pd.DataFrame({",props:{style:{color:"#C9D1D9"}}},{content:'"A"',props:{style:{color:"#A5D6FF"}}},{content:": [",props:{style:{color:"#C9D1D9"}}},{content:"1",props:{style:{color:"#79C0FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"2",props:{style:{color:"#79C0FF"}}},{content:"], ",props:{style:{color:"#C9D1D9"}}},{content:'"B"',props:{style:{color:"#A5D6FF"}}},{content:": [",props:{style:{color:"#C9D1D9"}}},{content:"3",props:{style:{color:"#79C0FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"4",props:{style:{color:"#79C0FF"}}},{content:"]})",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return",props:{style:{color:"#FF7B72"}}},{content:" DataFrame(pdf)",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.p,{children:"In the UI, connects only to DataFrameInput."}),"\n",(0,s.jsx)(e.p,{children:(0,s.jsxs)(e.strong,{children:["Primitive Types (",(0,s.jsx)(e.code,{children:"str"}),", ",(0,s.jsx)(e.code,{children:"int"}),", ",(0,s.jsx)(e.code,{children:"bool"}),")"]})}),"\n",(0,s.jsx)(e.p,{children:"Returning primitives is allowed but wrapping in Data or Message is recommended for better UI consistency."}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def ",props:{style:{color:"#FF7B72"}}},{content:"compute_sum",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> ",props:{style:{color:"#C9D1D9"}}},{content:"int",props:{style:{color:"#79C0FF"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return ",props:{style:{color:"#FF7B72"}}},{content:"sum",props:{style:{color:"#79C0FF"}}},{content:"(",props:{style:{color:"#C9D1D9"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".numbers)",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"tips-for-typed-annotations",children:"Tips for typed annotations"}),"\n",(0,s.jsx)(e.p,{children:"When 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flexibility."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Annotate Helpers Too"}),": Even if internal, typing improves maintainability and clarity."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Handle Edge Cases"}),": Prefer returning structured ",(0,s.jsx)(e.code,{children:"Data"})," with error fields when needed."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Stay Consistent"}),": Use the same types across your components to make flows predictable and easier to build."]}),"\n"]}),"\n",(0,s.jsx)(e.h2,{id:"enable-dynamic-fields",children:"Enable dynamic fields"}),"\n",(0,s.jsxs)(e.p,{children:["In ",(0,s.jsx)(e.strong,{children:"Langflow"}),", dynamic fields allow inputs to change or appear based on user interactions. You can make an input dynamic by setting ",(0,s.jsx)(e.code,{children:"dynamic=True"}),".\nOptionally, setting ",(0,s.jsx)(e.code,{children:"real_time_refresh=True"})," triggers the ",(0,s.jsx)(e.code,{children:"update_build_config"})," method to adjust the input's visibility or properties in real time, creating a contextual UI that only displays relevant fields based on the user's choices."]}),"\n",(0,s.jsxs)(e.p,{children:["In this example, the operator field triggers updates via ",(0,s.jsx)(e.code,{children:"real_time_refresh=True"}),".\nThe ",(0,s.jsx)(e.code,{children:"regex_pattern"})," field is initially hidden and controlled via ",(0,s.jsx)(e.code,{children:"dynamic=True"}),"."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"from",props:{style:{color:"#FF7B72"}}},{content:" langflow.io ",props:{style:{color:"#C9D1D9"}}},{content:"import",props:{style:{color:"#FF7B72"}}},{content:" 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value",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"equals"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" real_time_refresh",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:" StrInput(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"regex_pattern"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Regex Pattern"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"\"Used if operator='regex'\"",props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" dynamic",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" show",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"False",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)(e.h3,{id:"implement-update_build_config",children:["Implement ",(0,s.jsx)(e.code,{children:"update_build_config"})]}),"\n",(0,s.jsxs)(e.p,{children:["When a field with 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[]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" def ",props:{style:{color:"#FF7B72"}}},{content:"some_output_method",props:{style:{color:"#D2A8FF"}}},{content:"(self):",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" return ",props:{style:{color:"#FF7B72"}}},{content:"...",props:{style:{color:"#79C0FF"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"internal-lifecycle-and-execution-flow",children:"Internal Lifecycle and Execution Flow"}),"\n",(0,s.jsx)(e.p,{children:"Langflow's engine manages:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Instantiation"}),": A component is created and internal structures are initialized."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Assigning Inputs"}),": Values from the UI or connections are assigned to component fields."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Validation and Setup"}),": Optional hooks like ",(0,s.jsx)(e.code,{children:"_pre_run_setup"}),"."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:"Outputs Generation"}),": ",(0,s.jsx)(e.code,{children:"run()"})," or ",(0,s.jsx)(e.code,{children:"build_results()"})," triggers output methods."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:[(0,s.jsx)(e.strong,{children:"Optional Hooks"}),":"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"initialize_data"})," or ",(0,s.jsx)(e.code,{children:"_pre_run_setup"})," can run setup logic before the component's main execution."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"__call__"}),", ",(0,s.jsx)(e.code,{children:"run()"}),", or ",(0,s.jsx)(e.code,{children:"_run()"})," can be overridden to customize how the component is called or to define custom execution logic."]}),"\n"]}),"\n",(0,s.jsx)(e.h3,{id:"inputs-and-outputs",children:"Inputs and outputs"}),"\n",(0,s.jsx)(e.p,{children:"Custom component inputs are defined with properties like:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"name"}),", ",(0,s.jsx)(e.code,{children:"display_name"})]}),"\n",(0,s.jsxs)(e.li,{children:["Optional: ",(0,s.jsx)(e.code,{children:"info"}),", ",(0,s.jsx)(e.code,{children:"value"}),", ",(0,s.jsx)(e.code,{children:"advanced"}),", ",(0,s.jsx)(e.code,{children:"is_list"}),", ",(0,s.jsx)(e.code,{children:"tool_mode"}),", ",(0,s.jsx)(e.code,{children:"real_time_refresh"})]}),"\n"]}),"\n",(0,s.jsx)(e.p,{children:"For example:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"StrInput"}),": simple text input."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"DropdownInput"}),": selectable options."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"HandleInput"}),": specialized connections."]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["Custom component ",(0,s.jsx)(e.code,{children:"Output"})," properties define:"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.code,{children:"name"}),", ",(0,s.jsx)(e.code,{children:"display_name"}),", ",(0,s.jsx)(e.code,{children:"method"})]}),"\n",(0,s.jsxs)(e.li,{children:["Optional: ",(0,s.jsx)(e.code,{children:"info"})]}),"\n"]}),"\n",(0,s.jsxs)(e.p,{children:["For more information, see ",(0,s.jsx)(e.a,{href:"/components-custom-components#custom-component-inputs-and-outputs",children:"Custom component inputs and outputs"}),"."]}),"\n",(0,s.jsx)(e.h3,{id:"associated-methods",children:"Associated Methods"}),"\n",(0,s.jsx)(e.p,{children:"Each output is linked to a method:"}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsx)(e.li,{children:"The output method name must match the method name."}),"\n",(0,s.jsx)(e.li,{children:"The method typically returns objects like Message, Data, or DataFrame."}),"\n",(0,s.jsxs)(e.li,{children:["The method can use inputs with ",(0,s.jsx)(e.code,{children:"self."}),"."]}),"\n"]}),"\n",(0,s.jsx)(e.p,{children:"For example:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"Output(",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"File Contents"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"file_contents"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"read_file"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:")",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"#...",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:"def ",props:{style:{color:"#FF7B72"}}},{content:"read_file",props:{style:{color:"#D2A8FF"}}},{content:"(self) -> Data:",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" path ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"self",props:{style:{color:"#79C0FF"}}},{content:".filename",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" with ",props:{style:{color:"#FF7B72"}}},{content:"open",props:{style:{color:"#79C0FF"}}},{content:"(path, ",props:{style:{color:"#C9D1D9"}}},{content:'"r"',props:{style:{color:"#A5D6FF"}}},{content:") ",props:{style:{color:"#C9D1D9"}}},{content:"as",props:{style:{color:"#FF7B72"}}},{content:" 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Data(",props:{style:{color:"#C9D1D9"}}},{content:"data",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"{",props:{style:{color:"#C9D1D9"}}},{content:'"content"',props:{style:{color:"#A5D6FF"}}},{content:": content})",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"components-with-multiple-outputs",children:"Components with multiple outputs"}),"\n",(0,s.jsx)(e.p,{children:"A component can define multiple outputs.\nEach output can have a different corresponding method.\nFor example:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"outputs ",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:" [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" Output(",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Processed Data"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"processed_data"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"process_data"',props:{style:{color:"#A5D6FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" Output(",props:{style:{color:"#C9D1D9"}}},{content:"display_name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"Debug Info"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"debug_info"',props:{style:{color:"#A5D6FF"}}},{content:", ",props:{style:{color:"#C9D1D9"}}},{content:"method",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"provide_debug_info"',props:{style:{color:"#A5D6FF"}}},{content:"),",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"]",props:{style:{color:"#C9D1D9"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h3,{id:"common-internal-patterns",children:"Common internal patterns"}),"\n",(0,s.jsx)(e.h4,{id:"_pre_run_setup",children:(0,s.jsx)(e.code,{children:"_pre_run_setup()"})}),"\n",(0,s.jsx)(e.p,{children:"To initialize a custom component with counters set:"}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"def 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",props:{style:{color:"#FF7B72"}}},{content:"1",props:{style:{color:"#79C0FF"}}}]}],lang:"python"},annotations:[]}]}),"\n",(0,s.jsx)(e.h2,{id:"directory-structure-requirements",children:"Directory structure requirements"}),"\n",(0,s.jsxs)(e.p,{children:["By default, Langflow looks for custom components in the ",(0,s.jsx)(e.code,{children:"langflow/components"})," directory."]}),"\n",(0,s.jsxs)(e.p,{children:["If you're creating custom components in a different location using the ",(0,s.jsx)(e.a,{href:"/environment-variables#LANGFLOW_COMPONENTS_PATH",children:"LANGFLOW_COMPONENTS_PATH"})," environment variable, components must be organized in a specific directory structure to be properly loaded and displayed in the UI:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/your/custom/components/path/ # Base directory set by LANGFLOW_COMPONENTS_PATH",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 category_name/ # Required category subfolder that determines menu name",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Component file",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsxs)(e.p,{children:["Components must be placed inside ",(0,s.jsx)(e.strong,{children:"category folders"}),", not directly in the base directory.\nThe category folder name determines where the component appears in the UI menu."]}),"\n",(0,s.jsxs)(e.p,{children:["For example, to add a component to the ",(0,s.jsx)(e.strong,{children:"Helpers"})," menu, place it in a ",(0,s.jsx)(e.code,{children:"helpers"})," subfolder:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/ # LANGFLOW_COMPONENTS_PATH",props:{}}]},{tokens:[{content:' \u2514\u2500\u2500 helpers/ # Displayed within the "Helpers" menu',props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Your component",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsxs)(e.p,{children:["You can have ",(0,s.jsx)(e.strong,{children:"multiple category folders"})," to organize components into different menus:"]}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/",props:{}}]},{tokens:[{content:" \u251c\u2500\u2500 helpers/",props:{}}]},{tokens:[{content:" \u2502 \u2514\u2500\u2500 helper_component.py",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 tools/",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 tool_component.py",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsx)(e.p,{children:"This folder structure is required for Langflow to properly discover and load your custom components. Components placed directly in the base directory will not be loaded."}),"\n",(0,s.jsx)(d.Code,{codeConfig:a,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"/app/custom_components/ # LANGFLOW_COMPONENTS_PATH",props:{}}]},{tokens:[{content:" \u2514\u2500\u2500 custom_component.py # Won't be loaded - missing category folder!",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsx)(e.h2,{id:"custom-component-inputs-and-outputs",children:"Custom component inputs and outputs"}),"\n",(0,s.jsx)(e.p,{children:"Inputs and outputs define how data flows through the component, how it appears in the UI, and how connections to other components are validated."}),"\n",(0,s.jsx)(e.h3,{id:"inputs",children:"Inputs"}),"\n",(0,s.jsxs)(e.p,{children:["Inputs are defined in a class-level ",(0,s.jsx)(e.code,{children:"inputs"})," list. When Langflow loads the component, it uses this list to render fields and handles in the UI. 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The most common constructor parameters are:"]}),"\n",(0,s.jsxs)(e.ul,{children:["\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"name"})}),": The internal variable name, accessed via ",(0,s.jsx)(e.code,{children:"self."}),"."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"display_name"})}),": The label shown to users in the UI."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"info"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": A tooltip or short description."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"value"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": The default value."]}),"\n",(0,s.jsxs)(e.li,{children:[(0,s.jsx)(e.strong,{children:(0,s.jsx)(e.code,{children:"advanced"})})," ",(0,s.jsx)(e.em,{children:"(optional)"}),": If ",(0,s.jsx)(e.code,{children:"True"}),', moves the field into the "Advanced" 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info",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"\"Used if operator='regex'\"",props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" dynamic",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" show",props:{style:{color:"#FFA657"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"False",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)(e.h3,{id:"implement-update_build_config",children:["Implement ",(0,s.jsx)(e.code,{children:"update_build_config"})]}),"\n",(0,s.jsxs)(e.p,{children:["When a field with 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build_config[",props:{style:{color:"#C9D1D9"}}},{content:'"regex_pattern"',props:{style:{color:"#A5D6FF"}}},{content:"][",props:{style:{color:"#C9D1D9"}}},{content:'"show"',props:{style:{color:"#A5D6FF"}}},{content:"] ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"True",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" else",props:{style:{color:"#FF7B72"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" build_config[",props:{style:{color:"#C9D1D9"}}},{content:'"regex_pattern"',props:{style:{color:"#A5D6FF"}}},{content:"][",props:{style:{color:"#C9D1D9"}}},{content:'"show"',props:{style:{color:"#A5D6FF"}}},{content:"] ",props:{style:{color:"#C9D1D9"}}},{content:"= ",props:{style:{color:"#FF7B72"}}},{content:"False",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" return",props:{style:{color:"#FF7B72"}}},{content:" 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b/components-bundle-components.html @@ -21,7 +21,7 @@ - + diff --git a/components-custom-components.html b/components-custom-components.html index db351134aa..38f21a8f09 100644 --- a/components-custom-components.html +++ b/components-custom-components.html @@ -21,7 +21,7 @@ - + @@ -60,6 +60,7 @@
  • name: A unique internal identifier.
  • documentation: An optional link to external docs.
    • +
    Icon usage

    Langflow uses Lucide for icons. To assign an icon to your component, set the icon attribute to the name of a Lucide icon as a string, such as icon = "file-text". Langflow renders icons from the Lucide library automatically.

    Structure of a custom component​

    A Langflow custom component goes beyond a simple class with inputs and outputs. It includes an internal structure with optional lifecycle steps, output generation, front-end interaction, and logic organization.

    A basic component:

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\ No newline at end of file diff --git a/starter-projects-basic-prompting.html b/starter-projects-basic-prompting.html index b1aabce1f8..ded5f4fb39 100644 --- a/starter-projects-basic-prompting.html +++ b/starter-projects-basic-prompting.html @@ -21,7 +21,7 @@ - + diff --git a/starter-projects-simple-agent.html b/starter-projects-simple-agent.html index a80397d1d0..453311ff1e 100644 --- a/starter-projects-simple-agent.html +++ b/starter-projects-simple-agent.html @@ -21,7 +21,7 @@ - + diff --git a/starter-projects-vector-store-rag.html b/starter-projects-vector-store-rag.html index bf73e4c7fc..e1b8288c04 100644 --- a/starter-projects-vector-store-rag.html +++ b/starter-projects-vector-store-rag.html @@ -21,7 +21,7 @@ - + diff --git a/travel-planning-agent.html b/travel-planning-agent.html index 5201abed28..e7f93b55a9 100644 --- a/travel-planning-agent.html +++ b/travel-planning-agent.html @@ -21,7 +21,7 @@ - + diff --git a/typescript-client.html b/typescript-client.html index 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