diff --git a/404.html b/404.html index f6dca596a6..37728afa92 100644 --- a/404.html +++ b/404.html @@ -10,7 +10,7 @@ - + diff --git a/Components/components-memories.html b/Components/components-memories.html index 261c8f2106..463bb0c0b9 100644 --- a/Components/components-memories.html +++ b/Components/components-memories.html @@ -10,7 +10,7 @@ - + diff --git a/Components/components-tools.html b/Components/components-tools.html index 08148526ce..24384ecf7e 100644 --- a/Components/components-tools.html +++ b/Components/components-tools.html @@ -10,7 +10,7 @@ - + diff --git a/agents-overview.html b/agents-overview.html index d03e42ac13..67900601af 100644 --- a/agents-overview.html +++ b/agents-overview.html @@ -10,7 +10,7 @@ - + diff --git a/agents-tool-calling-agent-component.html b/agents-tool-calling-agent-component.html index 4b392f8720..7c7848346e 100644 --- a/agents-tool-calling-agent-component.html +++ b/agents-tool-calling-agent-component.html @@ -10,7 +10,7 @@ - + diff --git a/assets/js/2efb9d3a.c4d2d014.js b/assets/js/2efb9d3a.c4d2d014.js new file mode 100644 index 0000000000..fe14ce6f7a --- /dev/null +++ b/assets/js/2efb9d3a.c4d2d014.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[2691],{4441:(e,t,o)=>{o.r(t),o.d(t,{CH:()=>d,assets:()=>a,chCodeConfig:()=>p,contentTitle:()=>i,default:()=>y,frontMatter:()=>c,metadata:()=>l,toc:()=>h});var n=o(4848),s=o(8453),r=o(4754);const c={title:"Data & Message",sidebar_position:2,slug:"/guides-data-message"},i=void 0,l={id:"Guides/guides-data-message",title:"Data & Message",description:"In Langflow, the\xa0Data\xa0and\xa0Message\xa0objects serve as structured, functional representations of data that enhance the capabilities and reliability of the platform.",source:"@site/docs/Guides/guides-data-message.md",sourceDirName:"Guides",slug:"/guides-data-message",permalink:"/guides-data-message",draft:!1,unlisted:!1,tags:[],version:"current",sidebarPosition:2,frontMatter:{title:"Data & Message",sidebar_position:2,slug:"/guides-data-message"},sidebar:"defaultSidebar",previous:{title:"Chat Memory",permalink:"/guides-chat-memory"},next:{title:"Workspace concepts",permalink:"/workspace-overview"}},a={},d={annotations:r.hk,Code:r.Cy},p={staticMediaQuery:"not screen, (max-width: 768px)",lineNumbers:!0,showCopyButton:!0,themeName:"github-dark"},h=[{value:"The Data Object",id:"e0d56e463d2f483bb1b5df09d88bf309",level:2},{value:"Creating a Data Object",id:"3540b7e651f74b558febebbe43380660",level:3},{value:"Message object attributes",id:"f4f17cad02a545068f407d515cbc2902",level:2}];function u(e){const t={code:"code",h2:"h2",h3:"h3",hr:"hr",li:"li",p:"p",strong:"strong",ul:"ul",...(0,s.R)(),...e.components};return d||g("CH",!1),d.Code||g("CH.Code",!0),(0,n.jsxs)(n.Fragment,{children:[(0,n.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",(0,n.jsxs)(t.p,{children:["In Langflow, the\xa0",(0,n.jsx)(t.code,{children:"Data"}),"\xa0and\xa0",(0,n.jsx)(t.code,{children:"Message"}),"\xa0objects serve as structured, functional representations of data that enhance the capabilities and reliability of the platform."]}),"\n",(0,n.jsx)(t.h2,{id:"e0d56e463d2f483bb1b5df09d88bf309",children:"The Data Object"}),"\n",(0,n.jsx)(t.hr,{}),"\n",(0,n.jsxs)(t.p,{children:["The\xa0",(0,n.jsx)(t.code,{children:"Data"}),"\xa0object is a Pydantic model that serves as a container for storing and manipulating data. 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b/deployment-kubernetes.html index 235cf20bee..72d8c31343 100644 --- a/deployment-kubernetes.html +++ b/deployment-kubernetes.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-railway.html b/deployment-railway.html index eb53cfc0f4..dca90abe16 100644 --- a/deployment-railway.html +++ b/deployment-railway.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-render.html b/deployment-render.html index 4a4d33fd4f..82436e52ff 100644 --- a/deployment-render.html +++ b/deployment-render.html @@ -10,7 +10,7 @@ - + diff --git a/environment-variables.html b/environment-variables.html index 63e813559b..c45e50c74c 100644 --- a/environment-variables.html +++ b/environment-variables.html @@ -10,7 +10,7 @@ - + diff --git a/getting-started-installation.html b/getting-started-installation.html index d4cb76cc90..c37b32c182 100644 --- a/getting-started-installation.html +++ b/getting-started-installation.html @@ -10,7 +10,7 @@ - + diff --git a/getting-started-quickstart.html b/getting-started-quickstart.html index 5d7c121e54..b4d59ff75d 100644 --- a/getting-started-quickstart.html +++ b/getting-started-quickstart.html @@ -10,7 +10,7 @@ - + diff --git a/guides-chat-memory.html b/guides-chat-memory.html index 9928c0a825..e22e6249b5 100644 --- a/guides-chat-memory.html +++ b/guides-chat-memory.html @@ -10,7 +10,7 @@ - + diff --git a/guides-data-message.html b/guides-data-message.html index e6b90e16ca..e0a0ea4189 100644 --- a/guides-data-message.html +++ b/guides-data-message.html @@ -10,7 +10,7 @@ - + @@ -37,25 +37,41 @@

_10
# Creating a Data object with a specific text_key and default_value
_10
data = Data(data={"title": "Hello, World!"}, text_key="content", default_value="No content available")
_10
_10
# Accessing the primary text using text_key and default_value
_10
print(data.get_text()) # Outputs: "No content available" because "content" key is not in the data dictionary
_10
_10
# Accessing data keys by calling the attribute directly
_10
print(data.title) # Outputs: "Hello, World!" because "title" key is in the data dictionary

The Data object is also convenient for visualization of outputs, since the output preview has visual elements to inspect data as a table and its cells as pop ups for basic types. The idea is to create a unified way to work and visualize complex information in Langflow.

To receive Data objects in a component input, you can use the DataInput input type.

-

The Message Object​

+

Message object attributes​

The Message object extends the functionality of Data and includes additional attributes and methods for chat interactions.

    -
  • Main Attributes: +
  • +

    Core message data:

      -
    • text_key: Key to retrieve the primary text data.
      • -
    • text: The main text content of the message.
      • -
    • sender: Identifier for the sender (e.g., "User" or "AI").
      • -
    • sender_name: Name of the sender.
      • -
    • files: List of files associated with the message.
      • -
    • session_id: Identifier for the chat session.
      • -
    • timestamp: Timestamp when the message was created.
      • -
    • flow_id: Identifier for the flow.
      • +
    • text: The main text content of the message
      • +
    • sender: Identifier for the sender (e.g., "User" or "AI")
      • +
    • sender_name: Name of the sender
      • +
    • session_id: Identifier for the chat session
      • +
    • timestamp: Timestamp when the message was created (UTC)
      • +
    • flow_id: Identifier for the flow
      • +
    • id: Unique identifier for the message
      • +
    +
    • +
  • +

    Content and files:

    +
      +
    • files: List of files or images associated with the message
      • +
    • content_blocks: List of structured content blocks
      • +
    • properties: Additional properties including visual styling and source information
      • +
    +
    • +
  • +

    Message state:

    +
      +
    • error: Boolean indicating if there was an error
      • +
    • edit: Boolean indicating if the message was edited
      • +
    • category: Message category ("message", "error", "warning", "info")
-

The Message object can be used to send, store and manipulate chat messages within Langflow. You can create a Message object by directly assigning key-value pairs to it. For example:

+

The Message object can be used to send, store, and manipulate chat messages within Langflow. You can create a Message object by directly assigning key-value pairs to it. For example:


_10
from langflow.schema.message import Message
_10
_10
message = Message(text="Hello, AI!", sender="User", sender_name="John Doe")

-

To receive Message objects in a component input, you can use the MessageInput input type or MessageTextInput when the goal is to extract just the text field of the Message object.

Hi, how can I help you?

+

To receive Message objects in a component input, you can use the MessageInput input type or MessageTextInput when the goal is to extract just the text field of the Message object.

Hi, how can I help you?

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