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Implementation:FlowiseAI Flowise ToolAgentFlow

From Leeroopedia
Knowledge Sources
Domains Data Definitions, Custom Assistants, Flow Templates
Last Updated 2026-02-12 07:00 GMT

Overview

toolAgentFlow is a static JavaScript object that defines the default ReactFlow graph template (nodes and edges) used when creating a custom assistant's underlying chatflow, consisting of a Buffer Memory node, a ChatOpenAI node, and a Tool Agent node.

Description

This module exports a single constant object representing a pre-configured flow graph with three nodes and two edges. The bufferMemory_0 node provides chat history storage, the chatOpenAI_0 node wraps the OpenAI chat model with configurable parameters (model, temperature, streaming, etc.), and the toolAgent_0 node is the orchestrating agent that connects to memory and model. The edges wire the buffer memory output to the tool agent's memory input and the ChatOpenAI output to the tool agent's model input. This template serves as the initial flow skeleton that the CustomAssistantConfigurePreview component programmatically modifies when saving assistant configurations.

Usage

Use this object as the base flow template when creating or updating the chatflow associated with a custom assistant. The CustomAssistantConfigurePreview component clones this template and replaces the ChatOpenAI node with the user's selected chat model and injects selected tools as additional nodes/edges.

Code Reference

Source Location

Signature

export const toolAgentFlow = {
    nodes: [ ... ],
    edges: [ ... ]
}

Import

import { toolAgentFlow } from '@/views/assistants/custom/toolAgentFlow'

I/O Contract

Inputs

Name Type Required Description
(none) -- -- This is a static data export with no runtime inputs

Outputs

Name Type Description
toolAgentFlow object Flow graph object with nodes (array of 3 node definitions) and edges (array of 2 edge connections)

Node Definitions

bufferMemory_0

Property Value
Type BufferMemory
Category Memory
Description Retrieve chat messages stored in database
Key Params sessionId (optional), memoryKey (default: "chat_history")

chatOpenAI_0

Property Value
Type ChatOpenAI
Category Chat Models
Description Wrapper around OpenAI large language models using the Chat endpoint
Key Params credential (openAIApi), modelName (default: "gpt-4o-mini"), temperature (0.9), streaming (true), maxTokens, topP, frequencyPenalty, presencePenalty, timeout, basepath, allowImageUploads

toolAgent_0

Property Value
Type ToolAgent
Category Agents
Description Agent optimized for tool usage with configurable system message and max iterations
Key Inputs model (from ChatOpenAI), memory (from BufferMemory), tools (dynamically injected)

Edge Definitions

Source Target Connection
bufferMemory_0 toolAgent_0 BufferMemory output to Tool Agent memory input
chatOpenAI_0 toolAgent_0 ChatOpenAI output to Tool Agent model input

Usage Examples

Basic Usage

import { toolAgentFlow } from '@/views/assistants/custom/toolAgentFlow'
import { cloneDeep } from 'lodash'

// Clone the template to avoid mutation
const flowData = cloneDeep(toolAgentFlow)

// Replace the chat model node with user's selected model
flowData.nodes[1] = selectedChatModelNode

// Add tool nodes and edges
selectedTools.forEach(tool => {
    flowData.nodes.push(tool.nodeData)
    flowData.edges.push(createEdge(tool, 'toolAgent_0'))
})

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