Building Node

🔶

Partially Supported

Limited to PebbleAI-approved nodes

Install Git

First, install Git and clone Flowise repository. You can follow the steps from the Get Started guide.

Structure

Flowise separate every node integration under the folder packages/components/nodes. Let’s try to create a simple Tool!

Create Calculator Tool

Create a new folder named Calculator under the packages/components/nodes/tools folder. Then create a new file named Calculator.ts. Inside the file, we will first write the base class.

import { INode } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
 
class Calculator_Tools implements INode {
    label: string
    name: string
    version: number
    description: string
    type: string
    icon: string
    category: string
    author: string
    baseClasses: string[]
 
    constructor() {
        this.label = 'Calculator'
        this.name = 'calculator'
        this.version = 1.0
        this.type = 'Calculator'
        this.icon = 'calculator.svg'
        this.category = 'Tools'
        this.author = 'Your Name'
        this.description = 'Perform calculations on response'
        this.baseClasses = [this.type, ...getBaseClasses(Calculator)]
    }
}
 
module.exports = { nodeClass: Calculator_Tools }

Every node will implements the INode base class. Breakdown of what each property means:

Property	Description
label	The name of the node that appears on the UI
name	The name that is used by code. Must be camelCase
version	Version of the node
type	Usually the same as label. To define which node can be connected to this specific type on UI
icon	Icon of the node
category	Category of the node
author	Creator of the node
description	Node description
baseClasses	The base classes from the node, since a node can extends from a base component. Used to define which node can be connected to this node on UI

Define Class

Now the component class is partially finished, we can go ahead to define the actual Tool class, in this case - Calculator.

Create a new file under the same Calculator folder, and named as core.ts

import { Parser } from "expr-eval"
import { Tool } from "@langchain/core/tools"
 
export class Calculator extends Tool {
    name = "calculator"
    description = `Useful for getting the result of a math expression. The input to this tool should be a valid mathematical expression that could be executed by a simple calculator.`
 
    async _call(input: string) {
        try {
            return Parser.evaluate(input).toString()
        } catch (error) {
            return "I don't know how to do that."
        }
    }
}

Finishing

Head back to the Calculator.ts file, we can finish this up by having the async init function. In this function, we will initialize the Calculator class we created above. When the flow is being executed, the init function in each node will be called, and the _call function will be executed when LLM decides to call this tool.

import { INode } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { Calculator } from './core'
 
class Calculator_Tools implements INode {
    label: string
    name: string
    version: number
    description: string
    type: string
    icon: string
    category: string
    author: string
    baseClasses: string[]
 
    constructor() {
        this.label = 'Calculator'
        this.name = 'calculator'
        this.version = 1.0
        this.type = 'Calculator'
        this.icon = 'calculator.svg'
        this.category = 'Tools'
        this.author = 'Your Name'
        this.description = 'Perform calculations on response'
        this.baseClasses = [this.type, ...getBaseClasses(Calculator)]
    }
    
 
    async init() {
        return new Calculator()
    }
}
 
module.exports = { nodeClass: Calculator_Tools }

Build and Run

In the .env file inside packages/server, create a new env variable:

SHOW_COMMUNITY_NODES=true

Now we can use pnpm build and pnpm start to bring the component alive!

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