add custom tool

This commit is contained in:
Henry
2023-06-21 18:31:53 +01:00
parent 8c880199cd
commit 70da39629c
28 changed files with 1346 additions and 43 deletions
@@ -1,9 +1,10 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
import { initializeAgentExecutorWithOptions, AgentExecutor } from 'langchain/agents'
import { Tool } from 'langchain/tools'
import { CustomChainHandler, getBaseClasses } from '../../../src/utils'
import { BaseLanguageModel } from 'langchain/base_language'
import { flatten } from 'lodash'
import { BaseChatMemory, ChatMessageHistory } from 'langchain/memory'
import { AIChatMessage, HumanChatMessage } from 'langchain/schema'
class OpenAIFunctionAgent_Agents implements INode {
label: string
@@ -30,6 +31,11 @@ class OpenAIFunctionAgent_Agents implements INode {
type: 'Tool',
list: true
},
{
label: 'Memory',
name: 'memory',
type: 'BaseChatMemory'
},
{
label: 'OpenAI Chat Model',
name: 'model',
@@ -42,18 +48,38 @@ class OpenAIFunctionAgent_Agents implements INode {
async init(nodeData: INodeData): Promise<any> {
const model = nodeData.inputs?.model as BaseLanguageModel
let tools = nodeData.inputs?.tools as Tool[]
const memory = nodeData.inputs?.memory as BaseChatMemory
let tools = nodeData.inputs?.tools
tools = flatten(tools)
const executor = await initializeAgentExecutorWithOptions(tools, model, {
agentType: 'openai-functions',
verbose: process.env.DEBUG === 'true' ? true : false
})
if (memory) executor.memory = memory
return executor
}
async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
const executor = nodeData.instance as AgentExecutor
const memory = nodeData.inputs?.memory as BaseChatMemory
if (options && options.chatHistory) {
const chatHistory = []
const histories: IMessage[] = options.chatHistory
for (const message of histories) {
if (message.type === 'apiMessage') {
chatHistory.push(new AIChatMessage(message.message))
} else if (message.type === 'userMessage') {
chatHistory.push(new HumanChatMessage(message.message))
}
}
memory.chatHistory = new ChatMessageHistory(chatHistory)
executor.memory = memory
}
if (options.socketIO && options.socketIOClientId) {
const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId)