add chatgpt plugin
This commit is contained in:
Henry
parent
2a04c8baea
commit
aad473d946
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@ -1,6 +1,5 @@
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import { INode, INodeData, INodeParams } from '../../../src/Interface'
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import { INode, INodeData, INodeParams } from '../../../src/Interface'
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import { initializeAgentExecutor, AgentExecutor } from 'langchain/agents'
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import { initializeAgentExecutor, AgentExecutor, Tool } from 'langchain/agents'
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import { AIPluginTool } from 'langchain/tools'
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import { BaseChatModel } from 'langchain/chat_models/base'
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import { BaseChatModel } from 'langchain/chat_models/base'
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import { getBaseClasses } from '../../../src/utils'
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import { getBaseClasses } from '../../../src/utils'
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@ -39,20 +38,9 @@ class MRKLAgentChat_Agents implements INode {
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async init(nodeData: INodeData): Promise<any> {
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async init(nodeData: INodeData): Promise<any> {
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const model = nodeData.inputs?.model as BaseChatModel
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const model = nodeData.inputs?.model as BaseChatModel
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const tools = nodeData.inputs?.tools
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const tools = nodeData.inputs?.tools as Tool[]
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const allowedTools = []
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const executor = await initializeAgentExecutor(tools, model, 'chat-zero-shot-react-description', true)
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for (let i = 0; i < tools.length; i += 1) {
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if (tools[i].pluginUrl) {
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const pluginURL: string = tools[i].pluginUrl
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const aiplugin = await AIPluginTool.fromPluginUrl(pluginURL)
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allowedTools.push(aiplugin)
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} else {
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allowedTools.push(tools[i])
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}
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}
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const executor = await initializeAgentExecutor(allowedTools, model, 'chat-zero-shot-react-description', true)
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return executor
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return executor
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}
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}
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@ -32,11 +32,8 @@ class AIPlugin implements INode {
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async init(nodeData: INodeData): Promise<any> {
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async init(nodeData: INodeData): Promise<any> {
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const pluginUrl = nodeData.inputs?.pluginUrl as string
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const pluginUrl = nodeData.inputs?.pluginUrl as string
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// Doesn't work currently
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const aiplugin = await AIPluginTool.fromPluginUrl(pluginUrl)
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// const aiplugin = await AIPluginTool.fromPluginUrl(pluginUrl)
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const aiplugin = {
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pluginUrl: pluginUrl
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}
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return aiplugin
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return aiplugin
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}
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}
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}
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}
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@ -0,0 +1,307 @@
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{
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"description": "Use ChatGPT Plugins within LangChain abstractions with GET and POST Tools",
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"nodes": [
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{
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"width": 300,
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"height": 278,
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"id": "aiPlugin_0",
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"position": {
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"x": 992.9213747553727,
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"y": 115.80946637479596
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},
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"type": "customNode",
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"data": {
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"id": "aiPlugin_0",
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"label": "AI Plugin",
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"name": "aiPlugin",
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"type": "AIPlugin",
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"baseClasses": ["AIPlugin", "Tool"],
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"category": "Tools",
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"description": "Execute actions using ChatGPT Plugin Url",
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"inputParams": [
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{
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"label": "Plugin Url",
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"name": "pluginUrl",
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"type": "string",
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"placeholder": "https://www.klarna.com/.well-known/ai-plugin.json"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"pluginUrl": "https://www.klarna.com/.well-known/ai-plugin.json"
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},
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"outputAnchors": [
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{
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"id": "aiPlugin_0-output-aiPlugin-AIPlugin|Tool",
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"name": "aiPlugin",
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"label": "AIPlugin",
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"type": "AIPlugin | Tool"
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}
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],
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 992.9213747553727,
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"y": 115.80946637479596
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 143,
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"id": "requestsPost_0",
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"position": {
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"x": 638.2831241951309,
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"y": 294.0784991300699
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},
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"type": "customNode",
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"data": {
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"id": "requestsPost_0",
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"label": "Requests Post",
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"name": "requestsPost",
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"type": "RequestsPost",
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"baseClasses": ["RequestsPost", "Tool"],
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"category": "Tools",
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"description": "Execute HTTP POST requests",
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"inputParams": [],
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"inputAnchors": [],
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"inputs": {},
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"outputAnchors": [
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{
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"id": "requestsPost_0-output-requestsPost-RequestsPost|Tool",
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"name": "requestsPost",
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"label": "RequestsPost",
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"type": "RequestsPost | Tool"
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}
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],
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"selected": false
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},
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"positionAbsolute": {
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"x": 638.2831241951309,
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"y": 294.0784991300699
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},
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"selected": false,
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"dragging": false
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},
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{
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"width": 300,
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"height": 143,
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"id": "requestsGet_0",
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"position": {
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"x": 703.0477667387721,
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"y": 476.8955204497346
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},
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"type": "customNode",
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"data": {
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"id": "requestsGet_0",
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"label": "Requests Get",
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"name": "requestsGet",
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"type": "RequestsGet",
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"baseClasses": ["RequestsGet", "Tool"],
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"category": "Tools",
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"description": "Execute HTTP GET requests",
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"inputParams": [],
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"inputAnchors": [],
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"inputs": {},
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"outputAnchors": [
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{
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"id": "requestsGet_0-output-requestsGet-RequestsGet|Tool",
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"name": "requestsGet",
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"label": "RequestsGet",
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"type": "RequestsGet | Tool"
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}
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],
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 703.0477667387721,
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"y": 476.8955204497346
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 280,
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"id": "mrklAgentChat_0",
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"position": {
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"x": 1363.057715565282,
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"y": 479.27393467974
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},
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"type": "customNode",
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"data": {
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"id": "mrklAgentChat_0",
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"label": "MRKL Agent for Chat Models",
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"name": "mrklAgentChat",
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"type": "AgentExecutor",
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"baseClasses": ["AgentExecutor", "BaseChain"],
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"category": "Agents",
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"description": "Agent that uses the ReAct Framework to decide what action to take, optimized to be used with Chat Models",
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"inputParams": [],
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"inputAnchors": [
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{
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"label": "Allowed Tools",
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"name": "tools",
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"type": "Tool",
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"list": true,
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"id": "mrklAgentChat_0-input-tools-Tool"
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},
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{
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"label": "Chat Model",
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"name": "model",
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"type": "BaseChatModel",
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"id": "mrklAgentChat_0-input-model-BaseChatModel"
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}
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],
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"inputs": {
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"tools": ["{{requestsGet_0.data.instance}}", "{{requestsPost_0.data.instance}}", "{{aiPlugin_0.data.instance}}"],
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"model": "{{chatOpenAI_0.data.instance}}"
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},
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"outputAnchors": [
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{
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"id": "mrklAgentChat_0-output-mrklAgentChat-AgentExecutor|BaseChain",
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"name": "mrklAgentChat",
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"label": "AgentExecutor",
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"type": "AgentExecutor | BaseChain"
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}
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],
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 1363.057715565282,
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"y": 479.27393467974
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 472,
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"id": "chatOpenAI_0",
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"position": {
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"x": 724.4534948088211,
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"y": 668.3578659651726
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_0",
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"label": "ChatOpenAI",
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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"category": "Chat Models",
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"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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"inputParams": [
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{
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"label": "OpenAI Api Key",
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"name": "openAIApiKey",
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"type": "password"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "options",
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"options": [
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{
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"label": "gpt-4",
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"name": "gpt-4"
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},
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{
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"label": "gpt-4-0314",
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"name": "gpt-4-0314"
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},
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{
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"label": "gpt-4-32k-0314",
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"name": "gpt-4-32k-0314"
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},
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{
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"label": "gpt-3.5-turbo",
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"name": "gpt-3.5-turbo"
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},
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{
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"label": "gpt-3.5-turbo-0301",
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"name": "gpt-3.5-turbo-0301"
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}
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],
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"default": "gpt-3.5-turbo",
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"optional": true
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.9,
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"optional": true
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}
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],
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"inputAnchors": [],
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"inputs": {
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"modelName": "gpt-3.5-turbo",
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"temperature": "0"
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},
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"outputAnchors": [
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{
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"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"name": "chatOpenAI",
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"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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}
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],
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 724.4534948088211,
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"y": 668.3578659651726
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},
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"dragging": false
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}
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],
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"edges": [
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{
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"source": "aiPlugin_0",
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"sourceHandle": "aiPlugin_0-output-aiPlugin-AIPlugin|Tool",
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"target": "mrklAgentChat_0",
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"targetHandle": "mrklAgentChat_0-input-tools-Tool",
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"type": "buttonedge",
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"id": "aiPlugin_0-aiPlugin_0-output-aiPlugin-AIPlugin|Tool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
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"data": {
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"label": ""
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}
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},
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{
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"source": "requestsGet_0",
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"sourceHandle": "requestsGet_0-output-requestsGet-RequestsGet|Tool",
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"target": "mrklAgentChat_0",
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"targetHandle": "mrklAgentChat_0-input-tools-Tool",
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"type": "buttonedge",
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"id": "requestsGet_0-requestsGet_0-output-requestsGet-RequestsGet|Tool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
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"data": {
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"label": ""
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}
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},
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{
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"source": "requestsPost_0",
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"sourceHandle": "requestsPost_0-output-requestsPost-RequestsPost|Tool",
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"target": "mrklAgentChat_0",
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"targetHandle": "mrklAgentChat_0-input-tools-Tool",
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"type": "buttonedge",
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"id": "requestsPost_0-requestsPost_0-output-requestsPost-RequestsPost|Tool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
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"data": {
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"label": ""
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}
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},
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{
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"source": "chatOpenAI_0",
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"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"target": "mrklAgentChat_0",
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"targetHandle": "mrklAgentChat_0-input-model-BaseChatModel",
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"type": "buttonedge",
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"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-mrklAgentChat_0-mrklAgentChat_0-input-model-BaseChatModel",
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"data": {
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"label": ""
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}
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}
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]
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}
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