Passing state to tool so that we can use them in custom tools (#3103)

packages/components/nodes/sequentialagents/ToolNode/ToolNode.ts

@@ -1,5 +1,14 @@
 import { flatten } from 'lodash'
-import { ICommonObject, IDatabaseEntity, INode, INodeData, INodeParams, ISeqAgentNode, IUsedTool } from '../../../src/Interface'
+import {
+    ICommonObject,
+    IDatabaseEntity,
+    INode,
+    INodeData,
+    INodeParams,
+    ISeqAgentNode,
+    IUsedTool,
+    IStateWithMessages
+} from '../../../src/Interface'
 import { AIMessage, AIMessageChunk, BaseMessage, ToolMessage } from '@langchain/core/messages'
 import { StructuredTool } from '@langchain/core/tools'
 import { RunnableConfig } from '@langchain/core/runnables'
@@ -9,6 +18,7 @@ import { DataSource } from 'typeorm'
 import { MessagesState, RunnableCallable, customGet, getVM } from '../commonUtils'
 import { getVars, prepareSandboxVars } from '../../../src/utils'
 import { ChatPromptTemplate } from '@langchain/core/prompts'
+import { DynamicStructuredTool } from '../../tools/CustomTool/core'
 
 const defaultApprovalPrompt = `You are about to execute tool: {tools}. Ask if user want to proceed`
 
@@ -350,7 +360,7 @@ class ToolNode_SeqAgents implements INode {
     }
 }
 
-class ToolNode<T extends BaseMessage[] | MessagesState> extends RunnableCallable<T, T> {
+class ToolNode<T extends IStateWithMessages | BaseMessage[] | MessagesState> extends RunnableCallable<T, BaseMessage[] | MessagesState> {
     tools: StructuredTool[]
     nodeData: INodeData
     inputQuery: string
@@ -372,19 +382,45 @@ class ToolNode<T extends BaseMessage[] | MessagesState> extends RunnableCallable
         this.options = options
     }
 
-    private async run(input: BaseMessage[] | MessagesState, config: RunnableConfig): Promise<BaseMessage[] | MessagesState> {
-        const message = Array.isArray(input) ? input[input.length - 1] : input.messages[input.messages.length - 1]
+    private async run(input: T, config: RunnableConfig): Promise<BaseMessage[] | MessagesState> {
+        let messages: BaseMessage[]
+
+        // Check if input is an array of BaseMessage[]
+        if (Array.isArray(input)) {
+            messages = input
+        }
+        // Check if input is IStateWithMessages
+        else if ((input as IStateWithMessages).messages) {
+            messages = (input as IStateWithMessages).messages
+        }
+        // Handle MessagesState type
+        else {
+            messages = (input as MessagesState).messages
+        }
+
+        // Get the last message
+        const message = messages[messages.length - 1]
 
         if (message._getType() !== 'ai') {
             throw new Error('ToolNode only accepts AIMessages as input.')
         }
 
+        // Extract all properties except messages for IStateWithMessages
+        const { messages: _, ...inputWithoutMessages } = Array.isArray(input) ? { messages: input } : input
+        const ChannelsWithoutMessages = {
+            state: inputWithoutMessages
+        }
+
         const outputs = await Promise.all(
             (message as AIMessage).tool_calls?.map(async (call) => {
                 const tool = this.tools.find((tool) => tool.name === call.name)
                 if (tool === undefined) {
                     throw new Error(`Tool ${call.name} not found.`)
                 }
+                if (tool && tool instanceof DynamicStructuredTool) {
+                    // @ts-ignore
+                    tool.setFlowObject(ChannelsWithoutMessages)
+                }
                 let output = await tool.invoke(call.args, config)
                 let sourceDocuments: Document[] = []
                 if (output?.includes(SOURCE_DOCUMENTS_PREFIX)) {
@@ -436,7 +472,7 @@ const getReturnOutput = async (
     input: string,
     options: ICommonObject,
     outputs: ToolMessage[],
-    state: BaseMessage[] | MessagesState
+    state: ICommonObject
 ) => {
     const appDataSource = options.appDataSource as DataSource
     const databaseEntities = options.databaseEntities as IDatabaseEntity

packages/components/src/Interface.ts

@@ -396,3 +396,7 @@ export interface IVisionChatModal {
     revertToOriginalModel(): void
     setMultiModalOption(multiModalOption: IMultiModalOption): void
 }
+export interface IStateWithMessages extends ICommonObject {
+    messages: BaseMessage[]
+    [key: string]: any
+}