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+112
@@ -0,0 +1,112 @@
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import type { BaseChatMemory } from '@langchain/community/memory/chat_memory';
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import type { BaseMessage } from '@langchain/core/messages';
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import {
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NodeConnectionTypes,
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type IDataObject,
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type IExecuteFunctions,
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type INodeExecutionData,
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type INodeType,
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type INodeTypeDescription,
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} from 'n8n-workflow';
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function simplifyMessages(messages: BaseMessage[]) {
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const chunkedMessages = [];
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for (let i = 0; i < messages.length; i += 2) {
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chunkedMessages.push([messages[i], messages[i + 1]]);
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}
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const transformedMessages = chunkedMessages.map((exchange) => {
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const simplified = {
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[exchange[0]._getType()]: exchange[0].content,
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};
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if (exchange[1]) {
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simplified[exchange[1]._getType()] = exchange[1].content;
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}
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return {
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json: simplified,
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};
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});
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return transformedMessages;
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}
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// This node is deprecated. Use MemoryManager instead.
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export class MemoryChatRetriever implements INodeType {
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description: INodeTypeDescription = {
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displayName: 'Chat Messages Retriever',
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name: 'memoryChatRetriever',
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icon: 'fa:database',
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iconColor: 'black',
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group: ['transform'],
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hidden: true,
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version: 1,
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description: 'Retrieve chat messages from memory and use them in the workflow',
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defaults: {
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name: 'Chat Messages Retriever',
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},
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codex: {
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categories: ['AI'],
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subcategories: {
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AI: ['Miscellaneous'],
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},
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resources: {
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primaryDocumentation: [
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{
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url: 'https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.memorymanager/',
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},
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],
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},
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},
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inputs: [
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NodeConnectionTypes.Main,
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{
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displayName: 'Memory',
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maxConnections: 1,
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type: NodeConnectionTypes.AiMemory,
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required: true,
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},
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],
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outputs: [NodeConnectionTypes.Main],
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properties: [
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{
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displayName: "This node is deprecated. Use 'Chat Memory Manager' node instead.",
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type: 'notice',
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default: '',
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name: 'deprecatedNotice',
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},
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{
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displayName: 'Simplify Output',
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name: 'simplifyOutput',
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type: 'boolean',
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description: 'Whether to simplify the output to only include the sender and the text',
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default: true,
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},
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],
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};
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async execute(this: IExecuteFunctions): Promise<INodeExecutionData[][]> {
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this.logger.debug('Executing Chat Memory Retriever');
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const memory = (await this.getInputConnectionData(NodeConnectionTypes.AiMemory, 0)) as
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| BaseChatMemory
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| undefined;
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const simplifyOutput = this.getNodeParameter('simplifyOutput', 0) as boolean;
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const messages = await memory?.chatHistory.getMessages();
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if (simplifyOutput && messages) {
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return [simplifyMessages(messages)];
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}
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const serializedMessages =
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messages?.map((message) => {
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const serializedMessage = message.toJSON();
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return { json: serializedMessage as unknown as IDataObject };
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}) ?? [];
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return [serializedMessages];
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}
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}
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