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feat: Add AI tool building capabilities (#7336)
Github issue / Community forum post (link here to close automatically): https://community.n8n.io/t/langchain-memory-chat/23733 --------- Signed-off-by: Oleg Ivaniv <me@olegivaniv.com> Co-authored-by: Oleg Ivaniv <me@olegivaniv.com> Co-authored-by: Val <68596159+valya@users.noreply.github.com> Co-authored-by: Alex Grozav <alex@grozav.com> Co-authored-by: कारतोफ्फेलस्क्रिप्ट™ <aditya@netroy.in> Co-authored-by: Deborah <deborah@starfallprojects.co.uk> Co-authored-by: Jesper Bylund <mail@jesperbylund.com> Co-authored-by: Jon <jonathan.bennetts@gmail.com> Co-authored-by: Michael Kret <88898367+michael-radency@users.noreply.github.com> Co-authored-by: Giulio Andreini <andreini@netseven.it> Co-authored-by: Mason Geloso <Mason.geloso@gmail.com> Co-authored-by: Mason Geloso <hone@Masons-Mac-mini.local> Co-authored-by: Mutasem Aldmour <mutasem@n8n.io>
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/* eslint-disable n8n-nodes-base/node-dirname-against-convention */
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import {
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NodeConnectionType,
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type IExecuteFunctions,
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type INodeType,
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type INodeTypeDescription,
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type SupplyData,
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} from 'n8n-workflow';
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import { OutputFixingParser } from 'langchain/output_parsers';
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import type { BaseOutputParser } from 'langchain/schema/output_parser';
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import type { BaseLanguageModel } from 'langchain/base_language';
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import { logWrapper } from '../../../utils/logWrapper';
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import { getConnectionHintNoticeField } from '../../../utils/sharedFields';
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export class OutputParserAutofixing implements INodeType {
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description: INodeTypeDescription = {
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displayName: 'Auto-fixing Output Parser',
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name: 'outputParserAutofixing',
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icon: 'fa:tools',
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group: ['transform'],
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version: 1,
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description: 'Automatically fix the output if it is not in the correct format',
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defaults: {
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name: 'Auto-fixing Output Parser',
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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: ['Output Parsers'],
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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.outputparserautofixing/',
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},
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],
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},
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},
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// eslint-disable-next-line n8n-nodes-base/node-class-description-inputs-wrong-regular-node
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inputs: [
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{
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displayName: 'Model',
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maxConnections: 1,
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type: NodeConnectionType.AiLanguageModel,
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required: true,
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},
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{
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displayName: 'Output Parser',
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maxConnections: 1,
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required: true,
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type: NodeConnectionType.AiOutputParser,
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},
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],
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// eslint-disable-next-line n8n-nodes-base/node-class-description-outputs-wrong
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outputs: [NodeConnectionType.AiOutputParser],
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outputNames: ['Output Parser'],
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properties: [
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{
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displayName:
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'This node wraps another output parser. If the first one fails it calls an LLM to fix the format',
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name: 'info',
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type: 'notice',
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default: '',
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},
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getConnectionHintNoticeField([NodeConnectionType.AiChain, NodeConnectionType.AiAgent]),
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],
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};
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async supplyData(this: IExecuteFunctions, itemIndex: number): Promise<SupplyData> {
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const model = (await this.getInputConnectionData(
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NodeConnectionType.AiLanguageModel,
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itemIndex,
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)) as BaseLanguageModel;
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const outputParser = (await this.getInputConnectionData(
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NodeConnectionType.AiOutputParser,
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itemIndex,
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)) as BaseOutputParser;
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const parser = OutputFixingParser.fromLLM(model, outputParser);
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return {
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response: logWrapper(parser, this),
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};
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}
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}
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