n8n/packages/@n8n/nodes-langchain/nodes/output_parser/OutputParserStructured/OutputParserStructured.node.ts
2024-10-28 11:37:23 +01:00

157 lines
4.2 KiB
TypeScript

import type { JSONSchema7 } from 'json-schema';
import {
jsonParse,
type INodeType,
type INodeTypeDescription,
type ISupplyDataFunctions,
type SupplyData,
NodeOperationError,
NodeConnectionType,
} from 'n8n-workflow';
import type { z } from 'zod';
import {
inputSchemaField,
jsonSchemaExampleField,
schemaTypeField,
} from '../../../utils/descriptions';
import { N8nStructuredOutputParser } from '../../../utils/output_parsers/N8nOutputParser';
import { convertJsonSchemaToZod, generateSchema } from '../../../utils/schemaParsing';
import { getConnectionHintNoticeField } from '../../../utils/sharedFields';
export class OutputParserStructured implements INodeType {
description: INodeTypeDescription = {
displayName: 'Structured Output Parser',
name: 'outputParserStructured',
icon: 'fa:code',
group: ['transform'],
version: [1, 1.1, 1.2],
defaultVersion: 1.2,
description: 'Return data in a defined JSON format',
defaults: {
name: 'Structured Output Parser',
},
codex: {
alias: ['json', 'zod'],
categories: ['AI'],
subcategories: {
AI: ['Output Parsers'],
},
resources: {
primaryDocumentation: [
{
url: 'https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.outputparserstructured/',
},
],
},
},
// eslint-disable-next-line n8n-nodes-base/node-class-description-inputs-wrong-regular-node
inputs: [],
// eslint-disable-next-line n8n-nodes-base/node-class-description-outputs-wrong
outputs: [NodeConnectionType.AiOutputParser],
outputNames: ['Output Parser'],
properties: [
getConnectionHintNoticeField([NodeConnectionType.AiChain, NodeConnectionType.AiAgent]),
{ ...schemaTypeField, displayOptions: { show: { '@version': [{ _cnd: { gte: 1.2 } }] } } },
{
...jsonSchemaExampleField,
default: `{
"state": "California",
"cities": ["Los Angeles", "San Francisco", "San Diego"]
}`,
},
{
...inputSchemaField,
default: `{
"type": "object",
"properties": {
"state": {
"type": "string"
},
"cities": {
"type": "array",
"items": {
"type": "string"
}
}
}
}`,
},
{
displayName: 'JSON Schema',
name: 'jsonSchema',
type: 'json',
description: 'JSON Schema to structure and validate the output against',
default: `{
"type": "object",
"properties": {
"state": {
"type": "string"
},
"cities": {
"type": "array",
"items": {
"type": "string"
}
}
}
}`,
typeOptions: {
rows: 10,
},
required: true,
displayOptions: {
show: {
'@version': [{ _cnd: { lte: 1.1 } }],
},
},
},
{
displayName:
'The schema has to be defined in the <a target="_blank" href="https://json-schema.org/">JSON Schema</a> format. Look at <a target="_blank" href="https://json-schema.org/learn/miscellaneous-examples.html">this</a> page for examples.',
name: 'notice',
type: 'notice',
default: '',
displayOptions: {
hide: {
schemaType: ['fromJson'],
},
},
},
],
};
async supplyData(this: ISupplyDataFunctions, itemIndex: number): Promise<SupplyData> {
const schemaType = this.getNodeParameter('schemaType', itemIndex, '') as 'fromJson' | 'manual';
// We initialize these even though one of them will always be empty
// it makes it easer to navigate the ternary operator
const jsonExample = this.getNodeParameter('jsonSchemaExample', itemIndex, '') as string;
let inputSchema: string;
if (this.getNode().typeVersion <= 1.1) {
inputSchema = this.getNodeParameter('jsonSchema', itemIndex, '') as string;
} else {
inputSchema = this.getNodeParameter('inputSchema', itemIndex, '') as string;
}
const jsonSchema =
schemaType === 'fromJson' ? generateSchema(jsonExample) : jsonParse<JSONSchema7>(inputSchema);
const zodSchema = convertJsonSchemaToZod<z.ZodSchema<object>>(jsonSchema);
const nodeVersion = this.getNode().typeVersion;
try {
const parser = await N8nStructuredOutputParser.fromZodJsonSchema(
zodSchema,
nodeVersion,
this,
);
return {
response: parser,
};
} catch (error) {
throw new NodeOperationError(this.getNode(), 'Error during parsing of JSON Schema.');
}
}
}