n8n/packages/@n8n/nodes-langchain/nodes/tools/ToolCode/ToolCode.node.ts
oleg 0f7ae3f50a
refactor: Update Langchain to 0.1.41 & add support for Claude 3 (#8825)
Signed-off-by: Oleg Ivaniv <me@olegivaniv.com>
Co-authored-by: Michael Kret <michael.k@radency.com>
2024-03-07 11:36:36 +01:00

217 lines
6.5 KiB
TypeScript

/* eslint-disable n8n-nodes-base/node-dirname-against-convention */
import type {
IExecuteFunctions,
INodeType,
INodeTypeDescription,
SupplyData,
ExecutionError,
} from 'n8n-workflow';
import { NodeConnectionType, NodeOperationError } from 'n8n-workflow';
import type { Sandbox } from 'n8n-nodes-base/dist/nodes/Code/Sandbox';
import { getSandboxContext } from 'n8n-nodes-base/dist/nodes/Code/Sandbox';
import { JavaScriptSandbox } from 'n8n-nodes-base/dist/nodes/Code/JavaScriptSandbox';
import { PythonSandbox } from 'n8n-nodes-base/dist/nodes/Code/PythonSandbox';
import { DynamicTool } from '@langchain/core/tools';
import { getConnectionHintNoticeField } from '../../../utils/sharedFields';
export class ToolCode implements INodeType {
description: INodeTypeDescription = {
displayName: 'Custom Code Tool',
name: 'toolCode',
icon: 'fa:code',
group: ['transform'],
version: 1,
description: 'Write a tool in JS or Python',
defaults: {
name: 'Custom Code Tool',
},
codex: {
categories: ['AI'],
subcategories: {
AI: ['Tools'],
},
resources: {
primaryDocumentation: [
{
url: 'https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolcode/',
},
],
},
},
// 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.AiTool],
outputNames: ['Tool'],
properties: [
getConnectionHintNoticeField([NodeConnectionType.AiAgent]),
{
displayName:
'See an example of a conversational agent with custom tool written in JavaScript <a href="/templates/1963" target="_blank">here</a>.',
name: 'noticeTemplateExample',
type: 'notice',
default: '',
},
{
displayName: 'Name',
name: 'name',
type: 'string',
default: '',
placeholder: 'My_Tool',
},
{
displayName: 'Description',
name: 'description',
type: 'string',
default: '',
placeholder:
'Call this tool to get a random color. The input should be a string with comma separted names of colors to exclude.',
typeOptions: {
rows: 3,
},
},
{
displayName: 'Language',
name: 'language',
type: 'options',
noDataExpression: true,
options: [
{
name: 'JavaScript',
value: 'javaScript',
},
{
name: 'Python (Beta)',
value: 'python',
},
],
default: 'javaScript',
},
{
displayName: 'JavaScript',
name: 'jsCode',
type: 'string',
displayOptions: {
show: {
language: ['javaScript'],
},
},
typeOptions: {
editor: 'jsEditor',
},
default:
'// Example: convert the incoming query to uppercase and return it\nreturn query.toUpperCase()',
// TODO: Add proper text here later
hint: 'You can access the input the tool receives via the input property "query". The returned value should be a single string.',
// eslint-disable-next-line n8n-nodes-base/node-param-description-missing-final-period
description: 'E.g. Converts any text to uppercase',
noDataExpression: true,
},
{
displayName: 'Python',
name: 'pythonCode',
type: 'string',
displayOptions: {
show: {
language: ['python'],
},
},
typeOptions: {
editor: 'codeNodeEditor', // TODO: create a separate `pythonEditor` component
editorLanguage: 'python',
},
default:
'# Example: convert the incoming query to uppercase and return it\nreturn query.upper()',
// TODO: Add proper text here later
hint: 'You can access the input the tool receives via the input property "query". The returned value should be a single string.',
// eslint-disable-next-line n8n-nodes-base/node-param-description-missing-final-period
description: 'E.g. Converts any text to uppercase',
noDataExpression: true,
},
],
};
async supplyData(this: IExecuteFunctions, itemIndex: number): Promise<SupplyData> {
const node = this.getNode();
const workflowMode = this.getMode();
const name = this.getNodeParameter('name', itemIndex) as string;
const description = this.getNodeParameter('description', itemIndex) as string;
const language = this.getNodeParameter('language', itemIndex) as string;
let code = '';
if (language === 'javaScript') {
code = this.getNodeParameter('jsCode', itemIndex) as string;
} else {
code = this.getNodeParameter('pythonCode', itemIndex) as string;
}
const getSandbox = (query: string, index = 0) => {
const context = getSandboxContext.call(this, index);
context.query = query;
let sandbox: Sandbox;
if (language === 'javaScript') {
sandbox = new JavaScriptSandbox(context, code, index, this.helpers);
} else {
sandbox = new PythonSandbox(context, code, index, this.helpers);
}
sandbox.on(
'output',
workflowMode === 'manual'
? this.sendMessageToUI.bind(this)
: (...args: unknown[]) =>
console.log(`[Workflow "${this.getWorkflow().id}"][Node "${node.name}"]`, ...args),
);
return sandbox;
};
const runFunction = async (query: string): Promise<string> => {
const sandbox = getSandbox(query, itemIndex);
return await (sandbox.runCode() as Promise<string>);
};
return {
response: new DynamicTool({
name,
description,
func: async (query: string): Promise<string> => {
const { index } = this.addInputData(NodeConnectionType.AiTool, [[{ json: { query } }]]);
let response: string = '';
let executionError: ExecutionError | undefined;
try {
response = await runFunction(query);
} catch (error: unknown) {
executionError = error as ExecutionError;
response = `There was an error: "${executionError.message}"`;
}
if (typeof response === 'number') {
response = (response as number).toString();
}
if (typeof response !== 'string') {
// TODO: Do some more testing. Issues here should actually fail the workflow
executionError = new NodeOperationError(this.getNode(), 'Wrong output type returned', {
description: `The response property should be a string, but it is an ${typeof response}`,
});
response = `There was an error: "${executionError.message}"`;
}
if (executionError) {
void this.addOutputData(NodeConnectionType.AiTool, index, executionError);
} else {
void this.addOutputData(NodeConnectionType.AiTool, index, [[{ json: { response } }]]);
}
return response;
},
}),
};
}
}