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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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@@ -0,0 +1,47 @@
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import { zodToJsonSchema } from 'zod-to-json-schema';
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import type { OpenAI as OpenAIClient } from 'openai';
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import type { StructuredTool } from 'langchain/tools';
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// Copied from langchain(`langchain/src/tools/convert_to_openai.ts`)
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// since these functions are not exported
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/**
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* Formats a `StructuredTool` instance into a format that is compatible
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* with OpenAI's ChatCompletionFunctions. It uses the `zodToJsonSchema`
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* function to convert the schema of the `StructuredTool` into a JSON
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* schema, which is then used as the parameters for the OpenAI function.
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*/
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export function formatToOpenAIFunction(
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tool: StructuredTool,
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): OpenAIClient.Chat.ChatCompletionCreateParams.Function {
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return {
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name: tool.name,
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description: tool.description,
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parameters: zodToJsonSchema(tool.schema),
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};
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}
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export function formatToOpenAITool(tool: StructuredTool): OpenAIClient.Chat.ChatCompletionTool {
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const schema = zodToJsonSchema(tool.schema);
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return {
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type: 'function',
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function: {
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name: tool.name,
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description: tool.description,
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parameters: schema,
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},
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};
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}
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export function formatToOpenAIAssistantTool(
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tool: StructuredTool,
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): OpenAIClient.Beta.AssistantCreateParams.AssistantToolsFunction {
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return {
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type: 'function',
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function: {
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name: tool.name,
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description: tool.description,
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parameters: zodToJsonSchema(tool.schema),
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},
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};
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}
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