toolkit-ai  by toolkit-ai

SDK for AI-agents to generate and use Langchain Tools and ChatGPT plugins

created 2 years ago
537 stars

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Project Summary

This project provides a toolkit for automatically generating and utilizing AI-powered Langchain Tools and ChatGPT plugins. It targets developers looking to quickly create reusable AI functionalities by describing their desired behavior, simplifying the integration of custom logic into AI agent workflows.

How It Works

The toolkit leverages large language models to translate natural language descriptions into executable code for Langchain Tools. It generates both the core logic and the necessary boilerplate for Langchain's Tool class, including input/output schema validation using Ajv. This approach automates the often tedious process of defining tool interfaces and implementations, enabling rapid prototyping and deployment of AI agent capabilities.

Quick Start & Requirements

  • Install via npm: npm install -g @heypal/toolkit-ai or yarn add @heypal/toolkit-ai
  • Requires Node.js and an OpenAI API key (can be set via environment variable OPENAI_API_KEY).
  • For toolkit-iterate CLI: Docker, SerpApi key (SERP_API_KEY).
  • Official demo: hey-pal/langchain-tools-demo

Highlighted Details

  • Generates Langchain tool code from natural language descriptions.
  • Includes CLI for iterative tool generation with self-evaluation capabilities.
  • Outputs executable JavaScript code with integrated input/output schema validation.
  • Supports conversion between Fahrenheit, Celsius, and Kelvin as a sample.

Maintenance & Community

  • Developed by the team behind Pal.
  • Roadmap includes ChatGPT plugin definition and hosting.

Licensing & Compatibility

  • License: Not explicitly stated in the README.
  • Compatibility: Designed for use with Langchain.js.

Limitations & Caveats

The README does not specify the license, which may impact commercial use. The project appears to be in active development, with features like ChatGPT plugin hosting still on the roadmap.

Health Check
Last commit

2 years ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
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Star History
4 stars in the last 90 days

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