SDK for AI-agents to generate and use Langchain Tools and ChatGPT plugins
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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
npm install -g @heypal/toolkit-ai
or yarn add @heypal/toolkit-ai
OPENAI_API_KEY
).toolkit-iterate
CLI: Docker, SerpApi key (SERP_API_KEY
).Highlighted Details
Maintenance & Community
Licensing & Compatibility
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.
2 years ago
Inactive