
MaLei
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github project
GitHub • Freelance
Jan 2024 - Present • 2 yrs 8 mos
Project Title: OpenAPI Agent Bridge – Python Library for LLM Tool Calling https://github.com/xianshishiyitouzhu-blip/openapi-agent-bridge Description: Developed a lightweight Python library that automatically converts OpenAPI/Swagger specifications into LLM-compatible tool schemas (compatible with DeepSeek, OpenAI, and similar models). The library handles parsing of complex OpenAPI structures (including $ref references), generates accurate JSON Schema definitions for function calling, and dynamically executes the corresponding HTTP requests based on LLM tool calls. Key features include zero-touch conversion from OpenAPI files, dynamic path/query/body mapping, and framework-agnostic design that works with raw LLM APIs or agent frameworks like LangChain. Released as an open-source project on GitHub with clean architecture (Parser, Converter, Executor modules) and practical usage examples. Tech Stack: Python, OpenAPI/Swagger, JSON Schema, Requests