This project is an Github AI assistant built using LangGraph, FastAPI, and Streamlit, designed to interact with GitHub through its GraphQL API.

🧰 Github AI Assistant

An AI assistant that simultaneously supports a range of capabilities within GitHub, such as querying/modifying repositories, organizations, Issues, Pull Requests, and more. Theoretically, it supports most of the capabilities documented in the GitHub GraphQL API documentation.

This project is derived from modifications to JoshuaC215/agent-service-toolkit.

It includes a LangGraph agent, a FastAPI service to serve it, a client to interact with the service, and a Streamlit app that uses the client to provide a chat interface. Data structures and settings are built with Pydantic.

This project offers a template for you to easily build and run your own agents using the LangGraph framework. It demonstrates a complete setup from agent definition to user interface, making it easier to get started with LangGraph-based projects by providing a full, robust toolkit.

Overview

What Can It Do?

• Support for Various Query Operations

• Support for Various Modification Operations

More Features

Example 1: Automatically Generate and Modify Repository Descriptions

The English version always doesn't execute as expected, not sure why, maybe it's the model's issue. So here are only screenshots in Chinese.

Modify the description of my repository wanzunz/my_repo by fetching the README.md file, summarizing it, and generating a description within 120 words.

Example 2: Reply to Issues with Documentation Re