chat_with_github

# 🧰 Github AI Assistant

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        <b>English</b> |
        <a href="https://github.com/wanzunz/chat_with_github/blob/main/README_CN.md">中文（简体）</a>
    <p>
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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](https://docs.github.com/en/graphql).

This project is derived from modifications to [JoshuaC215/agent-service-toolkit](https://github.com/JoshuaC215/agent-service-toolkit).

It includes a [LangGraph](https://langchain-ai.github.io/langgraph/) agent, a [FastAPI](https://fastapi.tiangolo.com/) service to serve it, a client to interact with the service, and a [Streamlit](https://streamlit.io/) app that uses the client to provide a chat interface. Data structures and settings are built with [Pydantic](https://github.com/pydantic/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

![Query Example](media/en/query.png)

- Support for Various Modification Operations

![Modification Example](media/en/mutation.png)


### 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 Image](media/zh/modify_description.png)

#### Example 2: Reply to Issues with Documentation Re