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https://github.com/andrew-tsegaye/github-ai-assistant-agent
Your expert AI GitHub and Code Copilot!
https://github.com/andrew-tsegaye/github-ai-assistant-agent
ai-agent astradb langchain llms openai python
Last synced: 2 days ago
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Your expert AI GitHub and Code Copilot!
- Host: GitHub
- URL: https://github.com/andrew-tsegaye/github-ai-assistant-agent
- Owner: Andrew-Tsegaye
- Created: 2024-05-30T08:51:24.000Z (8 months ago)
- Default Branch: start-engine
- Last Pushed: 2024-06-05T18:44:43.000Z (8 months ago)
- Last Synced: 2024-06-05T20:59:37.448Z (8 months ago)
- Topics: ai-agent, astradb, langchain, llms, openai, python
- Language: Python
- Homepage:
- Size: 27.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Advanced GitHub AI Assistant and Code Generator Agent
Introduction
GitHub AI Assistant Agent is an innovative project aimed at leveraging artificial intelligence to enhance collaboration and productivity within GitHub repositories. This project provides an AI-powered assistant that helps streamline various tasks commonly performed during software development and project management on GitHub.
## Technologies and Frameworks
- **Python**: Utilized as the primary programming language, renowned for its versatility and extensive libraries, particularly in AI development.
- **LangChain**: Employed as a framework to streamline the development process, facilitating the integration of large language models (LLMs) into applications.
- **DataStax Astra DB**: Leveraged as a cloud-native, scalable Database-as-a-Service, built on the robust foundation of Apache Cassandra, ensuring reliable data storage and retrieval.
- **OpenAI API**: Integrated to access cutting-edge AI models developed by OpenAI, empowering advanced natural language processing capabilities within the application.
## Features
- **Issue Triage**: Automatically categorizes and prioritizes issues based on content and urgency.
- **Pull Request Analysis**: Analyzes pull requests for code quality, potential bugs, and adherence to best practices.
- **Collaboration Insights**: Provides insights into collaboration patterns, such as response times and engagement levels.
- **Code Review Assistance**: Offers suggestions and automates routine aspects of code reviews to expedite the process.
- **Workflow Automation**: Automates repetitive tasks, such as labeling, assigning, and closing issues.
- **Natural Language Interaction**: Interacts with the AI assistant using natural language commands and queries.
Installation
To install the GitHub AI Assistant Agent, follow these steps:
1. Clone the repository:
```bash
git clone https://github.com/Andrew-Tsegaye/GitHub-AI-Assistant-Agent.git
```
2. Install dependencies:
```bash
cd GitHub-AI-Assistant-Agent
pip install -r requirements.txt
```
3. **Configure the environment variables as needed.**
4. Run the application:
```bash
python main.py
```
Contact
For any inquiries or support requests, feel free to contact the project maintainer at [email protected].