https://github.com/drryanhuang/codematebear

🤖💡 This repository contains a recommendation system built using LLM. Dive in to explore AI-powered recommendations! 🔍🚀
https://github.com/drryanhuang/codematebear

Last synced: about 23 hours ago
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🤖💡 This repository contains a recommendation system built using LLM. Dive in to explore AI-powered recommendations! 🔍🚀

• Host: GitHub
• URL: https://github.com/drryanhuang/codematebear
• Owner: DrRyanHuang
• License: gpl-3.0
• Created: 2024-08-13T07:45:24.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2025-01-24T02:13:44.000Z (3 days ago)
• Last Synced: 2025-01-24T03:19:28.920Z (3 days ago)
• Language: Python
• Homepage:
• Size: 1.02 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        






  - CodeMate Bear - 


















 




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This project leverages the ERNIE Bot to implement a recommendation system. 🤖 It crawls GitHub user and repository information, feeds it into the large language model, and allows the model to extract relevant keywords. 🔍 Based on these keywords, it searches for projects on GitHub and recommends them to users in the order of the most stars, most forks, and best matches. 🌟🍴

### Demo Showcase 🎥🌟



   

   

   



### How to run 🚀

Add your AISTUDIO or QIANFAN [**accessToken**](https://aistudio.baidu.com/account/accessToken) to `token.txt` / `qianfan_token.txt`

```

python3 -mpip install -r requirements.txt

python3 main.py

```

- `utils.py` contains a collection of small utility functions. 🛠️

- `github_api.py` contains classes and functions for scraping GitHub information. 🕷️

- `test_agently.py` 和 `test_github_api.py` are test scripts, with the former testing `Agently` and the latter verifying the accuracy of GitHub information scraping. ✅

### TO DO LIST ⏰

- [x] GitHub information crawling

- [x] GitHub search behavior simulation

- [x] GitHub user information analysis

- [x] GitHub repository analysis

- [x] Support AISTUDIO accessToken

- [x] Support Qianfan accessToken

- [ ] Add offline database

- [ ] Analyze user-starred repositories