{"id":16932868,"url":"https://github.com/drryanhuang/codematebear","last_synced_at":"2026-02-10T11:34:50.329Z","repository":{"id":253491638,"uuid":"841865863","full_name":"DrRyanHuang/CodeMateBear","owner":"DrRyanHuang","description":"🤖💡 This repository contains a recommendation system built using LLM. 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Please consider forking the project to help it improve!\u003c/i\u003e🌟\n\n\u003c/div\u003e\n\n\n\nThis 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. 🌟🍴\n\n\n### Demo Showcase 🎥🌟\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg alt=\"LOGO\" src=\"imgs/1.png\" width=\"18%\"\u003e \u003c/img\u003e\n  \u003cimg alt=\"LOGO\" src=\"imgs/3.png\" width=\"18%\"\u003e \u003c/img\u003e\n  \u003cimg alt=\"LOGO\" src=\"imgs/4.png\" width=\"18%\"\u003e \u003c/img\u003e\n\u003c/div\u003e\n\n\n\n### How to run 🚀\n\nAdd your AISTUDIO or QIANFAN [**accessToken**](https://aistudio.baidu.com/account/accessToken) to `token.txt` / `qianfan_token.txt`\n\n```\npython3 -mpip install -r requirements.txt\npython3 main.py\n```\n\n- `utils.py` contains a collection of small utility functions. 🛠️\n- `github_api.py` contains classes and functions for scraping GitHub information. 🕷️\n- `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. ✅\n\n\n### TO DO LIST ⏰\n\n- [x] GitHub information crawling\n- [x] GitHub search behavior simulation\n- [x] GitHub user information analysis\n- [x] GitHub repository analysis\n- [x] Support AISTUDIO accessToken\n- [x] Support Qianfan accessToken\n- [ ] Add offline database\n- [ ] Analyze user-starred repositories\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrryanhuang%2Fcodematebear","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrryanhuang%2Fcodematebear","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrryanhuang%2Fcodematebear/lists"}