{"id":25895976,"url":"https://github.com/chicio/id3tageditor-ai-agent","last_synced_at":"2026-05-01T21:32:44.993Z","repository":{"id":280147430,"uuid":"933661531","full_name":"chicio/ID3TagEditor-AI-agent","owner":"chicio","description":"A chatbot based on langchain. 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It leverages LangChain, Ollama, and FAISS to retrieve relevant information from the codebase and provide answers to questions about the project.\n\n## Features\n\n- **RAG-Driven Chatbot**: The chatbot uses RAG to answer questions related to the **ID3TagEditor** codebase, assisting with understanding the code and improving development processes.\n- **Codebase Querying**: Users can ask questions like \"How does this function work?\" or \"Where is this variable used?\".\n- **FAISS-Based Similarity Search**: Retrieves and uses relevant documents from the codebase to generate responses.\n- **Ollama Integration**: Powered by the Ollama AI model for natural language processing and conversation.\n\n## Installation\n\nClone the repository and install the necessary dependencies:\n\n```bash\ngit clone https://github.com/chicio/ID3TagEditor-AI-agent.git\ncd ID3TagEditor-AI-agent\nnpm install\n```\n\n## Usage\n\nTo interact with the chatbot, use the following commands:\n\n- `npm run faiss`: Runs the FAISS index generation script.\n- `npm run chat`: Starts the chatbot that allows you to query the codebase using RAG.\n\n## Contributing\n\nFeel free to fork the repository, open issues, and submit pull requests to improve the chatbot's functionality or add new features!\n\n## License\n\nMIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchicio%2Fid3tageditor-ai-agent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchicio%2Fid3tageditor-ai-agent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchicio%2Fid3tageditor-ai-agent/lists"}