{"id":24378612,"url":"https://github.com/aryan-coder-student/buildwithai","last_synced_at":"2025-07-16T03:45:13.330Z","repository":{"id":272048409,"uuid":"915370308","full_name":"Aryan-coder-student/BuildWithAI","owner":"Aryan-coder-student","description":"An intelligent chatbot powered by Groq LLM that can answer questions about fundamental AI research papers, including GANs, Transformers, and Autoencoders.","archived":false,"fork":false,"pushed_at":"2025-06-15T04:55:19.000Z","size":55121,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-15T05:44:59.321Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Aryan-coder-student.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-01-11T17:08:30.000Z","updated_at":"2025-06-15T04:55:22.000Z","dependencies_parsed_at":"2025-01-19T06:29:46.080Z","dependency_job_id":null,"html_url":"https://github.com/Aryan-coder-student/BuildWithAI","commit_stats":null,"previous_names":["aryan-coder-student/buildwithai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Aryan-coder-student/BuildWithAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aryan-coder-student%2FBuildWithAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aryan-coder-student%2FBuildWithAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aryan-coder-student%2FBuildWithAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aryan-coder-student%2FBuildWithAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Aryan-coder-student","download_url":"https://codeload.github.com/Aryan-coder-student/BuildWithAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aryan-coder-student%2FBuildWithAI/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265479820,"owners_count":23773619,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-01-19T06:29:33.832Z","updated_at":"2025-07-16T03:45:13.309Z","avatar_url":"https://github.com/Aryan-coder-student.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Research Papers Chatbot 🤖\nApp Link :-  https://ragchatbotbuildwithai.streamlit.app/ \nAn intelligent chatbot powered by Groq LLM that can answer questions about fundamental AI research papers, including GANs, Transformers, and Autoencoders.\n\n![image](https://github.com/user-attachments/assets/dcbf9d63-8103-4203-9507-4988e8cc61da)\n\n## 🎯 Features\n\n- Interactive chat interface built with Streamlit\n- Powered by Groq's llama-3.3-70b model for high-quality responses\n- Semantic search using HuggingFace embeddings\n- Vector storage with ChromaDB for efficient retrieval\n- Supports multiple research papers simultaneously\n- Easy-to-use web interface\n- Real-time response generation\n\n## 📚 Included Research Papers\n\nThe chatbot is currently trained on these seminal AI papers:\n- Generative Adversarial Nets (1406.2661v1)\n- Attention Is All You Need (1706.03762v7)\n- Autoencoders (2003.05991v2)\n\n## 🛠️ Installation\n\n1. Clone the repository:\n```bash\nhttps://github.com/Aryan-coder-student/BuildWithAI.git\n```\n\n2. Install required dependencies:\n```bash\npip install -r requirements.txt\n```\n\n3. Create a `.env` file in the root directory and add your Groq API key:\n```env\nGROQ_API_KEY=your_api_key_here\n```\n\n4. Place your PDF papers in the `Papers` directory.\n\n## 🚀 Usage\n\n1. Start the application:\n```bash\nstreamlit run app.py\n```\n\n2. Open your browser and navigate to `http://localhost:8501`\n\n3. Start asking questions about the research papers!\n\n## 🔧 Technical Architecture\n\n- **LLM**: Groq's llama-3.3-70b model for generating responses\n- **Embeddings**: HuggingFace's sentence-transformers/all-MiniLM-L6-v2\n- **Vector Store**: ChromaDB for efficient document retrieval\n- **Frontend**: Streamlit for the web interface\n- **Document Processing**: LangChain for PDF processing and chunking\n\n## 📝 Environment Variables\n\nThe following environment variables are required:\n\n```env\nGROQ_API_KEY=your_groq_api_key\n```\n\n## 🔄 Reset Vector Store\n\nYou can reset the vector store anytime using the \"Reset Vector Store\" button in the sidebar. This will:\n- Delete the existing ChromaDB database\n- Reinitialize the system with fresh embeddings\n- Rebuild the vector store from scratch\n\n## 🤝 Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n\n1. Fork the repository\n2. Create your feature branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n## 📄 License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## 🙏 Acknowledgments\n\n- The Groq team for providing the LLM API\n- LangChain for the document processing framework\n- Streamlit for the web application framework\n- The authors of the original research papers\n\n\n---\nMade with ❤️ by [Aryan Pahari]\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryan-coder-student%2Fbuildwithai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faryan-coder-student%2Fbuildwithai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryan-coder-student%2Fbuildwithai/lists"}