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| title: ResearchMate | |
| emoji: 🔬 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_port: 7860 | |
| # ResearchMate 🔬 | |
| An AI-powered research assistant that helps you search, analyze, and manage academic papers using advanced language models. | |
| ## Features ✨ | |
| - **🔍 Smart Paper Search**: Search academic papers using natural language queries | |
| - **🧠 AI-Powered Analysis**: Analyze papers and generate insights using Groq Llama 3.3 70B | |
| - **📚 Project Management**: Organize research into projects with automatic literature management | |
| - **📊 Citation Network Analysis**: Visualize and analyze citation networks | |
| - **📈 Research Trend Monitoring**: Track and monitor research trends over time | |
| - **📄 PDF Processing**: Extract and process text from PDF papers with advanced cleaning | |
| - **🔐 User Authentication**: Secure user management with JWT tokens | |
| - **💾 Vector Storage**: Efficient paper storage and retrieval using ChromaDB | |
| ## How to Use 🚀 | |
| ### 1. **Getting Started** | |
| - Click the app link above to access ResearchMate | |
| - Register for a new account or login if you have one | |
| - Wait for the loading screen to complete (ResearchMate initialization) | |
| ### 2. **Create a Project** | |
| - Click "Projects" in the navigation | |
| - Create a new research project with your research question | |
| - Add relevant keywords to help focus your research | |
| ### 3. **Search Papers** | |
| - Use natural language queries like "machine learning in healthcare" | |
| - Filter by date range, categories, or specific journals | |
| - Browse results with abstracts and metadata | |
| ### 4. **Upload & Analyze PDFs** | |
| - Upload your own research papers | |
| - Get AI-powered analysis and insights | |
| - Extract key information and summaries | |
| ### 5. **Explore Citations** | |
| - View citation networks and paper relationships | |
| - Discover related research and trending topics | |
| - Track research evolution over time | |
| ## Technology Stack 🛠️ | |
| - **Backend**: FastAPI + Python 3.11 | |
| - **AI Model**: Groq Llama 3.3 70B Instruct | |
| - **Embeddings**: SentenceTransformers (all-MiniLM-L6-v2, all-mpnet-base-v2) | |
| - **Vector Database**: ChromaDB for efficient similarity search | |
| - **Frontend**: HTML/CSS/JavaScript with Bootstrap | |
| - **Authentication**: JWT tokens with secure session management | |
| - **PDF Processing**: Advanced text extraction and cleaning | |
| - **Search**: ArXiv API integration with intelligent filtering | |
| ## Configuration ⚙️ | |
| ### Environment Variables | |
| Set the following in your Space settings: | |