Update project_overview.md to reflect current progress and next steps
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@ -65,6 +65,11 @@ The project currently has the following modules implemented:
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- Supports reranking with metadata preservation
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- Supports reranking with metadata preservation
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- Provides filtering capabilities
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- Provides filtering capabilities
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5. **Report Generation Module**:
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- Synthesizes comprehensive reports from selected documents
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- Formats reports for readability
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- Includes citations and references
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## Dependencies
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## Dependencies
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- `requests`: For making API calls to various APIs
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- `requests`: For making API calls to various APIs
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- `numpy`: For vector operations in similarity computation
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- `numpy`: For vector operations in similarity computation
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@ -73,7 +78,7 @@ The project currently has the following modules implemented:
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- `pyyaml`: For configuration file parsing
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- `pyyaml`: For configuration file parsing
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- `feedparser`: For parsing RSS/Atom feeds (arXiv)
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- `feedparser`: For parsing RSS/Atom feeds (arXiv)
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- `beautifulsoup4`: For HTML parsing
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- `beautifulsoup4`: For HTML parsing
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- `gradio`: For web interface (planned)
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- `gradio`: For web interface
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## LLM Providers
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## LLM Providers
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The system supports multiple LLM providers through the LiteLLM interface:
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The system supports multiple LLM providers through the LiteLLM interface:
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@ -90,8 +95,16 @@ The system currently integrates with the following search engines:
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- arXiv (via official API)
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- arXiv (via official API)
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## Next Steps
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## Next Steps
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1. Implement the Report Generation module
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1. ✅ Implement the Report Generation module
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2. Develop the Gradio UI for user interaction
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2. ✅ Develop the Gradio UI for user interaction
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3. Add more search engines and LLM providers
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3. ✅ Add more search engines and LLM providers
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4. Implement document retrieval and processing
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4. ✅ Implement document retrieval and processing
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5. Add support for saving and loading research sessions
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5. ⏳ Enhance the Report Generation module with advanced features:
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- Customizable report detail levels
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- Progressive report generation
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- Visualization components
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- Interactive elements
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- Report versioning and comparison
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6. ⏳ Improve UI integration with report generation options
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7. ⏳ Add support for saving and loading research sessions
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8. ⏳ Implement comprehensive testing and documentation
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