feat: rag pdf chat #58
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- Complete backend rewrite with RAG endpoints using aimakerspace library - PDF upload, indexing, and context-only chat functionality - Frontend redesign with drag-and-drop upload and simplified Q&A interface - Vector similarity search with OpenAI embeddings - Strict context-only responses with 'I am not sure' fallback - Professional UI with status indicators and source attribution - Added dependencies: PyPDF2, numpy, python-dotenv
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Implements complete RAG system for PDF-based Q&A using aimakerspace library. See MERGE.md for details.
✅ RAG System
✅ Context-Only Responses
✅ PDF Management
✅ Professional UI/UX