feat: integrate KaTeX for math rendering in chat messages

feat: enhance PDF ingestion with document fingerprinting and revision handling

feat: implement PDF upload validation to prevent empty and invalid files

feat(rag): implement multilingual retrieval pipeline with HyDE, hybrid search, reranking, and reasoning