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docs: update and refine README with v1.1.0 features and deployment guide

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docker

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Implement Query Expansion System with Comprehensive Testing

Implement Query Expansion and Hybrid Search Verification Tests

feat: implement source attribution system with citation tracking and confidence scoring

Implement Hybrid Search System with Comprehensive Documentation

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feat: enhance RAG system for complex documents with improved chunking, retrieval, and prompting strategies

feat: restore message histories and implement automatic cleanup to prevent memory leaks

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fix: correct indentation for fallback upload folder print statement

feat: implement session and file management with automatic cleanup and logging

feat: add comprehensive memory leak fixes and upgrade documentation

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Merge branch 'main' of https://huggingface.co/spaces/HyperxD-0/cognichat

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fix

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Fix cache permission issues

huihu

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Fix cache directory permissions and use proper .cache directory structure

Fix dependency conflicts: use langchain-community embeddings instead of langchain-huggingface

Add missing langchain-huggingface dependency

Fix PyTorch version and simplify dependencies for HF Spaces

Fix HF Spaces deployment: simplify dependencies and remove unstructured loaders

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initial commit