SaiAkhil066/CORTEX-AI-SUPER-RAG
A local RAG chatbot that retrieves information from PDFs, DOCX, and TXT files using DeepSeek-7B, BM25 hybrid retrieval, FAISS, neural reranking, and GraphRAG.
Velocity · 7d
+0.3
★ / day
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This chatbot implements a complete retrieval-augmented generation pipeline with multiple advanced techniques. It combines sparse retrieval (BM25) with dense vector search (FAISS), applies neural reranking via cross-encoders, and integrates GraphRAG for knowledge graph-based contextual understanding. The system supports chat history awareness for coherent multi-turn conversations and can run entirely offline on local hardware using Ollama for model serving.