A production-ready Hybrid RAG system with ChromaDB, BM25, Multi-Query Retrieval, MMR, CrossEncoder reranking, and Ollama-powered LLM responses.
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Jul 8, 2026 - Python
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vector-rag
Here are 8 public repositories matching this topic...
Literature monitor — ranks new papers by similarity to your Zotero library and generates structured Obsidian notes via LLM extraction.
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Jun 19, 2026 - Python
Enterprise-grade Vector RAG platform engineered for semantic knowledge retrieval, AI-powered document intelligence, vector search infrastructure, and contextual conversational AI workflows.
nextjs artificial-intelligence openai knowledge-base semantic-search pinecone rag fastapi vector-search ai-platform langchain pgvector llamaindex enterprise-ai vector-rag
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Jul 10, 2026
Where does Graph RAG beat Vector RAG? A stratified evaluation on financial contract Q&A (MSc dissertation, DBS)
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Sep 2, 2026 - Python
Vector RAG vs. Vectorless RAG vs. OKF
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Jul 12, 2026 - Python
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Apr 13, 2026 - Python
The structural memory integrity layer for AI agents. Built with Cognee 1.0. Coherence extends the memify() pipeline to detect, flag, and surgically prune temporal supersessions and semantic contradictions from agent memory networks. This ensures agents never believe two conflicting things at once.
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Jul 6, 2026 - Python
Graph-based multi-hop document retrieval via citation network search — a lightweight alternative between Vector RAG and GraphRAG, evaluated on OGBN-Arxiv with 12 seeding strategies and 6 traversal algorithms.
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Apr 11, 2026 - Jupyter Notebook
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