vector-rag

Here are 6 public repositories matching this topic...

Nikhil00-7 / Production-RAG-System

A production-ready Hybrid RAG system with ChromaDB, BM25, Multi-Query Retrieval, MMR, CrossEncoder reranking, and Ollama-powered LLM responses.

python mmr bm25 rag vector-rag

Updated Sep 14, 2026
Python

viochris / youtube-vector-rag-llamaindex

Star

Vector RAG chatbot for YouTube videos using LlamaIndex. Fetches the transcript with a self-written loader, embeds it with Gemini into ChromaDB Cloud, reranks with a cross-encoder, and answers from the video in a CLI chat with PostgreSQL memory. Includes Phoenix tracing, token counting, and cost tracking. Vector baseline of a RAG series.

Updated Nov 6, 2026
Python

serhaterdogan77 / graph-rag-vs-vector-rag

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Where does Graph RAG beat Vector RAG? A stratified evaluation on financial contract Q&A (MSc dissertation, DBS)

neo4j rag knowledge-graph-question-answering llm chromadb graph-rag vector-rag

Updated Sep 2, 2026
Python

Swastik-59 / three-way-retrieval-arena

Star

Vector RAG vs. Vectorless RAG vs. OKF

knowledge-graph rag vector-search ollama vectorless-rag vector-rag open-knowledge-format

Updated Jul 12, 2026
Python

Joker2841 / coherence

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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.

knowledge-graph graph-databases kuzudb lancedb ai-memory agentic-ai cognee vector-rag

Updated Jul 6, 2026
Python

Kinder1203 / image-gen-orchestrator

Star

orchestrator vector-embedding langchain comfyui vllm langgraph vector-rag gemma4

Updated Apr 13, 2026
Python

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