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I benchmarked classic vector RAG vs Google's new OKF format vs both combined — same corpus, same 7 questions, all local (Ollama + ChromaDB)

Reddit r/LocalLLaMA ↗ · 6d ago

The author benchmarks classic vector RAG against Google's new Open Knowledge Format (OKF) and a hybrid approach using a local stack (Ollama, ChromaDB), finding hybrid retrieval answers more questions correctly but at higher token cost, while highlighting specific failure modes.

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okf

I benchmarked classic vector RAG vs Google's new OKF format vs both combined — same corpus, same 7 questions, all local (Ollama + ChromaDB)

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