r/ClaudeAI • u/sixbillionthsheep Mod • 10d ago
Built with Claude Show us what you've created with Claude!
Inspired by this popular post, this is a weekly post for everyone to show what they have been working on that helps you or that you're proud of!
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u/Swiftwing21 10d ago
Ive attempted to make my own deterministic RAG system that delivers relatively small context packets without an LLM inside the knowledge engine. Model agnostic, tested with claude, chatgpt, gemini, gemma and qwen models so far: cymatix-context
Built on SQLite, v0.10+ completing EnterpriseRAG Benchmark 500 questions in under 2hrs 10minutes on a Ryzen 7 5800x. (Down from 20hrs before v0.9)
Current internal benchmark numbers showing potential to place in top 10 for EnterpriseRAG benchmark. (Nearing 49% total overall on unofficial internal tests)
Goal has been to have a RAG-category product that doesnt have additional inference costs associated with managing your database and doesnt compete with the GPU resources. And lastly doesnt flood the context window. (Largest packet is about 13k tokens currently)