AI Data Storage Engine
What If You Could See Why RAG Fails? Debugging RAG in 3D with Project_Golem and Milvus

What If You Could See Why RAG Fails? Debugging RAG in 3D with Project_Golem and Milvus

2/18/2026 · Min Yin

What this post added

This post details the integration of Project_Golem with Milvus 2.6.8 to enable 3D visualization of RAG retrieval for debugging. It highlights the use of Milvus's Streaming Nodes for real-time ingestion and incremental indexing, making RAG systems more observable and scalable. The post also outlines a future path for incremental visualization and the benefits of Milvus's hybrid search capabilities for RAG debugging.

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