2d ago

MeshRAG Delivers Constant Speed Vector Retrieval At Scale

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Original post

Every ANN method either gets slower as your corpus grows or starts retrieving the wrong things. We built one that does neither. 50K vectors → 10 µs / query 1M vectors → 10 µs / query 5M vectors → 10 µs / query Introducing MeshRAG: retrieve anything with the same speed, same accuracy, no matter how much data you have. Here is how we did it 👇

12:00 PM · May 14, 2026 View on X
MeshRAG Delivers Constant Speed Vector Retrieval At Scale · Digg