Manticoresearch
manticoresearch.com
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Overview
Manticore Search is an easy-to-use open source fast database for search. Elasticsearch alternative, vector search, SQL interface, full-text search capabilities.
News
Meilisearch vs Manticore: Setting the Record Straight
Meilisearch published a comparison of Meilisearch and Manticore Search. We tested the claims against the latest versions of both engines - here
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Turbopuffer vs. Manticore Search on a couple of cheap VPS
A head-to-head benchmark on 975K 1536-dim vectors: turbopuffer
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14 faster embeddings: how we rebuilt the ONNX path in Manticore
Released in Manticore Search 27.1.5, the new ONNX Runtime backend makes auto-embeddings 14 faster on average than the previous SentenceTransformers/Candle path on the same hardware, same model, same weights - and the margin holds whether you run 1 client
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Manticore Search under systemd: beyond fork, PID files, and guesswork
Run Manticore Search under systemd with accurate status reporting, cleaner reloads, journal-based logging, and safer shutdowns for RT workloads.
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Faster KNN search in Manticore: 2-pass HNSW, batched distances, and AVX-512
Three optimizations that speed up HNSW vector search by up to 29%: restructured graph traversal for better cache utilization, batched distance computations, and AVX-512 support.
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