



Rust-based edge-deployable vector search engine with filtered ANN (HNSW), payload filtering, multi-modal support. Disk-persistent, offline on-device, high QPS. Use cases: real-time recommendations, semantic search. Lighter than Weaviate with Rust performance; open-source alternative to Pinecone.
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Qdrant Edge
Embedded vector search for edge devices.
Open-source, free.
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