# quantized

> Browse 1 item tagged with quantized.

## Items

- [EmbeddixDB](https://vectordb.ever.works/pl/items/embeddixdb) — High-throughput vector database for RAG and LLM memory, utilizing HNSW/flat indexes with 256x quantization for memory efficiency and 65k QPS performance. Includes MCP server for AI agents, auto-embedding, and pluggable storage like BadgerDB. Fits real-time recommendations and analytics; lighter open-source option vs Milvus, adds MCP unlike standard Qdrant.

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_Canonical page: https://vectordb.ever.works/pl/tags/quantized_