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  • AI
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  • HomeLab
  • Linux
  • Networking
  • Programming
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Home » milvus
AI tutorial - IT technology blog
Posted inAI

Building Large-Scale Semantic Search with Milvus and Python: Data Partitioning and Query Optimization for Millions of Vectors

October 7, 2026
Scaling semantic search to millions of vectors requires structured partitioning and tuned indexing. This guide demonstrates how to deploy Milvus with Python, implement Partition Keys, and configure HNSW graphs for low-latency queries.
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Database tutorial - IT technology blog
Posted inDatabase

Deploying Milvus on Docker: A Production Guide for Enterprise AI and RAG Applications

August 19, 2026
A hands-on guide to deploying Milvus vector database on Docker, based on six months of production experience running a 50-million-vector RAG pipeline. Covers Standalone setup, configuration tuning for performance, index selection, and monitoring with Attu and Prometheus.
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