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Home » Vector Search
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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AI tutorial - IT technology blog
Posted inAI

Stop Scrubbing: Building a Video RAG System with Keyframe Extraction and Vector Search

August 14, 2026
Manual video scrubbing is a relic of the past. Learn how to build a Video RAG system using Python, CLIP, and Qdrant to index and search visual content with precision.
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