Mohitkr95/qdrant-multi-node-cluster
Scalable Qdrant vector database cluster with Docker Compose, monitoring, and comprehensive documentation for high-performance similarity search applications.
Implements dynamic sharding and replication across 3+ nodes with customizable shard counts and distance metrics (COSINE, etc.), coordinated via bootstrap peer discovery. Includes a Python client library and demo application for cluster interaction, alongside production-ready Prometheus/Grafana monitoring with real-time performance dashboards and detailed configuration guides for vector parameters, node scaling, and performance tuning.
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30
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12
Language
Python
License
MIT
Category
Last pushed
Mar 30, 2025
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0
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