{"repo":"Mohitkr95/qdrant-multi-node-cluster","free":true,"listed":false,"github":"https://github.com/Mohitkr95/qdrant-multi-node-cluster","clone":"git clone https://github.com/Mohitkr95/qdrant-multi-node-cluster.git","description":"Scalable Qdrant vector database cluster with Docker Compose, monitoring, and comprehensive documentation for high-performance similarity search applications.","language":"Python","stars":33,"topics":["docker","multinode-cluster","python","python3","qdrant","qdrant-client","chatbot","qdrant-rag","qdrant-webui","rag"],"license":"MIT","category":"ai-agents","readme_excerpt":"Qdrant Multi-Node Cluster Scalable vector database deployment for efficient similarity search across multiple nodes --- 📖 Overview This project demonstrates a scalable, distributed deployment of Qdrant, a high-performance vector database. It showcases how to set up multiple Qdrant nodes in a clustered configuration, enabling efficient vector search operations with high availability and performance. Qdrant is designed for enterprise-grade vector similarity search, supporting a wide range of use cases: - Semantic text search : Find documents with similar meaning, not just keywords - Image similarity : Locate visually similar images - Recommendation systems : Suggest products, content, or services - Anomaly detection : Identify outliers in vector spaces - Chatbot knowledge base : Power semantic retrieval for AI assistants ✨ Key Features - 🔄 Scalable Multi-Node Architecture : Deploy 3+ Qdrant nodes that work as a unified cluster - 📊 Dynamic Sharding : Distribute vector data across nodes with customizable sharding strategies - 🏠 High Availability : Built-in replication for fault tolerance and continuous operation - 📈 Monitoring Stack : Integrated Prometheus and Grafana for real-time metrics visualization - 🐍 Python Client Integration : Comprehensive demo application showing cluster interaction - 🐳 Docker-Based Deployment : Simple setup using Docker Compose - 🔧 Detailed Configuration : Extensive options for tuning and optimizing performance 🚀 Quick Start Prerequisites - Do","default_branch":null,"files":null,"tree":[],"storefront":"/r/Mohitkr95","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Mohitkr95/qdrant-multi-node-cluster/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}