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@Mohitkr95 Mohitkr95 released this 20 Mar 18:34
· 16 commits to main since this release

Restructure project and enhance Qdrant multi-node demo

This comprehensive update transforms the codebase into a production-ready, maintainable package that demonstrates advanced vector database capabilities with Qdrant.

Key improvements:

  • Reorganized project into a proper Python package structure
  • Created modular components with clear separation of concerns
  • Enhanced visualization with Rich for beautiful console output
  • Fixed version compatibility issues between client and server
  • Added proper logging with formatted, color-coded output
  • Implemented configuration management with centralized settings
  • Added comprehensive documentation with docstrings and type hints
  • Created a Makefile for simplified project management
  • Added unit tests for core functionality
  • Enhanced Docker deployment configuration
  • Extended Prometheus monitoring to cover all cluster nodes

The demo now showcases vector search, payload filtering, pagination, and cluster statistics in a clear, educational format.