Issues

• support Qdrant's own FastEmbed

  ancoleman/qdrant-rag-mcp#83 · Filter by author tonylee2016 opened on May 5, 2026

• Test: Decorator Implementation Verification

  testv0.3.4.post7
  ancoleman/qdrant-rag-mcp#78 · Filter by author ancoleman opened on Jun 16, 2025

• Test Issue: Decorator Implementation Working

  enhancementtest
  ancoleman/qdrant-rag-mcp#77 · Filter by author ancoleman opened on Jun 15, 2025

• Code Cleanup & Reorganization

  enhancementrefactoringsub-issue
  ancoleman/qdrant-rag-mcp#76 · Filter by author ancoleman opened on Jun 15, 2025

• Documentation Sprint - Complete API Documentation

  documentationsub-issue
  ancoleman/qdrant-rag-mcp#75 · Filter by author ancoleman opened on Jun 15, 2025

• Performance - Batch Processing & Caching

  enhancementperformancesub-issue
  ancoleman/qdrant-rag-mcp#74 · Filter by author ancoleman opened on Jun 15, 2025
  2

• v0.3.4.post7 - Code Quality Enhancement

  documentationenhancementperformancerefactoringv0.3.4.post7
  ancoleman/qdrant-rag-mcp#72 · Filter by author ancoleman opened on Jun 15, 2025
  1

• Testing, Validation, and Performance Optimization

  performancetestingv0.3.5
  ancoleman/qdrant-rag-mcp#70 · Filter by author ancoleman opened on Jun 12, 2025 · v0.3.5 - Adaptive Search Intelligence
  

• Integrate Adaptive Search with All Endpoints

  enhancementintegrationsearch-improvementv0.3.5
  ancoleman/qdrant-rag-mcp#69 · Filter by author ancoleman opened on Jun 12, 2025 · v0.3.5 - Adaptive Search Intelligence
  

• Create Advanced Search Parameters API

  apienhancementv0.3.5
  ancoleman/qdrant-rag-mcp#68 · Filter by author ancoleman opened on Jun 12, 2025 · v0.3.5 - Adaptive Search Intelligence
  

• Implement Dynamic Weight Adjustment System

  enhancementsearch-improvementv0.3.5
  ancoleman/qdrant-rag-mcp#67 · Filter by author ancoleman opened on Jun 12, 2025 · v0.3.5 - Adaptive Search Intelligence
  

• Design and Implement Query Intent Classifier

  enhancementsearch-improvementv0.3.5
  ancoleman/qdrant-rag-mcp#66 · Filter by author ancoleman opened on Jun 12, 2025 · v0.3.5 - Adaptive Search Intelligence
  

• Project Enhancements: Advanced project management tools

  enhancementgithub-integrationprojects-v2
  ancoleman/qdrant-rag-mcp#57 · Filter by author ancoleman opened on Jun 12, 2025

• Smart Features (Future Enhancements)

  enhancementfuture-enhancementgithub-integration
  ancoleman/qdrant-rag-mcp#49 · Filter by author ancoleman opened on Jun 12, 2025

• [v0.5.1] Semantic Compression - Advanced Token Reduction

  advanced-featureenhancementpriority-low
  ancoleman/qdrant-rag-mcp#33 · Filter by author ancoleman opened on Jun 10, 2025
  

• [v0.4.1] MCP Server Performance Optimizations

  enhancementperformancepriority-high
  ancoleman/qdrant-rag-mcp#32 · Filter by author ancoleman opened on Jun 10, 2025
  

• [v0.3.6] Query Enhancement & Reformulation - Natural Language Understanding

  enhancementpriority-mediumsearch-improvement
  ancoleman/qdrant-rag-mcp#31 · Filter by author ancoleman opened on Jun 10, 2025
  

• [v0.3.5] Adaptive Search Intelligence - Smart Query Understanding

  enhancementpriority-mediumsearch-improvement
  ancoleman/qdrant-rag-mcp#30 · Filter by author ancoleman opened on Jun 10, 2025 · v0.3.5 - Adaptive Search Intelligence
  1