Qdrant vs Phidata

FeatureQdrantPhidata
CategoryData ToolsAI Agent Frameworks
PricingFree (open-source) + CloudFree (open-source) + Cloud
GitHub Stars21,00015,000
PlatformsLinux, macOS, DockerLinux, macOS, Windows
Features
  • ✓ Vector search
  • ✓ Filtering
  • ✓ Distributed
  • ✓ REST/gRPC API
  • ✓ Rust-based
  • ✓ Agent memory
  • ✓ Knowledge base
  • ✓ Tool use
  • ✓ Structured output
  • ✓ Multi-model
Tags
vector-dbrusthigh-performanceopen-source
agentsmemoryknowledgepython