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
  • βœ“ Vector search
  • βœ“ Filtering
  • βœ“ Distributed
  • βœ“ REST/gRPC API
  • βœ“ Rust-based
  • βœ“ Agent memory
  • βœ“ Knowledge base
  • βœ“ Tool use
  • βœ“ Structured output
  • βœ“ Multi-model
Tags
vector-dbrusthigh-performanceopen-source
agentsmemoryknowledgepython