video-search-and-summarization

What the README says you get

• AI
  Visual Q&A reportsAsk visual questions and automatically generate reports
• API
  Video analytics REST APINode.js and Express REST API service for VSS Video Analytics data
• Deploy
  Docker Compose and HelmDeployment configs, Docker Compose, and Helm charts
• Other
  Natural language video searchSearch video streams or archives using natural language queries
• Other
  Long video summarizationSummarize hours of video
• Other
  Real-time alert verificationDetect and verify real-time alerts with VLMs
• Other
  Video clip retrievalvideo snapshot/clip retrieval
• Other
  Semantic video searchsemantic video search using embeddings
• Other
  Real-time video intelligenceReal-Time Video Intelligence layer extracts rich visual features
• Other
  Behavior analytics pipelinePython streaming pipeline for spatial AI analytics, incident detection
• Other
  Camera and VMS ingestConnects to RTSP/ONVIF/Milestone cameras, VMS systems, and NVStreamer sources
• Other
  Message broker consumersMultiprocessing Redis and Kafka consumers that decode VSS protobuf messages
• Other
  MCP tool interfaceleverages the Model Context Protocol (MCP) to access video analytics data
• UI
  Next.js frontendFrontend monorepo (Next.js, Turbo)

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.