KCAA Smart Assistant (RAG)
Grounded, citation-backed answers from KCAA regulations, services and news.
RAGChromaDBLangChainStreamlitGroq
Local hits answer first with chat history, feedback buttons and input validation; web and social searches fire in parallel only when local info falls short, keeping latency at 3–8 seconds on free DDGS tiers. Applicable beyond aviation to early-warning bulletin dissemination and policy knowledge systems. No formal retrieval evaluation published yet; answers always carry source citations for manual verification.
More in this view
- AgriInsight — Satellite-based crop health monitoring and decision support for farms.
- AssetTrack | Utility Asset Management — Map-based asset inventory, work orders and compliance for utilities in Kenya and East Africa.
- Crop Early Warning System — Crop yield and soil moisture monitoring with automated alerts.
- FleetGuard | Fleet Management Dashboard — Live tracking, geofencing, SACCO management and payments for Kenyan logistics.
- Obstacle Compliance & Airport GIS System — Prototype web GIS for checking structures against aerodrome obstacle limitation surfaces in Kenya.
- SiteSeeker | Retail Location Intelligence — Draw a polygon and get competitors, demographics, traffic and revenue estimates in one panel.