A multilingual decision intelligence platform built for the Google GenAI Hackathon. It enables citizens to discover welfare schemes, locate healthcare facilities, and receive personalized guidance through natural conversation in English, Hindi, and regional languages.
Citizens often miss out on government welfare programs due to language barriers, complex eligibility rules, fragmented official portals, and difficult manual application paperwork.
Community Care Navigator uses Google ADK and Gemini 2.5 Flash to provide an accessible multilingual assistant. Users can chat naturally or upload photos of identity and income documents; the agent parses document text via multimodal OCR, matches criteria against scheme databases with vector RAG, and explains step-by-step how to apply.
Orchestrated with Google ADK and Gemini 2.5 Flash to provide empathetic, multilingual guidance across English, Hindi, and regional dialects.
Upload photos of Aadhaar cards, Income certificates, or Disability documents to let Gemini Vision automatically extract records and pre-fill profiles.
RAG engine matches citizens with eligible government policies and displays transparent visual checklists detailing why criteria passed.
Plotly Mapbox overlays show real-time hospital locations, bed capacities, emergency contact details, and infrastructure gap analysis.
Auto-detects GCP configurations to utilize BigQuery Native Vector Search or falls back seamlessly to local SQLite vector embeddings.
Comprehensive Streamlit UI featuring regional coverage KPIs, scheme distribution metrics, and interactive filtering.
agent/care_agent.py — Google ADK agent configuration & tools coordinatoragent/tools.py — 5 specialized agent tools (Database, RAG search, Vision OCR)agent/prompts.py — Empathetic system prompts & Pydantic structured schemasdata/embeddings.py — Vertex AI text-embedding-004 vector retrieverdashboard/analytics.py — KPI cards and scheme eligibility breakdown chartsdashboard/maps.py — Interactive Plotly Mapbox hospital density mapdata/pipeline.py — Automatic database initialization & local fallback loaderDockerfile — Container blueprint for Google Cloud Run deploymentAgent Development Kit framework paired with Gemini 2.5 Flash for conversational reasoning.
Enterprise data warehouse vector search with text-embedding-004 embeddings.
Interactive web interface displaying live policy charts and spatial GIS map overlays.
Zero-config local database fallback mode and Docker deployment pipeline.