Google Cloud Agentic AI Day Hackathon 2025 • Top 850 / 9 100 teams • Guinness-certified largest generative-AI hackathon
Cities like Bengaluru spew out torrents of information every minute, yet the data is fragmented, noisy and late tweets, news flashes and citizen reports pile up faster than officials can react, leading to poor situational awareness and slow response.
City Pulse unifies those scattered signals into a single, living dashboard:
- Ingests real-time feeds from social, IoT sensors and user uploads.
- Uses AI agents to clean, deduplicate and correlate events while learning from feedback.
- Visualises the city’s “pulse” on an interactive map and pushes predictive, personalised alerts to every stakeholder — commuters, planners, first-responders.
| Module | Capability |
|---|---|
| Live Pulse Map | Continuous map overlays for traffic, events and weather |
| Smart City Feed | Personalised alerts, event tips and adaptive recommendations |
| Civic Report Hub | Geo-tagged photo/video reporting with AI auto-classification and issue tracking |
| Predictive Intelligence | Early-warning forecasts and feedback-driven model updates |
| Community Connect | Mood heat-maps, tips, badges and local leaderboards |
| CityBot Assistant | Natural-language Q&A plus emergency support mode |
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| Layer | Tools / Services |
|---|---|
| Front-end | React or Next.js |
| Back-end | FastAPI (Python) |
| Realtime Store | Firebase (Firestore, Realtime DB, Auth) |
| Vector Search | Vertex AI Vector Search |
| AI Services | Gemini LLM, text-embedding-3-small, embed-english-v3.0, LangGraph orchestration |
| External APIs | Google Maps, X/Twitter sentiment stream |
| Deployment | Firebase Hosting (frontend) • Cloud Run (backend) |