Intip Abg Mandi Updated Direct

Every kiosk now houses a low‑power e‑ink display linked to a central cloud server. Prices for staple commodities (wheat, rice, onions, etc.) update every fifteen minutes, pulling data from farmer cooperatives, wholesale auctions, and weather forecasts. Shoppers can compare prices across stalls instantly, fostering healthy competition.

| Category | Old Version | Updated Version | Why It Matters | |----------|-------------|----------------|----------------| | Video Format | 9:16 vertical Shorts (≤60 s) | 9:16 + 1:1 hybrid (up to 90 s) | Gives creators more storytelling room while keeping mobile‑first consumption. | | Interactive Polls | Static stickers at the end | Real‑time, in‑video polls (e.g., “Choose the next outfit”) | Drives higher engagement (↑ 23 % average watch‑time). | | Audio Library | 30 royalty‑free tracks | 150+ curated tracks from emerging Indonesian indie artists | Boosts discoverability for both music and creators. | | AR Filters | Basic “water splash” overlay | 5 new filters (rain‑storm, steam, neon‑glow, bubble‑wrap, and “mirror‑selfie”) | Adds a playful visual layer; perfect for trend‑hopping. | | Community Challenges | Monthly “Mandi‑Moments” hashtag | Weekly “Mandi‑Mission” challenges with prize pools (IDR 500k‑2M) | Keeps the community active and incentivizes user‑generated content. | | Analytics Dashboard | Basic view/like count | Deep‑dive metrics: average watch‑time, click‑through rate on polls, filter usage heatmap | Gives creators actionable data to fine‑tune their content. | | Safety & Moderation | Manual reporting | AI‑driven detection of explicit content + age‑gate for “mature” tags | Protects younger audiences while preserving creative freedom. |

| Layer | Recommended Tech | Reason | |-------|------------------|--------| | Ingestion | Python 3.11 + Celery (beat) or Node.js + BullMQ | Mature scheduling, easy retry/back‑off handling. | | Message Queue | RabbitMQ or Kafka (if you expect >10 k messages/min) | Decouples ingestion from downstream processing, guarantees delivery. | | Normalization / Storage | PostgreSQL with TimescaleDB extension (hypertable) | Handles both relational look‑ups (mandi, commodity) and high‑velocity time series. | | API Layer | FastAPI (Python) or NestJS (Node) | Auto‑generated OpenAPI docs, high performance. | | Dashboard | React + MUI + Recharts / Highcharts + Mapbox GL | Rich interactive UI, map integration, responsive design. | | Auth / Alerts | Auth0 or Keycloak for JWT; Firebase Cloud Messaging or Twilio for push/SMS/WhatsApp. | | Infrastructure | Docker + Kubernetes (auto‑scale) or simple Docker‑Compose for a MVP. | Cloud‑agnostic, easy CI/CD. | | CI/CD | GitHub Actions + Docker Hub + Helm charts. | Automated testing & rollouts. | | Monitoring | Prometheus + Grafana; log aggregation via Loki or ELK. | Observe ingestion latency, API health, alert delivery. | intip abg mandi updated

| Metric (2024‑2025) | Before Intip | After Intip | |-------------------|--------------|-------------| | Average farmer income (per day) | ₹ 450 | ₹ 620 | | Shopper footfall (monthly) | 120,000 | 165,000 | | Waste diverted to compost (tons) | 12 | 38 | | Energy from renewable sources (%) | 15 % | 70 % | | Customer satisfaction score (out of 10) | 6.8 | 9.1 |

Local NGOs report that the market’s upgraded facilities have become a hub for skill‑building workshops—from post‑harvest handling to digital literacy—benefiting over 3,500 residents in the first year alone. Every kiosk now houses a low‑power e‑ink display

Quick Brand Playbook:

| Brand Goal | Tactic | Expected KPI | |------------|--------|--------------| | Boost product trial | Sponsor a “Mandi‑Mission” (e.g., “Show us your new shampoo”) | +45 % click‑through rate | | Drive traffic to e‑commerce | Use the “Steam” AR filter with QR‑code overlay | +30 % lift in site visits | | Build community love | Co‑create a limited‑edition audio track | +20 % follower growth | | Layer | Recommended Tech | Reason |

| Sprint | Goal | Deliverables | |--------|------|--------------| | Sprint 0 (1 wk) | Project set‑up | Repo, Docker‑Compose, CI pipeline, basic FastAPI skeleton. | | Sprint 1 (2 wks) | Ingestion & storage | Celery beat task that calls INTIP, normalizer, TimescaleDB schema, basic health dashboards. | | Sprint 2 (2 wks) | API layer | /v1/mandi/abg endpoint with filters, pagination, Swagger UI. | | Sprint 3 (2 wks) | Front‑end tiles | React page with price tiles per commodity, auto‑refresh every 5 min. | | Sprint 4 (2 wks) | Map & heat‑map | Mapbox integration, colour‑coded markers, pop‑ups with latest price table. | | Sprint 5 (1 wk) | Alerts engine | Threshold UI, Celery worker for notification, Twilio/FCM integration. | | Sprint 6 (1 wk) | Export & admin console | CSV download, admin page for mandis, logs view. | | Sprint 7 (2 wks) | QA, security, performance testing | Load test (100 req/s), OWASP scan, final bug‑sprint. | | Sprint 8 (1 wk) | Launch & monitoring | Helm chart, Prometheus alerts, documentation. | | Post‑MVP | Forecast, crowdsourced validation, multi‑language | As per “Optional Enhancements”. |