Band of Agents Hackathon 2026

About Dzuka Agri

An AI-powered agricultural intelligence platform built to help smallholder farmers in Malawi make smarter, data-driven decisions — powered by a collaborative multi-agent system.

Our Mission

Dzuka means "Rise" in Chichewa — the national language of Malawi. Our platform is built to help farmers rise through better information.

By combining 5 specialized AI agents, live weather data, soil analysis, market intelligence, and GPS-based geospatial context, Dzuka Agri delivers a complete action plan in under 60 seconds.

5
AI Agents
3
Malawi Regions
Live
Weather Data
< 60s
Analysis Time

The Agent Team

Five specialized agents collaborate on every analysis.

1

Agronomy Agent

Crop farming practices & fertilizer recommendations based on soil data.

2

Climate Agent

Live weather analysis & irrigation advice from GPS coordinates.

3

Pest & Disease Agent

Diagnoses symptoms and suggests organic & chemical treatments.

4

Market Agent

Real-time crop price analysis and demand outlook per region.

5

Decision Review Agent

Synthesizes all expert outputs into one prioritized action plan.

Tech Stack

Built with modern, production-grade tools.

LangGraph

Multi-agent pipeline orchestration

FastAPI

High-performance Python backend

Next.js 15

React frontend with App Router

OpenAI GPT-4o

Agent reasoning & vision analysis

Open-Meteo

Live weather data — no API key needed

Geospatial AI

Haversine-based region detection for Malawi

Our Team

Built by a passionate team during the Band of Agents Hackathon 2026 on lablab.ai. Our goal — use multi-agent AI to solve real agricultural challenges for farmers in Malawi.