Kodee’s Farm Building a Smart AI-Driven Farming Simulation | GenAI Project
AI Summary
Kodee’s Farm: Building a Smart AI-Driven Farming Simulation
In this video, Gunja Omprakash presents their capstone project for the Google GenAI Intensive Course 2025, showcasing a full-stack smart farming simulation powered by the Gemini model.Project Highlights:
- Custom React.js Dashboard: Features fields, sliders, and a chat interface.
- Flask Backend: Manages live environment updates and AI agent reasoning.
- Gemini API Integration: Enables real-time intelligent planning for various farming tasks.
- Tools Created:
- Irrigation boosting
- Disease control
- Emergency cooling
- Image analysis
- Google search
- Memory Implementation: Utilizes ChromaDB for Retrieval-Augmented Generation (RAG).
Tech Stack:
- Frontend: React.js
- Backend: Flask
- AI Reasoning: Gemini API
- Memory/RAG: ChromaDB
- Integrations: Google Search and Image Analysis
Demo Features:
- Live simulation of farm fields changing based on environmental conditions.
- Kodee the Chicken (AI agent) thinks, plans, and takes actions to manage the farm.
- Real-time chat interface with users.
- Activation of various farming tools like irrigation, fertilization, and pest control.
- Sequential updates simulating agent thought processes.
Additional Resources:
Published: April 20, 2025
Views: 18
Likes: 1
Channel: Gunja Omprakash