Farm AI Assistant

RAG-powered AI assistant for smart farm management

Python FastAPI OpenAI ChromaDB RAG Docker Kubernetes

Overview

An AI-powered farm management assistant built with FastAPI and OpenAI. Features a full RAG pipeline that ingests WhatsApp conversation history to provide context-aware farming advice. Includes document chunking, vector search with ChromaDB, and context augmentation for accurate, source-backed responses. Deployed with Docker and Kubernetes on cloud infrastructure.

Highlights

RAG pipeline with WhatsApp chat ingestion
Vector search using ChromaDB embeddings
Context-augmented LLM responses with source attribution
Farm performance analysis endpoint
Kubernetes deployment with auto-scaling
React Native mobile app integration via CORS