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Farm Agent (RAG Chatbot)

Farm Agent is an AI-powered chatbot designed specifically for Vietnamese farmers. Using Retrieval-Augmented Generation (RAG) technology, it combines large language models with a curated knowledge base of agricultural information. The agent can answer questions about crop care, pest control, fertilization, weather impacts, and farming best practices. It integrates with our Knowledge Graph to provide accurate, context-aware responses.

View Source Code
Farm Agent (RAG Chatbot)

Tech Stack

AI/ML
LangChainOpenAI GPT
Database
Neo4jChromaDB
Backend
FastAPIPython

Key Features

Natural language understanding in Vietnamese
Context-aware multi-turn conversations
Integration with Knowledge Graph
Real-time data access (weather, farm data)
Treatment and fertilization recommendations

Try It Live

Farm Agent

Your AI Agricultural Assistant

Hello! 👋 I'm Farm Agent, your AI-powered agricultural assistant. I can help you with: 🌱 **Crop Care** - Planting, growing, harvesting tips 🦠 **Disease Detection** - Identify and treat plant diseases 💧 **Irrigation** - Smart watering recommendations 🌡️ **Weather** - Impact on your crops 📊 **Planning** - Seasonal activity schedules How can I assist you today?

Suggested Questions:

This is a demo with simulated responses. Connect to our API for real AI assistance.

LangChainRAGNeo4jLLM

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