VECTIQ
← All projects
AI servicesBETAHAS DEMO

Farm Agent (RAG Chatbot)

Intelligent agricultural advisory chatbot using Retrieval-Augmented Generation with Vietnamese knowledge base

Farm Agent (RAG Chatbot)

Overview

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.

Interactive demo

Generative AI

Farm Agent

AI agricultural assistant — ask about crops, disease, fertiliser, irrigation.

Farm Agent
Hello, I'm Farm Agent — an AI agricultural assistant. I can help with: - Crop care: planting, tending, harvesting - Plant disease: identification and treatment - Irrigation: weather-aware recommendations - Planning: seasonal activity schedules What would you like to ask?
Suggested questions

Replies in this demo are scripted by question topic. Connected to the live Farm Agent service, answers are generated by the model over agricultural knowledge.

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

Tech stack

LangChain · aiOpenAI GPT · aiNeo4j · databaseChromaDB · databaseFastAPI · backendPython · backend

Solutions