Projects Playground Blog Timeline Get in touch
LLM · RAG · Fine-tuned
Agri Domain Chatbot

A LLaMA 3 8B model fine-tuned on agricultural data — crop science, livestock management, and Karnataka farming practices. Ask it anything in English, Hindi, or Kannada.

LLaMA 3 8B LoRA RAG EN / HI / KN
~2s first token · No login needed
Try asking
What crops suit black cotton soil in Karnataka?
Signs of milk fever in dairy cattle
Best rabi crops for drip irrigation
ಕರ್ನಾಟಕದಲ್ಲಿ ಉತ್ತಮ ರಬಿ ಬೆಳೆಗಳು
What crops suit black cotton soil in Karnataka during kharif season?
Black cotton soil (Vertisols) in Karnataka has excellent water retention and is highly suitable for kharif cultivation. The top recommended crops are:

1. Cotton — the classic choice; thrives in moisture-retentive Vertisols
2. Soybean — increasingly popular in North Karnataka districts
3. Jowar (Sorghum) — drought-tolerant, ideal for rain-fed conditions
4. Sunflower — high oil content, good market linkages in Karnataka
For rain-fed black soil in Bidar or Kalaburagi districts, I'd also recommend
Generating response...
Works in English · हिंदी · ಕನ್ನಡ · Responses grounded in agricultural literature
🌾 Crop science & agronomy
🐄 Livestock & cattle health
🌧 Weather & irrigation
📊 Market & price trends
🗺 Karnataka-specific knowledge
Perplexity8.1
First token~1.8s
Context8K tokens
Read the fine-tuning blog post →
View GauSwastha project →