A voice-based AI system that enables farmers to access agricultural guidance through phone calls using telephony integration and retrieval.

• Built voice interaction through Twilio telephony integration.
• Implemented BM25 retrieval engine for agricultural knowledge queries.
• Designed for real-time query responses for non-technical rural users.
• Integrated speech models for voice-to-text and text-to-speech.