jayeshbhandarkar/AgriGenius
AgriGenius: AI-Powered Agriculture Chatbot is a Python web application designed to empower farmers with information accessibility. AgriGenius leverages a Retrieval-Augmented Generation model to address farmer's agricultural queries with precise answers.
Builds a vector store from web-scraped and PDF agricultural content using Chroma, then chains it with Llama-2-70b via the Together API to enable context-aware question answering. Deployed as a Flask web application with dual data ingestion pipelines for dynamic knowledge base updates. Supports multi-document retrieval to synthesize answers across diverse agricultural sources.
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Sep 06, 2024
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