Papers with AgTech
BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers (2025.coling-demos)
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| Challenge: | Generic Large Language Models (LLMs) are useful for information retrieval but often hallucinate and fail to deliver tailored solutions to the specific needs of beef producers. |
| Approach: | They propose to use Retrieval-Augmented Generation and fine-tuning to build a chatbot for beef producers that retrieves latest agricultural technologies and scientific insights. |
| Outcome: | The proposed chatbot retrieves latest agricultural technologies, practices and scientific insights to provide rapid, domain-specific advice. |