Exploring the Horizon: LLMs and the Future of AI Search

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Presented by

Jason McCullagh

About this talk

In the rapidly evolving landscape of enterprise search, large language models (LLMs) have emerged as powerful tools, promising unparalleled capabilities in information retrieval and knowledge management. However, as organizations increasingly integrate LLMs into their search ecosystems, a critical question arises: Have LLMs hit their peak when it comes to enterprise content search? This talk aims to unravel the current state of LLMs in the context of enterprise search, dissecting their successes and limitations. Listeners will gain valuable insights into the practical applications of LLMs in enhancing search functionalities within diverse corporate environments. We will explore case studies highlighting the successes and challenges faced by organizations leveraging LLMs for information retrieval, knowledge discovery, and content recommendation. The discussion will extend beyond the capabilities of LLMs to address issues such as privacy, security, and the adaptability of these models to specific industry needs. Upland BA Insight’s enterprise search expert will share his perspectives on the future of enterprise content search, considering the potential advancements, alternative approaches, and the evolving requirements of modern businesses.
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BA Insight, from Upland Software, is an enterprise AI search solution and the catalyst for your AI evolution. Leveraging advanced search, machine learning, and NLP, BA Insight harnesses your unstructured data, expediting retrieval, slashing manual efforts, and supercharging your team’s productivity. Backed by over a decade of expertise, our team delivers a mature AI search solution, seamlessly integrating with diverse repositories and knowledge systems. With BA Insight, you’ll consolidate scattered data sources and ensure only the data you want is fed into your Gen AI engine. BA Insight, where innovation meets intelligence.