Behind the Scenes of Enterprise AI: Powering AI Assistants
Blog post from Cohere
Avoiding the challenges associated with generative AI projects requires dedicated oversight, which may lead to the emergence of new leadership roles such as Head of Gen AI Transformation. As proof-of-concept projects transition to full-scale production, businesses must address cross-functional and organizational challenges to maximize the benefits of AI assistants. Cohere offers a framework for integrating private datastores with its large language models, boasting over 100 connectors and enabling Retrieval-Augmented Generation (RAG) for enterprises. Neil Thompson from MIT discusses scaling AI within enterprises, emphasizing the importance of efficiency and flexibility. Developers can learn to use Cohere's latest connector mode for secure data access through Cohere Chat. In 2023, Cohere For AI, a non-profit research lab, published 30 cutting-edge machine learning papers in collaboration with over 40 institutions. Cohere's CEO, Aidan Gomez, participated in a discussion at Davos with prominent AI figures about generative models, exploring potential advancements in the field.
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