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Book Overview & Buying
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Table Of Contents
LLMs in Enterprise
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The integration of large language models (LLMs) into business processes represents a significant technological shift, offering massive potential for enhancing productivity, innovation, and customer engagement.
This chapter focuses specifically on strategies for adopting and leveraging LLM technology within enterprises, with an emphasis on fine-tuning pre-trained models and utilizing retrieval-augmented generation (RAG) techniques.
As businesses increasingly recognize the value of generative AI, the demand for AI-powered applications continues to rise. However, the substantial financial costs and technical expertise required to train these models from the ground up aren’t feasible for many organizations. Instead, more accessible approaches, such as utilizing APIs provided by Generative AI leaders like OpenAI, fine-tuning pre-trained models with domain-specific data, and employing intelligent search...