December 2023
Intermediate to advanced
376 pages
9h 15m
English
Content preview from Generative AI with LangChain
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10
The Future of Generative Models
In this book, so far, we have discussed generative models for building applications, and we have implemented a few simple ones – for example, for semantic search, for content creation, customer service agents, and assistants for developers and data scientists. We have explored techniques such as tool use, agent strategies, semantic search with retrieval augmented generation, and the conditioning of models with prompts and fine-tuning. In this chapter, we’ll deliberate on where this leaves us and where the future leads us. We’ll consider the weaknesses and socio-technical challenges of generative models, and strategies for mitigation and improvement. We’ll discuss value creation opportunities, where unique customization ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.