4
The AI Ecosystem: Putting the Pieces Together
Introduction
Whether you’re a product manager, machine learning engineer, CEO, or even just someone who has the urge to build things, by the time you get to the part where you’re actually designing an AI-enabled product or feature, you run into a question that everyone faces: How in the world do I turn raw AI power into a usable, delightful experience?
The past few chapters have focused on individual components of what makes most AI features great, including these:
An understanding of the different types of LLMs (autoencoding versus autoregressive) and what kinds of tasks they excel at
Seeing how closed- and open-source LLMs can work together in applications like semantic search
Getting the most ...
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