Can I read AI-Powered Search on EtoBox?

AI-Powered Search by Trey Grainger, Doug Turnbull, Max Irwin is a nonfiction available to read on EtoBox.

What is AI-Powered Search about?

Apply cutting-edge machine learning techniques—from crowdsourced relevance and knowledge graph learning, to Large Language Models (LLMs)—to enhance the accuracy and relevance of your search results. Delivering effective search is one of the biggest challenges you can face as an engineer. AI-Powered Search is an in-depth guide to building intelligent search systems you can be proud of. It covers the critical tools you need to automate ongoing relevance improvements within your search applications. Inside you’ll learn modern, data-science-driven search techniques like • Semantic search using dense vector embeddings from foundation models • Retrieval augmented generation (RAG) • Question answering and summarization combining search and LLMs • Fine-tuning transformer-based LLMs • Personalized search based on user signals and vector embeddings • Collecting user behavioral signals and building signals boosting models • Semantic knowledge graphs for domain-specific learning • Semantic query parsing, query-sense disambiguation, and query intent classification • Implementing machine-learned ranking models (Learning to Rank) • Building click models to automate machine-learned ranking • Gener

Who reads AI-Powered Search?

Author

Trey Grainger, Doug Turnbull, Max Irwin

Publisher

Manning Publications Co. LLC

Published

2024

Language

EN

ISBN

9781617296970

Category

nonfiction

Subjects

Computer Science, Stem