Maven

Doug Turnbull

In this course, you'll learn how to enhance your search engine's relevance using Large Language Models (LLMs). The course covers query and document understanding, deploying LLMs to production, and making unstructured search structured. You'll gain insights into modern search techniques, helping your team achieve better outcomes faster.

Cheat at Search with LLMs

Learn how to correct queries using Large Language Models to improve search accuracy.

Week 1: Query corrections with LLMs

Explore zero shot query understanding techniques to enhance search relevance.

Week 2: Zero shot query understanding with LLMs

Understand few shot query understanding to improve search outcomes.

Week 2: Few shot query understanding

Gain insights into content understanding to make search more relevant.

Week 2: Content understanding

Learn how to model similarity to enhance search results.

Week 3: Modeling similarity

Explore two tower embedding models for better search relevance.

Week 3: Two tower embedding models

Understand hybrid search techniques combining lexical and vector retrieval.

Week 3: Hybrid Search

Learn how to use LLMs as a judge to improve search ranking.

Week 4: LLM as a judge

Explore using LLMs as a pairwise ranker for better search outcomes.

Week 4: LLM as a judge/pairwise ranker

This course offers a practical approach for search teams to adopt LLMs to improve search. Learn how to drive relevant, profitable search results quickly and efficiently, without needing a PhD.

Eager to evolve that crufty-old search engine towards a modern approach.

Search teams

Eager to get a fast start with a modern approach to search, sidestepping old, outdated practices.

Search startups

Excited to organize their work in a way aligned with modern approaches to Relevant Search.

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Cheat at Search with LLMs

Overview

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