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The Art of Production Quality Retrieval – Chang She, LanceDB
Retrieval is a critical part of AI agents and applications. But making AI compelling and production quality requires more than just simple vector search.
In this talk, we will walk through the anatomy of a production retrieval system and discuss the following questions:
1. What are the common methods of retrieval and what are their strengths and weaknesses?
2. How to combine the results from multiple search methods?
3. How to generate features that yield better search results?
4. How to know you’re improving things with each change?
From this talk you’ll be able to get an overview of the retrieval challenges AI teams solve when building AI applications at scale.
