YoVDO

Vector Search Over Complex Semi-Structured Data

Offered By: Databricks via YouTube

Tags

Vector Search Courses Recommender Systems Courses Databricks Courses Embeddings Courses Semantic Search Courses Retrieval Augmented Generation (RAG) Courses

Course Description

Overview

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Explore the intricacies of implementing vector-powered systems in production through this 21-minute conference talk by Daniel Svonava, CEO of Superlinked. Delve into the challenges of combining large pre-trained models for unstructured data with models trained on structured data. Learn how to express objectives when formulating search vectors and build effective feedback loops. Discover the design principles behind production-grade vector-powered systems that are easy to control, deploy, and powerful enough to meet user needs. Gain insights into how Superlinked enhances Vector Search accessibility within the Databricks ecosystem. After the talk, access additional resources like the LLM Compact Guide and Big Book of MLOps to further expand your knowledge in this field.

Syllabus

Vector Search Over Complex Semi-Structured Data


Taught by

Databricks

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