Eye On A.I.

#153 Ed Anuff: Unpacking AI's Role in Data Management

Nov 12, 2023
Ed Enuff, Chief Product Officer at DataStax, discusses the integration of AI in vector databases like Cassandra and the challenges and opportunities it presents. They explore the role of data management in relation to AI, including labeling, storage, and retrieval mediums. The concept of retrieval augmented generation (RAG) is explored to eliminate hallucinations in language models. The chapter also highlights AstraDB, a cloud product built on Cassandra, and the importance of benchmarks in evaluating database relevancy.
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1
Introduction
00:00 • 3min
2
Introduction of Vector Databases in DataStacks
03:08 • 12min
3
Data Management and AI
15:07 • 9min
4
Retrieval Augmented Generation and Eliminating Hallucinations in Language Models
23:57 • 5min
5
AstraDB: Cloud Product and Self-Managed Software
29:25 • 26min
6
The Importance of Benchmarks and Relevancy in Database Evaluation
55:21 • 2min
7
Unpacking AI's Role in Data Management
57:24 • 2min