

#003 AI Inside Your Database, Real-Time AI, Declarative ML/AI
7 snips Apr 19, 2024
Learn how SuperDuperDB simplifies AI integration into databases, enabling real-time computation for instant data updates. Explore the benefits of embeddings and classifications, future plans for AI-powered databases, and the framework for configuring AI workflows. Discover the challenges in computing embeddings, handling text chunks, declarative machine learning, real-time feature calculation, and advancements in model deployment.
Chapters
Transcript
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1 2 3 4 5 6
Introduction
00:00 • 4min
Challenges and Considerations in Computing Embeddings for Data Storage
03:48 • 21min
Challenges and Solutions in Handling Text Chunks and Vectors in a Database
24:54 • 4min
Declarative Machine Learning in Databases and Recommendation Systems
29:09 • 2min
Real-Time Feature Calculation and Model Building Functionalities
30:48 • 2min
Advancements in Model Deployment and Project Contribution
32:20 • 4min