Presented by:

2a8f6015644afb29075f7fcfd191fb02

Floor Drees

from Aiven

Floor is an art school graduate, who stumbled into tech face-first. Currently a Staff Community Program Manager at Aiven, previously she worked in Developer Relations roles at Grafana Labs and Microsoft. Floor is a Devopsdays Core member, and organizes the Devopsdays Amsterdam and Eindhoven conferences. She's a Microsoft MVP for Developer Technologies, and organizes a bunch of meetups, including the Open Source Data Infrastructure meetup in Amsterdam.

No video of the event yet, sorry!

PostgreSQL may not be the first thing that comes to mind when we think about AI, but it's becoming increasingly important for a growing number of users. In this talk, we'll take a look at the current state of AI and explain why PostgreSQL has a potential to play a key role in it. We'll start by exploring workflows and architectures, from the traditional Machine Learning approach of training and forecasting to the modern Generative AI techniques of fine-tuning and prompt engineering. In this step, we'll show how PostgreSQL can serve as a data source.

Moving forward, you’ll see how feeding the AI pipeline back to PostgreSQL can lead to accurate and consistent inference. Finally we'll look into how AI can help PostgreSQL users improve performance pattern discovery, optimize indexing, and suggest query optimizations. As AI continues to become a bigger part of every company, this session will help you to make sure PostgreSQL and your implementations remain relevant on this journey.

Date:
2024 February 29 - 11:35
Duration:
40 min
Room:
Grand Victoria A
Conference:
PGConf India, 2024
Language:
Track:
Application Developer
Difficulty:
Easy

Happening at the same time:

  1. pg_upgrade like a boss!
  2. Start Time:
    2024 February 29 11:35

    Room:
    Grand Victoria B

  3. Incremental Materialized Views 101
  4. Start Time:
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    Room:
    Robusta + Arabica