Awesome AI Dev Tools 2024 | Luma | 20 May 2024 | GitHub, 88 Colin P Kelly Jr St, San Francisco, CA 94107, USA
Venue
GitHub
GitHub, 88 Colin P Kelly Jr St, San Francisco, CA 94107, USA
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| Event Date |
Mon May 20 MDT (about 1 year ago)
In your timezone (EDT): Mon May 20 2:00am - Mon May 20 2:00am |
| Location |
GitHub
88 Colin P Kelly Jr St, San Francisco, CA 94107, USA |
| Region | Americas |
Details
With evolving Generative AI workflows, versioning needs to adapt. This era relies on vast unstructured data—images, videos, audio, MRI scans, and more—scaling into billions of objects. Managing this, along with resource-intensive model scoring, poses unique challenges. In this talk, we'll explore data versioning for Generative AI, focusing on minimizing processing time and API calls like ChatGPT, leading to cost savings. We'll also discuss sharing datasets for collaboration and recent transformations in data versioning, such as annotations and embeddings. These insights offer a deep dive into the changing data management landscape in Generative AI.
Speakers
2024 Speakers
HOST:
Yujian Tang
Senior Developer Advocate, Zilliz
SPEAKERS:
Laurie Voss
VP of DevRel, LlamaIndex
Dmitry Petrov
CEO/Founder, DVC.ai
Sponsors & Partners
2024 Sponsors
• Alluxio