Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation
Details
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #0: Introduction
by Chris Fregly (Principal SA, Generative AI) and Antje Barth (Principal Developer Advocate, Generative AI @ AWS)
Talk #1: Multimodal RAG with Milvus + Ray Data + UForm tiny encoders
by Christy Bergman @ Zilliz
We've seen an influx of powerful multimodal capabilities in many LLMs. In this talk, I'll vectorize a dataset of images and texts into the same embedding space, store them in Milvus, retrieve all relevant data using multilingual texts and/or images and input multimodal data as context into GPT-4o.
Speaker Bio: Christy Bergman is a passionate Developer Advocate at Zilliz. She enjoys creating demos, tutorials, speaking, organizing events, and helping people learn about Unstructured Data and AI. Before Zilliz, Christy worked in distributed computing at Anyscale and as a Specialist AI/ML Solutions Architect at AWS.
Talk #2: Prompt, Model, and Multi-Agent Optimization with DSPy
by Alejandro Herrera (Solution Architect @ Snowflake)
Talk #3: Model Optimization, Pruning, and Distillation for Faster Model Inference
by Shelbee Eigenbrode (Principal SA, Gen AI @ AWS,
co-author of Generative AI on AWS by O'Reilly)
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: [https://generativeaionaws.com](https://datascienceonaws.com/)
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com
Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation