Name: Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation
Start: 2024-07-15T12:00:00-04:00
End: 2024-07-15T13:00:00-04:00
Location: Online

**RSVP Webinar**: [https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154](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](https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154)

**Zoom link**: [https://us02web.zoom.us/j/82308186562](https://us02web.zoom.us/j/82308186562)

**Related Links**
Generative AI Free Course on DeepLearning.ai: [https://bit.ly/gllm](https://bit.ly/gllm)
O'Reilly Book: [https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225](https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225)
Website: [https://generativeaionaws.com](https://datascienceonaws.com/)
Meetup: [https://meetup.generativeaionaws.com](https://meetup.generativeaionaws.com)
GitHub Repo: [https://github.com/generative-ai-on-aws/](https://github.com/generative-ai-on-aws/)
YouTube: [https://youtube.generativeaionaws.com](https://youtube.generativeaionaws.com)

Antje Barth

Chris Fregly

AI Performance Engineering Meetup (New York)

Technology

Data Mining

Real Time Analytics

Cloud Computing

Big Data

Predictive Analytics

Software Development

Computer Programming

Business Intelligence

Business Intelligence & Data Warehousing

Data Analytics

High Scalability Computing

Distributed Systems

PyTorch

Kubernetes

Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation

Online

Share

AI Performance Engineering Meetup (New York)

Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation

AI Performance Engineering Meetup (New York)

Details

Members are also interested in