Cover Image for Unstructured Data Meetup South Bay Edition

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meetups for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs. This meetup is sponsored by Zilliz.

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Unstructured Data Meetup South Bay Edition

Name: Unstructured Data Meetup South Bay Edition
Start: 2024-07-23T17:30:13.857-07:00
End: 2024-07-23T20:30:13.857-07:00
Location: Palo Alto, California

Unstructured Data Meetup

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Palo Alto, California

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About Event

This is an in-person event! Registration is required in order to get in.

Topic: Connecting your unstructured data with Generative AI

What we’ll do:
Have some food and refreshments. Hear three exciting talks about unstructured data and generative AI.

5:30 - 6:00 - Welcome/Networking/Registration
6:05 - 6:30 - Oz Wasserman, Founder, Opsin
6:35 - 7:00 - Manasi Joglekar, Software Engineer, SAP
7:05 - 7:30 - Frank Liu, Head of AI/ML, Zilliz
7:45 - 8:30 - Networking

Who Should attend:
Anyone interested in talking and learning about Unstructured Data and Generative AI Apps.

Tech Talk 1: Ensuring Secure and Permission-Aware RAG Deployments
Speaker: Oz Wasserman
Abstract: In this talk, we will explore the critical aspects of securing Retrieval-Augmented Generation (RAG) deployments. The focus will be on implementing robust secured data retrieval mechanisms and establishing permission-aware RAG frameworks. Attendees will learn how to ensure that access control is rigorously maintained within the model when ingesting documents, ensuring that only authorized personnel can retrieve data. We will also discuss strategies to mitigate risks of data leakage, unauthorized access, and insider threats in RAG deployments. By the end of this session, participants will have a clearer understanding of the best practices and tools necessary to secure their RAG deployments effectively.

Tech Talk 2: How CXAI Toolkit uses RAG for Intelligent Q&A
Speaker: Manasi Joglekar
Abstract: Manasi will be talking about RAG and how CXAI Toolkit uses RAG for Intelligent Q&A. She will go over what sets CXAI Toolkit's Intelligent Q&A apart from other Q&A systems, and how our trusted AI layer keeps customer data safe. She will also share some current challenges being faced by the team.

Tech Talk 3: Multimodal Embeddings
Speaker: Frank Liu
Abstract: Frank Liu will walk through the history of embeddings and how we got to the cool embedding models used today. He'll end with a demo on how multimodal RAG is used.

When:
July 23, 2024
5:30PM

Where:
This is an in-person event. Registration is required to get into the event. Registration in advance will close 2 days before the event.

This event is co-sponsored by Zilliz (maintainers of Milvus) and SAP

Location

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