Cover Image for Unstructured Data Meetup SF with AWS, Milvus, and Hasura

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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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Generative AI San Francisco and Bay Area

Unstructured Data Meetup SF with AWS, Milvus, and Hasura

Name: Unstructured Data Meetup SF with AWS, Milvus, and Hasura
Start: 2025-02-26T17:30:00.000-08:00
End: 2025-02-26T20:30:00.000-08:00
Location: San Francisco, California

Unstructured Data Meetup

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San Francisco, California

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About Event

This is an in-person event! Registration is required to get in. Please bring your ID to the event to be checked in.

Topic: Connecting your unstructured data with Generative LLMs

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
6:00 - 6:20 - Stefan Webb, Combining Lexical and Semantic Search with Milvus 2.5
6:20 - 6:40 - Arnab Sinha & Jean Malha, Come learn about Bedrock’s Latest feature: Bedrock Data Automation (Preview) to simplify processing unstructured data
6.40 - 7:00 - Anushrut Gupta, Pushing AI's accuracy on unstructured data to 100% with PromptQL
7:00 - 8:30 - Milvus Office hours and networking

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

Tech Talk 1: Combining Lexical and Semantic Search with Milvus 2.5
Speaker: Stefan Webb, DevRel, Zilliz
Abstract:
In short, lexical search is a way to search your documents based on the keywords they contain, in contrast to semantic search, which compares the similarity of embeddings. We’ll be covering:

Why, when, and how should you use lexical search
What is the BM25 distance metric
How exactly does Milvus 2.5 implement lexical search
How to build an improved hybrid lexical + semantic search with Milvus 2.5

Tech Talk 2: Come learn about Bedrock’s Latest feature: Bedrock Data Automation (Preview) to simplify processing unstructured data
Speakers: Arnab Sinha (Senior Solutions Architect) & Jean Malha (Senior Specialist Solutions Architect), AWS Bedrock
Abstract: Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured content—such as documents, images, video, and audio. Come learn how BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.

Tech Talk 3: Pushing AI's accuracy on unstructured data to 100% with PromptQL
Speaker: Anushrut Gupta, Product Lead, Generative AI, Hasura
Abstract: Explore a next-gen approach with dynamic query planning, programmatic runtime and structured memory that dramatically outperforms traditional RAG techniques. Learn how this approach transforms the integration of unstructured data—from vector databases and text corpora to large-scale document repositories—delivering 100% accuracy in benchmarks and ensuring robust, repeatable, and scalable results.

When:
Feb 26, 2025
5:30PM

Where:
This is an in-person event! Registration is required to get in. Registration will close 2 days before the event. Sponsored by Zilliz (maintainers of Milvus). Special thanks to AWS for the venue and support.

Location

Please register to see the exact location of this event.