Stream, Process, Embed, Repeat

February 13, 2024

Are you passionate about the latest advancements in unstructured data and longing to dive into the world of LLMs? Look no further! We're thrilled to announce a dynamic meetup that's part of the Zilliz Unstructured Data and LLMs series, designed to ignite your curiosity and enhance your expertise.

Whether you're coding the future as a developer, unraveling data's deepest secrets as a scientist, fueling your passion for innovation, or captivated by the boundless horizons of AI and ML, this meetup is your gateway to an extraordinary confluence of minds and visionaries.

Who will bee 🐝 a star?

Oli Makhasoeva
Oli Makhasoeva
Director of Developer Relations and Operations
Oli is a passionate advocate of open-source software with a background in engineering, consulting, and community building. When not actively contributing to Bytewax, where she leads developer relations, Oli enjoys networking online and in person at meetups, conferences, and forums.


📍 Microsoft Reactor, Redmond

3709 157th Ave NE, Redmond, WA 98052

Feb 13, 2024, 7:50 AM (PST)talk

Stream, Process, Embed, Repeat!

One might think implementing a RAG app is time-consuming. Let's challenge that notion. In less than half an hour, we'll construct a real-time RAG pipeline end-to-end in Python. We'll read HackerNews posts in real time, transform and aggregate data, create embedding, and store them in a vector database. Along the way, we'll take advantage of the Python ecosystem's convenient tools, including unstructured, to extract and transform data coming from HackerNews API, Hugging Face models to create embeddings, and Bytewax to glue everything together into a real-time pipeline. Enjoy a little bit of theory and hands-on practice, resources and code samples to kickstart your own RAG projects!

What other tantalizing offerings are on our agenda?

5:00-5:30 Arrival

5:30-5:40 Introduction

5:40-6:10 Chunking + Embedding for RAG - Yujian Tang

6:15-6:45 Constructing a Multidimensional Vector Database of Images for Behavioral Science - Damon Abraham, PhD

6:50-7:20 Stream, Process, Embed, Repeat - Oli Makhasoeva

7:25-8:00: Networking

  • Oli Makhasoeva
    Oli Makhasoeva
    Director of Developer Relations and Operations

Shout-out to the hosts!

Warm thanks to AICamp, Zilliz, and The Milvus Project for their exceptional effort in hosting this event.