Open Source Advent is Ending, Pipelines are now on Zilliz Cloud, Evaluate Vector Databases, Looking at 2024, and Events!
To wrap up 2023, here are some resources and a sneak peek into the new year!

Open Source Advent is Ending, Pipelines are now on Zilliz Cloud, Evaluate Vector Databases, Looking at 2024, and Events!

In this issue:?

  • Open Source Advent?
  • Zilliz Cloud Pipelines?
  • How to evaluate a vector database?
  • Looking ahead to 2024?
  • Zilliz at recent events?
  • TruEra Hackathon?
  • Upcoming January events?

??? Open Source Advent

There are still a few days left of Zilliz’s Open Source Advent! Did you know that the projects can be done in 30 minutes? Check all the projects in our Contest Discord.?

Get your points submitted here by January 2nd, 2024 for a chance to win swag! Winners will be announced on January 8th, 2024. Good luck!


?? Zilliz Cloud Pipelines - high-quality vector transformation made easy and fast?

High-quality vector transformation made easy and fast?

Zilliz Cloud Pipelines is a one-stop solution designed to simplify and streamline the transformation of unstructured data into optimized vector embeddings.

With Zilliz Cloud Pipelines, developers can:

1. Use an ingestion pipeline to process unstructured data into searchable vector embeddings

2. Use a search pipeline to enable semantic search by converting query text into vector embeddings

3. Use a deletion pipeline to efficiently remove all chunks of a specified document from a collection

?? Read Blog

?? Watch Demo

?? Notebook using Pipelines inside LlamaIndex

If you are interested in trying it, you can get started for free here.?


?? Choosing a vector database based on your needs

How to evaluate a vector database by Li Lu, Principal Engineer at Zilliz. Photo creds: kohb / Getty Images

Check out this new article on InfoWorld How to evaluate a vector database by Li Liu , Principal Engineer at Zilliz. He deep-dives into the top 3 metrics when assessing a vector database: scalability, functionality, and performance. Read about these crucial metrics and learn more here.?


?? Looking ahead to 2024?

2023 was the “year of AI” with large language model advancements and the retrieval augmented generation boom. More companies started using AI in real-world applications leading to improvements in efficiency, accuracy, and personalization. AI was also a main topic of discussion at major conferences and events, highlighting its growing importance and impact on society.?

Share your 2024 AI resolutions on this LinkedIn post ??


?? Zilliz at recent events


?? TruEra Hackathon??

TruEra held a hackathon from Dec 1-Dec 8 with over 3,000 participants!

Thank you for submitting your concepts, prototypes, and pitches using Zilliz at the TruEra Hackathon! If you participated, stay tuned for the winners and finalists! The winner announcement stream will be live on Twitch in early January.??


??? Mark Your Calendar for January Events

January 11? - Vector Database 101: A Crash Course (virtual)?

If learning about vector databases is on your 2024 to-do list, consider this your crash course ??

Need a refresher on vector databases in 2024? Hear from Yujian Tang at our crash course webinar on January 11 covering vector database use cases and more!?

Crash Course topics include:

  • Why unstructured data is hard to work with
  • An overview of common use cases that benefit from vector databases
  • How to get your unstructured data into a vector database
  • What to consider when evaluating and building your own vector database
  • How to avoid common mistakes when getting started with a vector database

Register here.


January 16 - Unstructured Data Meetup SF (in-person)?

Join us for a night of food, networking, talks, and more!

Zilliz will be back at GitHub in San Francisco for our monthly Unstructured Data Meetup on January 16! Join us to learn about the following topics:

?? How to extract Tabular Data from PDFs for RAG Pipelines using Milvus with Jack Retterer

?? Vector Search in the Age of OpenAI Assistants using Milvus with Christy Bergman ?

?? Are CPUs Enough? A Review Of Vector Search Running On Novel Hardware with George Williams

Register here: https://lu.ma/vq31dazy?


January 30-31 - Epic AI Dev Summit (virtual)

Yujian Tang will be speaking at Epic AI Dev Summit, a 2-day online conference! This conference is great for AI developers, data scientists, engineers, CTOs and tech team leads to learn how to introduce the newest technologies to your work.?

Get tickets here!


See you in the new year! ??


?

Sachi Tolani

Marketing Coordinator @ Zilliz (creators of Milvus, world's most popular open-source vector database) | Creative thinking and Innovation | Content Creation | Project Management

1 年

The Drake meme ??

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