Category: Vector
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What do you expect from vector storage in databases?
We’re no mind readers, so from time to time, we like to do polls. Polls are quantitative in nature, so coming up with the right question is not enough – we need to do a bit of mind reading in coming up with the alternatives.
Quick development of text based RAG apps
Our hypothesis was that RAG is the cool thing to do with vector based databases, and specifically text based RAG. The conference talks we’ve given on MariaDB Vector […]
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MariaDB Day Sat 1 Feb 2025 in Brussels
We have the date, we have the place , we have the theme! So we ask you to save the date.
Date: Saturday 1 Feb 2025 (10:00-17:00)
Place: Brussels, SQ Lily-Rose, Avenue Arnaud Fraiteur 15-23, close to FOSDEM
Theme: Vectors, RAG and all things new in MariaDB Server
Registration: Please register here with Meetup
With the Open Source community convening for FOSDEM, we have noted Brussels during the first weekend of February is a great time to meet, chat, and […]
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Try RAG with MariaDB Vector on your own MariaDB data!
The day has come that you have been waiting for since the ChatGPT hype began: You can now build creative AI apps using your own data in MariaDB Server! By creating embeddings of your own data and storing them in your own MariaDB Server, you can develop RAG solutions where LLMs can efficiently execute prompts based on your own specific data as context.
Why RAG?
Retrieval-Augmented Generation (RAG) creates more accurate, fact-based GenAI answers based on data of your own […]
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Announcing the MariaDB Vector Bounty Program!
Today, we are excited to announce a new fund to help give MariaDB Vector a high-quality integration into as many LLM frameworks as possible. This means that you can get rewarded for integrating MariaDB Vector into a known framework! This program will run until the end of February 2025.
How it will work
An example of a previous upstreamed integration can be found in the LlamaIndex repository.
Rules and information
The bounty for each completed project will be paid €1500. […]
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Intel improving the performance of MariaDB Vector
As you have probably seen in earlier posts, the preview version of MariaDB Vector is out and ready for you to play with. We have had input from several different places during the development of this feature. This, of course, includes hardware manufacturers such as Intel.
In the background, Intel have been prototyping using AVX512 instructions for dot product and bloom filter. Both of these are functions are part of vector searches. If you haven’t heard of these terms, let […]
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MariaDB ServerFest Berlin 17 Sep 2024
Come join us in Berlin, on Tue 17 Sep 2024! It’s time for our next MariaDB Server Fest, which we invite you to enjoy in person or virtually.
MariaDB Server Fests are the events where MariaDB Foundation and friends celebrate and share the latest new happenings in the world of MariaDB Server. And Berlin is a great place to be – to work in, to travel to, to meet in.
Welcome to Berlin!
The physical event is hosted by MariaDB Foundation’s […]
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Amazon contributes to MariaDB Vector
MariaDB Vector preview was recently released, bringing much awaited Vector Search functionality to MariaDB Server. One of the major open source contributors to MariaDB Vector has been Amazon. To share the excitement and get an inside view about what it’s like to contribute to MariaDB Server, I had a chat with software engineer Hugo Wen on the Amazon RDS team.
Hugo’s contributions to MariaDB Vector
Hugo Wen’s work on vector similarity search in MariaDB and MySQL started when Amazon’s leadership identified […]
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Finally here: MariaDB Vector Preview!
We’re here, we’re open source, and we have RDBMS based Vector Search for you! With the release of MariaDB 11.6 Vector Preview, the MariaDB Server ecosystem can finally check out how the long-awaited Vector Search functionality of MariaDB Server works. The effort is a result of collaborative work by employees of MariaDB plc, MariaDB Foundation and contributors, particularly from Amazon AWS.
Previously on “MariaDB Vector”
If you’re new to Vector, this is what’s happened so far:
The main point: MariaDB […]