Hackathon Alert - AI Developers

Build with MariaDB Vector + Python.

Submit your AI project idea by March 31, demo it at Helsinki Python Meetup in May.

Join via https://helsinki-python.github.io/discord
https://mariadb.org/ai-hackathon/

Transforming PostgreSQL Search: Meet VectorChord-BM25, the 3x Faster Alternative to ElasticSearch

VectorChord-BM25 is set to redefine full-text search in PostgreSQL, integrating advanced BM25 ranking for smarter and faster results. This new extension promises to enhance the search experience, achi...

https://news.lavx.hu/article/transforming-postgresql-search-meet-vectorchord-bm25-the-3x-faster-alternative-to-elasticsearch

Store and compare embeddings with #MariaDB Vector Search

https://www.youtube.com/shorts/62Gitdx3uO0

Scale vector search without breaking the bank! @OpenSearchProject introduces disk-based vector search, combining efficient quantization with secondary storage to reduce RAM usage while maintaining accuracy.

Read more: https://opensearch.org/blog/Reduce-Cost-with-Disk-based-Vector-Search/
#OpenSearch #VectorSearch #AI

via @dotnet : Announcing Chroma DB C# SDK

https://ift.tt/UXHGRPJ
#ChromaDB #CSharpSDK #AIApplications #DotNet #SemanticSearch #VectorSearch #OpenSource #Database #RetrievalAugmentedGeneration #ChromaClient #NuGet #Docker #Azure #DataCommunity #Developers #TechAn…

Take your #crypto analysis to the next level! Part 2 of our guide to crypto news aggregation explains how to use advanced features like KNN and #VectorSearch to spot market patterns and predict trends.
https://www.dragonflydb.io/blog/crypto-news-aggregation-with-dragonfly-part-02

OpenSearch 2.19: AI-Powered Search Gets Better!

Big updates for vector search, AI & storage efficiency:

60% less memory use for k-NN vectors
90% smaller storage with binary vectors for Lucene
Faster similarity search via Faiss & cosine similarity
Pluggable storage for flexible scaling
OpenSearch Flow for easy data pipelines

More details: https://opensearch.org/blog/explore-OpenSearch-2-19/

Trivia What's the output of this #MariaDB 11.7 vector search? Extra points if you include a screenshot of the result.

Learn more: https://dzone.com/articles/vector-storage-indexing-and-search-with-mariadb

Exploring Client-Side Retrieval-Augmented Generation: A Game Changer for Privacy-Focused Applications?

The rise of client-side Retrieval-Augmented Generation (RAG) is stirring curiosity among developers. Can this innovative approach effectively scale vector search and manage embeddings while addressing...

https://news.lavx.hu/article/exploring-client-side-retrieval-augmented-generation-a-game-changer-for-privacy-focused-applications

Elevating Vector Search: Harnessing ColBERT Rerank in PostgreSQL

Discover how ColBERT's innovative token-level multi-vector representation is transforming vector search capabilities in PostgreSQL. By integrating advanced reranking techniques, developers can enhance...

https://news.lavx.hu/article/elevating-vector-search-harnessing-colbert-rerank-in-postgresql

Unlocking Research Efficiency: Meet Notate, the AI-Powered Desktop Research Assistant

In the ever-evolving landscape of research and knowledge management, Notate emerges as a game-changer. This powerful desktop assistant leverages AI-driven analysis and advanced vector search technolog...

https://news.lavx.hu/article/unlocking-research-efficiency-meet-notate-the-ai-powered-desktop-research-assistant

𝐀𝐈 + 𝐄𝐝𝐠𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐢𝐧𝐠 = enhanced privacy, faster response times, offline capabilities, and reduced costs & CO2 emissions

However, local AI on the edge has its challenges: data storage, processing, and data synchronization in a decentralized setup and a highly fragmented device market...

In our latest article, we explore Edge AI ( vs. Cloud AI), its benefits and challenges, and why the database choice is critical.

Learn how databases are powering the next generation of Edge AI
https://objectbox.io/empowering-edge-ai-the-critical-role-of-databases/

Learn how to build a modern e-commerce platform that leverages #vectorsearch capabilities using Tembo's VectorDB Stack, so that users can find products using natural language prompts: https://tembo.io/blog/vector-search-ecommerce-app #PostgreSQL

The first local Vector Database for Mobile, IoT & Embedded Devices is here for C++

Fast, object-oriented, no ORM
On-device Vector Search
Out-of-the-box Data Sync

We’d love your feedback

https://objectbox.io/the-embedded-database-for-cpp-and-c/

Use our generous Free Trial to build an Image Search Engine on top of #PostgreSQL: https://tembo.io/blog/image-search #vectorsearch

Missed the opening keynote at #OpenSearchCon North America 2024? No problem! Learn about the history of the OpenSearch Project, exciting use cases like GenAI-assisted search, & the bright future of #opensource software. Watch the full keynote: https://buff.ly/3YxOXCG #OpenSearch #VectorSearch #GenerativeAI

It's a busy week ahead!

KCD London today (Tuesday) and Wednesday on the Elastic booth.
Elastic meetup in Birmingham on Thursday; register below to hear about #elasticsearch, #vectorsearch and #kafka:
https://www.meetup.com/london-elastic-fantastics/events/303603643/

Speaking at TechMids on Friday!
https://conf.techmids.io/speakers/CarlyRichmond

If you're around, come and say hi!

Find out how to build an image search engine on #PostgreSQL: https://tembo.io/blog/image-search #vectorsearch

https://turso.tech/blog/the-space-complexity-of-vector-indexes-in-libsql
#vectorsearch index space complexity

https://youtu.be/BkNqu51et9U?si=txbIiu7ROybgPj3B #vectorsearch for #rag pipelines with #metadata