#vectordatabase — Public Fediverse posts

Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

via @dotnet : Vector Data in .NET – Building Blocks for AI Part 2

https://ift.tt/VtJUvye
#VectorData #NET #AI #BuildingBlocks #SemanticSearch #RAG #Embedding #Embeddings #VectorDatabase #Qdrant #Redis #CosmosDB #SQLServer #PostgreSQL #SQLite #InMemory #VectorSto…

Did you know? Our pgedge-vectorizer tool (on GitHub: https://github.com/pgEdge/pgedge-vectorizer) automatically chunks text content and generates vector embeddings with the help of background workers.

OpenAI, Voyage AI, and Ollama are supported as embedding providers, and a simple SQL interface allows you to enable vectorization on any table. (There’s even built-in views and functions for monitoring queue status.)

#github #opensource #semanticsearch #vector #vectordatabase #openai #ollama #voyageai

Retrieval-Augmented Generation (RAG) Tutorial: Architecture, Implementation, and Production Guide:
https://www.glukhov.org/rag/
#AI #LLM #RAG #Embeddings #Reranking #VectorDatabase

If you're located near Illinois, Shaun Thomas will be presenting on "The New Postgres AI Ecosystem" at the Illinois Prairie PostgreSQL User Group this February 18th at 5:30 PM CST. 🐘

Come by the DRW and say hi: https://www.meetup.com/illinois-prairie-postgresql-user-group/events/312929674/

#postgresql #postgres #ai #vectordatabase #pgvector #vectorization #aidev #illinois #chicago

If you're located near Illinois, Shaun Thomas will be presenting on "The New Postgres AI Ecosystem" at the Illinois Prairie PostgreSQL User Group this February 18th at 5:30 PM CST. 🐘

Come by the DRW and say hi: https://www.meetup.com/illinois-prairie-postgresql-user-group/events/312929674/

#postgresql #postgres #ai #vectordatabase #pgvector #vectorization #aidev #illinois #chicago

If you're located near Illinois, Shaun Thomas will be presenting on "The New Postgres AI Ecosystem" at the Illinois Prairie PostgreSQL User Group this February 18th at 5:30 PM CST. 🐘

Come by the DRW and say hi: https://www.meetup.com/illinois-prairie-postgresql-user-group/events/312929674/

#postgresql #postgres #ai #vectordatabase #pgvector #vectorization #aidev #illinois #chicago

If you're located near Illinois, Shaun Thomas will be presenting on "The New Postgres AI Ecosystem" at the Illinois Prairie PostgreSQL User Group this February 18th at 5:30 PM CST. 🐘

Come by the DRW and say hi: https://www.meetup.com/illinois-prairie-postgresql-user-group/events/312929674/

#postgresql #postgres #ai #vectordatabase #pgvector #vectorization #aidev #illinois #chicago

pgedge-vectorizer: #Postgres extension that automatically vectorizes document contents and keeps vector embeddings current when the underlying content changes.

Unlike other solutions, no external services or third party pipelines are required. It's also 100% open source under the #PostgreSQL license. ✨

Check it out on GitHub: 👉 https://github.com/pgEdge/pgedge-vectorizer

#programming #vector #vectordatabase #vectorsearch #vectordb #ai #llm #aiengineering #aidev #dba

Building with LLMs? Then you need solid retrieval and “memory.”
My new TechGlimmer post explores Chroma 1.0, an open‑source vector database built for AI apps, semantic search, and RAG workflows.

I cover what it is, how it works, and where it shines in modern AI stacks.
🔗 https://techglimmer.io/what-is-chroma-1-0-ai-chroma-ai/

#Chroma #AI #VectorDatabase #RAG #LLM #Techglimmer

SurgeDB: Cơ sở dữ liệu vector nhúng, hiệu năng cao, chạy nhẹ trên thiết bị biên, laptop hay VPS nhỏ. Viết bằng Rust, không phụ thuộc ngoài, hỗ trợ SIMD, HNSW, lọc metadata và bền vững với WAL. Chỉ tốn ~39MB RAM cho 100k vectors (768-dim), độ trễ tìm kiếm 0.64ms. Khác biệt với SQLite-vec và LanceDB ở kiến trúc hybrid in-memory + nén mạnh (SQ8/Binary). Đang tìm cộng sự phát triển WASM, tối ưu SIMD, binding Python/Node. Mã nguồn mở MIT. #SurgeDB #VectorDatabase #Rust #EdgeAI #HNSW #SQLite #AI #Mach

🚀 ArcadeDB v25.12.1 is here! ✅ Fixed critical vector quantization bug ✅ New filtered vector search support ✅ Improved SQL functions & transaction logic ✅ 60+ dependency updates Release notes: github.com/ArcadeData/a... #ArcadeDB #VectorDatabase #OpenSource

Release 25.12.1 · ArcadeData/a...

Tôi vừa xây dựng 1 vector database viết sẵn bằng C++, API bằng Go hỗ trợ các thao tác cơ bản. Hiện đang dùng bruteforce search để cải thiện, sắp chuyển sang HNSW. Mời bạn góp ý, test thử nghiệm, nhắn tin trao đổi repo nhé! #VectorDB #C++ #LậpTrìnhGo #PhátTriểnMở #VectorSearch #EarlyAdopters #VectorDatabase #HNSW #DevCommunity #NhàLậpTrình

https://www.reddit.com/r/opensource/comments/1pxqwxl/how_to_find_early_users/

🚀 ArcadeDB v25.11.1 is live! We've integrated the JVector engine for high-performance vector search, critical SQL fixes, smarter indexing for embedded lists, and improved gRPC serialization. github.com/ArcadeData/a... #ArcadeDB #OpenSource #GraphDB #VectorDatabase #NoSQL

Release 25.11.1 · ArcadeData/a...

Join @MarkusKett at #IBMTechXchange. Tue, Oct 7 | 3–3:20 PM EDT, Stage 04 | Sandbox
'Sustainable & Cheap #GenAI at Scale' https://reg.tools.ibm.com/flow/ibm/techxchange25/sessioncatalog/page/sessioncatalog/session/1758545411372001vGYt

Learn how Project Cyrock.AI cuts compute, energy & costs by up to 80%

#AI #VectorDatabase #VectorSearch #Serveless #Eclipsestore

Join @MarkusKett at #IBMTechXchange. Tue, Oct 7 | 3–3:20 PM EDT, Stage 04 | Sandbox
'Sustainable & Cheap #GenAI at Scale' https://reg.tools.ibm.com/flow/ibm/techxchange25/sessioncatalog/page/sessioncatalog/session/1758545411372001vGYt

Learn how Project Cyrock.AI cuts compute, energy & costs by up to 80%

#AI #VectorDatabase #VectorSearch #Serveless #Eclipsestore

OctaneDB – Fast, Open-Source Vector Database for Python

https://github.com/RijinRaju/octanedb

#HackerNews #OctaneDB #OpenSource #VectorDatabase #Python #FastDatabase

via @dotnet : Preview 2 of the .NET AI Template Now Available

https://ift.tt/BpYh6ef
#DotNet #AI #ChatTemplate #AIChat #CloudNative #DotNetAspire #Qdrant #VectorDatabase #VisualStudio #VisualStudioCode #CSharpDevKit #AIDevelopment #RAGPattern #OpenAI #AzureAI #S…

Postgres is actually all you need. No need to build a complex setup of different databases.

I use postgres for all data storage requirements. I've been using it as a vector store too. It's been holding up very nicely.

#database #postgres #vectors #vector_database #ai #machinelearning #vectordatabase #postgresql

I'm interested in knowing whether a #VectorDatabase can actually provide a better search index than #solr or other standard search solutions. It is hard to get a good feel for how revolutionary the backend of #AI tools are, separate from the chatty parrot front end interfaces that people are so enamored with.

Implementing effective "similarity" search in Java with Quarkus beyond simple keyword matching.

- How vector embeddings enable semantic understanding.
- Integrating and querying vector databases within Quarkus.
- Building a movie similarity search feature.
Essential reading for Java developers and architects exploring AI applications.

https://quarkus.io/blog/movie-similarity-search-using-vector-databases/

#Java #Quarkus #VectorDatabase #AI #SimilaritySearch

There are so many #vectordatabase companies now (#Chroma, #Qdrant, #Weaviate, #Pinecone, #Zilliz to name a few) that it feels like a big #AI bubble is growing. All you need for a vector database is basically an embedding model and a retrieval method based on a distance metric for the vectors like cosine similarity. In Berlin alone there are two companies - mixedbread.ai and jina.ai - who only work on embedding models. Is this an AI bubble which is going to burst or something different?

Guest @FranckPachot from #yugabyte joins our very own @noctarius2k in this episode of the weekly, 20 min #CloudCommute #podcast, talking about #distributedsql, #postgresql , #vectordatabases, and more. Tune in!

The 🎙️ is available on Spotify, iTunes, Pandora, Amazon Music, and more.

🎥👉 https://youtu.be/1EAKqwcP2SY

#vectordatabase #vectorsearch #vectordb #database #databases #postgres #postgressql

Pinecone has launched a new serverless vector database called Pinecone Serverless. Analysts believe that the market for vector-only databases may struggle to compete with mainstream databases that already offer vector embedding and search functionality. Vector databases are used to convert unstructured... https://www.infoworld.com/article/3712320/pinecone-s-new-serverless-database-may-see-few-takers-analysts-say.html#tk.rss_all #PineconeServerless #VectorDatabase #AIdevelopment #softcorpremium

Pinecone has launched a new serverless vector database called Pinecone Serverless. Analysts believe that the market for vector-only databases may struggle to compete with mainstream databases that already offer vector embedding and search functionality. Vector databases are used to convert unstructured... https://www.infoworld.com/article/3712320/pinecone-s-new-serverless-database-may-see-few-takers-analysts-say.html#tk.rss_all #PineconeServerless #VectorDatabase #AIdevelopment #softcorpremium

Pinecone has launched a new serverless vector database called Pinecone Serverless. Analysts believe that the market for vector-only databases may struggle to compete with mainstream databases that already offer vector embedding and search functionality. Vector databases are used to convert unstructured... https://www.infoworld.com/article/3712320/pinecone-s-new-serverless-database-may-see-few-takers-analysts-say.html#tk.rss_all #PineconeServerless #VectorDatabase #AIdevelopment #softcorpremium

Pinecone has launched a new serverless vector database called Pinecone Serverless. Analysts believe that the market for vector-only databases may struggle to compete with mainstream databases that already offer vector embedding and search functionality. Vector databases are used to convert unstructured... https://www.infoworld.com/article/3712320/pinecone-s-new-serverless-database-may-see-few-takers-analysts-say.html#tk.rss_all #PineconeServerless #VectorDatabase #AIdevelopment #softcorpremium

🎉 CrateDB v5.5 is out on the stable channels and it's packed with exiting updates!

Discover the power of vector storage and similarity search features, revolutionizing complex data analytics, pattern recognition, and AI 🚀 Try out the new drop column feature and much more!

Find out more about what's new👇
https://hubs.ly/Q0283pLg0

Download CrateDB https://hubs.ly/Q0283pbF0 🐐

#cratedb #db #database #vectordatabase #vectordb #vector #vectorsearch #similaritysearch #ai #ml #data #dataanalytics