📢 OpenObservability Talks June episode is out! 📢
#OpenSearch 3.0 Unveiled: #VectorDB on Steroids and More
I hosted @OpenSearchProject leads.
Listen/Watch on your favorite platform:
🎧 https://creators.spotify.com/pod/show/openobservability/episodes/OpenSearch-3-0-Unveiled-Vector-DB-on-Steroids-and-More---OpenObservability-Talks-S6E01-e340s9m
📺 https://youtube.com/watch?v=u4T-ksTAmxg&list=PLd57eY2edRXz4djMETYTm-2p8WGTdoX3D
@linuxfoundation #observability #opensource #search #analytics #devops
🎉 Huge thanks to the LanceDB CEO / cofounder Chang She for delivering an incredible talk on "Search, Retrieval, Training, and Analytics with Modern AI Data Lake" at #DataAndAIEngineering #SanFrancisco #meetup !
📹 Great news - the recording is now available! Check it out if you missed it or want to revisit the key concepts. 👇
https://watch.softinio.com/w/mVkLgtcQw8Qv5vA4v8SDHB
#DataEngineering #AIEngineering #SanFrancisco #LanceDB #DataLake #MachineLearning #VectorDB #Database #AI #ArtificialIntelligence
Векторный поиск внутри PostgreSQL: что умеет и где может пригодиться pgvector
Итак, ваш проект вырос и вам потребовалась новая функциональность, будь то рекомендательный движок, база знаний или автоматизированная первая линия техподдержки. Для всего этого можно использовать векторный и/или семантический поиск, а также интегрировать в проект LLM. Поздравляю — теперь вам нужно еще и хранить embedding-векторы, а также искать по ним ближайшие объекты. Решений два: внешняя векторная БД или интеграция всего этого богатства в существующий стек. Второй путь проще на старте, немного быстрее и обычно дешевле — разумеется, если вы уже используете PostgreSQL. Привет, Хабр! Меня зовут Александр Гришин, я отвечаю за развитие продуктов хранения данных в Selectel:
https://habr.com/ru/companies/selectel/articles/920824/
#selectel #postgresql #cloud #dbaas #embeddings #vector #vectordb #pgvector
Benchmark engines like VDBBench for real-world workloads, not synthetic tests, to gauge true performance. #VectorDB https://zilliz.com/blog/top-5-open-source-vector-search-engines
Devoxx Poland is just a couple of days away!
Join my talk Wednesday at the Data & AI track to learn about the #OpenSearch project, and how it can provide you search, analytics, observability and vector database capabilities, all #opensource @linuxfoundation
👉 https://devoxx.pl/talk-details/?id=8605
#data #ai #developers #search #analytics #vectordb #observability #lucene #devoxx #devoxxpl #DevoxxPoland
HNSW + optimized indexing = blazing-fast vector searches at scale. Learn about OpenSearch’s architecture here:https://opensearch.org/platform/vector-engine/ #PerformanceEngineering #VectorDB
CockroachDB 25.2 tackles enterprise AI's biggest data challenges. Achieve 41% efficiency, a new distributed vector index for billions, and boosted security. Crucial for agentic AI workloads & operational big data at scale.
#DistributedSQL #VectorDB #CockroachDB
Evaluating vector databases? Performance, scalability, integration, and cost matter most. See why OpenSearch is built for devs: https://opensearch.org/vector-search/ #VectorDB #OpenSource
#OpenSearch 3.0 release on hackernews https://news.ycombinator.com/item?id=43917122
@linuxfoundation #opensource #search #observability #vectordb @OpenSearchProject
#OpenSearch 3.0 is out! 🍾 🥳
After 3 years of 2.x, it's time for the next leap, which brings major upgrades to performance, data management, #vectorDB functionality, and much more.
📈 Upgrade to Apache #Lucene 10 and #JDK 21+
📈 Pull-based ingestion for streaming data, with support for Apache #Kafka and Amazon #Kinesis
📈 Power agentic #AI with native #MCP support
📈 Investigate logs with expanded PPL query tools, backed by Apache #Calcite
Check out @OpenSearchProject blog:
https://opensearch.org/blog/unveiling-opensearch-3-0/
Announcing Chroma DB C#SDK
https://devblogs.microsoft.com/dotnet/announcing-chroma-db-csharp-sdk/
Exploring Microsoft.Extensions.VectorData with Qdrant and Azure AI Search
https://devblogs.microsoft.com/dotnet/vector-data-qdrant-ai-search-dotnet/
#microsoft #NET #AI #C #NET_9 #Azure_AI_Search #Microsoft_Extensions_AI #vectordb
Pinecone just released the project I've been heads down on for the past six months! I've been the solo dev on the project. Let me know what you think!
Introducing Pinecone Local: an in-memory vector database that's API compatible with PineconeDB. It's a good way to explore using Pinecone and the SDKs (that I also help maintain) without signing up for an account. Simply spin up a container to get started.
Unfortunately, not yet open source but soon.
Pinecone expands vector database with cascading retrieval, boosting enterprise AI accuracy by up to 48%
https://zurl.co/VMZT
#ai #genai #vectordb #enterpriseai
Wasn’t this…obvious? 🤔
“Vector Databases Are The Wrong Abstraction”, Timescale (https://www.timescale.com/blog/vector-databases-are-the-wrong-abstraction/).
Via HN: https://news.ycombinator.com/item?id=41985176
#MachineLearning #Databases #Embeddings #VectorDB #DB #ML #AI #ArtificialIntelligence #VectorDatabases
Introducing Microsoft.Extensions.VectorData Preview
https://devblogs.microsoft.com/dotnet/introducing-microsoft-extensions-vector-data/
