#vectorsearch — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #vectorsearch, aggregated by home.social.
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#VirtualThreads aren’t just a #Java hype feature. This article shows them powering agent calls safely in production-style #Microservices—with fallback + observability.
Steal the blueprint by @sibaspadhi: https://javapro.io/2026/01/22/java-25-genai-a-new-era-for-microservices-in-finance/
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📖 Perfect prep for this #JCON2025 workshop:
🔹 Building Powerful GenAI Apps with Pure Java (16:00)@RichardFichtner’s article “Build Vector Database Apps with Pure Java”
👉 https://javapro.io/2026/04/02/build-vector-database-apps-with-pure-java/#Java #EclipseStore #MicroStream #GenAI #LLM #Vectors #VectorSearch
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📖 Perfect prep for this #JCON2025 workshop:
🔹 Building Powerful GenAI Apps with Pure Java (16:00)@RichardFichtner’s article “Build Vector Database Apps with Pure Java”
👉 https://javapro.io/2026/04/02/build-vector-database-apps-with-pure-java/#Java #EclipseStore #MicroStream #GenAI #LLM #Vectors #VectorSearch
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📖 Perfect prep for this #JCON2025 workshop:
🔹 Building Powerful GenAI Apps with Pure Java (16:00)@RichardFichtner’s article “Build Vector Database Apps with Pure Java”
👉 https://javapro.io/2026/04/02/build-vector-database-apps-with-pure-java/#Java #EclipseStore #MicroStream #GenAI #LLM #Vectors #VectorSearch
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📖 Perfect prep for this #JCON2025 workshop:
🔹 Building Powerful GenAI Apps with Pure Java (16:00)@RichardFichtner’s article “Build Vector Database Apps with Pure Java”
👉 https://javapro.io/2026/04/02/build-vector-database-apps-with-pure-java/#Java #EclipseStore #MicroStream #GenAI #LLM #Vectors #VectorSearch
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📖 Perfect prep for this #JCON2025 workshop:
🔹 Building Powerful GenAI Apps with Pure Java (16:00)@RichardFichtner’s article “Build Vector Database Apps with Pure Java”
👉 https://javapro.io/2026/04/02/build-vector-database-apps-with-pure-java/#Java #EclipseStore #MicroStream #GenAI #LLM #Vectors #VectorSearch
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🔥 Dive into powerful #GenAI apps with pure #Java — hands-on at #JCON2026! 2h live coding with CTO @FHHabermann – no extra infra, just #JVector + #EclipseStore. #VectorSearch + persistence in one stack.
🎟️ Tickets: https://2026.europe.jcon.one/workshops
⚠️ Limited spots – seats almost sold out -
Why are #GenAI systems still slow—despite #Vector DBs, caches & scaling? Because architecture is fragmented. Gerald K. breaks down a #JavaNative alternative: #VectorSearch, state & Persistence in one model. Understand the trade-offs before scaling further: https://javapro.io/2026/04/08/high-performance-vector-search-grids-with-java/
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🔥 Dive into powerful #GenAI apps with pure #Java — hands-on at #JCON2026! 2h live coding with CTO @FHHabermann – no extra infra, just #JVector + #EclipseStore. #VectorSearch + persistence in one stack.
🎟️ Tickets: https://2026.europe.jcon.one/workshops
⚠️ Limited spots – seats almost sold out -
I spent some time trying to make search behavior visible in one small Quarkus app.
Full-text is good at exact terms. Vector search helps when user language and catalog language drift apart. Hybrid is usually the one I’d trust first in a real product search.
This article walks through all three with Quarkus, PostgreSQL, Elasticsearch, Hibernate Search, and local embeddings.
https://www.the-main-thread.com/p/full-text-vector-hybrid-search-quarkus-java
#Java #Quarkus #PostgreSQL #Elasticsearch #SemanticSearch #HibernateSearch #VectorSearch
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Stoked seeing the OpenSearch Project featured by Jensen Huang on #NVIDIA #GTC keynote! 😍
One of the innovations in #OpenSearch V3 has been adding GPU acceleration based on NVIDIA's cuVS. Our #VectorSearch benchmarks, using CAGRA algorithm integrated through Facebook's Faiss library, showed:
✅ 9.3x faster index builds
✅ 3.75x lower cost
✅ 2x higher throughput
✅ 2.5x lower CPU usagehttps://www.linkedin.com/feed/update/urn:li:activity:7439600547852189697/
#OpenSearchAmbassador #opensource #gtc2026 #gtc26 #cuvs #vectordb
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Agents are now favoring vector search over classic RAG, as memory frameworks shift to vector storage for rapid similarity lookup. Learn how this changes retrieval infrastructure for LLM‑powered agents and what it means for future AI memory design. #VectorSearch #RAG #AIMemory #AgentSystems
🔗 https://aidailypost.com/news/agents-favor-vector-search-over-rag-noting-memory-frameworks-use
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SurrealDB 3.0 now packs agent memory, business logic, and multimodal data into a single Rust‑powered engine. It blends graph queries, vector search and retrieval‑augmented generation, letting AI agents store context and act without juggling separate stores. Dive into the details and see how this open‑source DB could reshape your stack. #SurrealDB #RetrievalAugmentedGeneration #VectorSearch #MultiModalData
🔗 https://aidailypost.com/news/surrealdb-30-stores-agent-memory-business-logic-multimodal-data-one-db
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The first beta of #EclipseStore v4 is now online — featuring the new Vector Index for GigaMap. HNSW-based similarity search with persistent storage, on-disk scalability, PQ compression & more.
Docs: https://docs.eclipsestore.io/manual/gigamap/indexing/jvector/index.html
Code: https://github.com/eclipse-store/store/tree/main/gigamap/jvector -
The first beta of #EclipseStore v4 is now online — featuring the new Vector Index for GigaMap. HNSW-based similarity search with persistent storage, on-disk scalability, PQ compression & more.
Docs: https://docs.eclipsestore.io/manual/gigamap/indexing/jvector/index.html
Code: https://github.com/eclipse-store/store/tree/main/gigamap/jvector -
I joined InstaBlinks podcast to talk about vector search, difference from lexical search, and how the @OpenSearchProject facilitates both in a hybrid model.
Thanks NetApp Instaclustr for having me!
https://www.youtube.com/watch?v=buKXHi6kFwY&list=PLPFMHjhoDntsPHFHTN1d4H-U3G8zRlJ-p&index=63 -
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
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#VirtualThreads aren’t just a #Java hype feature. This article shows them powering agent calls safely in production-style #Microservices—with fallback + observability.
Steal the blueprint by @sibaspadhi: https://javapro.io/2026/01/22/java-25-genai-a-new-era-for-microservices-in-finance/
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ArcadeDB v26.1.1 is out! New Native OpenCypher Engine, huge LSM Vector updates (Quantization, PQ and much more), 92 total issues resolved (!) github.com/ArcadeData/a... #ArcadeDB #GraphDB #OpenCypher #VectorSearch #Database #OpenSource
Release 26.1.1 · ArcadeData/ar... -
ArcadeDB v26.1.1 is out! New Native OpenCypher Engine, huge LSM Vector updates (Quantization, PQ and much more), 92 total issues resolved (!) github.com/ArcadeData/a... #ArcadeDB #GraphDB #OpenCypher #VectorSearch #Database #OpenSource
Release 26.1.1 · ArcadeData/ar... -
ArcadeDB v26.1.1 is out! New Native OpenCypher Engine, huge LSM Vector updates (Quantization, PQ and much more), 92 total issues resolved (!) github.com/ArcadeData/a... #ArcadeDB #GraphDB #OpenCypher #VectorSearch #Database #OpenSource
Release 26.1.1 · ArcadeData/ar... -
ArcadeDB v26.1.1 is out! New Native OpenCypher Engine, huge LSM Vector updates (Quantization, PQ and much more), 92 total issues resolved (!) github.com/ArcadeData/a... #ArcadeDB #GraphDB #OpenCypher #VectorSearch #Database #OpenSource
Release 26.1.1 · ArcadeData/ar... -
via @dotnet : Secure and Intelligent: Queryable Encryption and Vector Search in MongoDB EF Core Provider
https://ift.tt/sOE3jLd
#MongoDB #EFCore #QueryableEncryption #VectorSearch #DotNet #CSharp #DataSecurity #DataPrivacy #SoftwareDevelopment #DeveloperExperien… -
Secure and Intelligent: Queryable Encryption and Vector Search in MongoDB EF Core Provider
https://devblogs.microsoft.com/dotnet/mongodb-efcore-provider-queryable-encryption-vector-search/#microsoft #NET #Entity_Framework #efcore #mongodb #rag #vectorsearch
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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/
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FYI: Keyword Search: Combining Lexical and Vector Search #shorts: See how combining lexical keyword matching with vector search gives you the best of both worlds. Match specific keywords like product names while also getting conceptual mapping. #keywordmatching #vectorsearch #AI #searchalgorithms https://www.youtube.com/shorts/09uEeVMAzcw
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Implementing RAG from scratch with Python, Qdrant, and Docling
https://techlife.blog/posts/implementing-rag-from-scratch-qdrant/
#RAG #VectorSearch #Qdrant #Embeddings #SemanticSearch #LLM #Python
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Optimize LLM Costs with ScyllaDB Semantic Caching
https://techlife.blog/posts/cut-llm-costs-and-latency-with-scylladb-semantic-caching/
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ICYMI: Keyword Search: Combining Lexical and Vector Search #shorts: See how combining lexical keyword matching with vector search gives you the best of both worlds. Match specific keywords like product names while also getting conceptual mapping. #keywordmatching #vectorsearch #AI #searchalgorithms https://www.youtube.com/shorts/09uEeVMAzcw
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Keyword Search: Combining Lexical and Vector Search #shorts: See how combining lexical keyword matching with vector search gives you the best of both worlds. Match specific keywords like product names while also getting conceptual mapping. #keywordmatching #vectorsearch #AI #searchalgorithms https://www.youtube.com/shorts/09uEeVMAzcw
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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/1758545411372001vGYtLearn how Project Cyrock.AI cuts compute, energy & costs by up to 80%
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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/1758545411372001vGYtLearn how Project Cyrock.AI cuts compute, energy & costs by up to 80%
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💾 201 GB → 6 GB. That’s how Berkeley’s LEANN index makes private AI search fit on your laptop. Imagine searching 60M docs locally, with zero cloud. 🚀
Read more 👉
https://medium.com/@rogt.x1997/leann-the-tiny-vector-index-that-makes-personal-ai-real-a828658f8c4f -
How did Java go from applets to #SpringData & vector #Databases? From EJBs to JPA, the tools have evolved. What’s next in a world of #AI & #VectorSearch?
Raphael DeLio & Brian Sam-Bodden explore the journey ahead.Read now: https://javapro.io/2025/05/21/a-look-back-at-javas-30-year-journey-with-databases/
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In Berlin at #WWC25 ? Catch our ✨ newest✨ Pragprog author - Ben Greenberg @hummusonrails
Learn how GenAI and Vector Search can help users find what they are looking for - even when they don't know!
Fri 2:20 pm - Stage 7Ben's Book - out in Beta this week!
https://pragprog.com/titles/bgvector?utm_source=m
#AI #MachineLearning #VectorSearch
WeAreDevs -
🚀 AI that retrieves faster than you search.
Discover how Qdrant is quietly powering agents, RAG, and multi-node deployments at 3x the speed and 97% less memory.
📊 Scale AI like never before.🔗 https://medium.com/@rogt.x1997/scaling-intelligence-how-qdrants-distributed-vector-architecture-is-quietly-powering-the-ai-85cf548558e7
#Qdrant #VectorSearch #AIInfrastructure #ScalableAI
https://medium.com/@rogt.x1997/scaling-intelligence-how-qdrants-distributed-vector-architecture-is-quietly-powering-the-ai-85cf548558e7 -
🔎🔥Summoning all #dataengineers, #AI enthusiasts, and #RAG masterminds - join us at #VSCON25 June 6th to expand your knowledge and network with global developers from #Google, #Oracle, and #Microsoft!
Sign up at: http://vsearchcon.com
#tech #vectorsearch #postgresql #pgvector #LLMs #MySQL #Vespa #Couchbase
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🔎🔥Summoning all #dataengineers, #AI enthusiasts, and #RAG masterminds - join us at #VSCON25 June 6th to expand your knowledge and network with global developers from #Google, #Oracle, and #Microsoft!
Sign up at: http://vsearchcon.com
#tech #vectorsearch #postgresql #pgvector #LLMs #MySQL #Vespa #Couchbase
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🔎🔥Summoning all #dataengineers, #AI enthusiasts, and #RAG masterminds - join us at #VSCON25 June 6th to expand your knowledge and network with global developers from #Google, #Oracle, and #Microsoft!
Sign up at: http://vsearchcon.com
#tech #vectorsearch #postgresql #pgvector #LLMs #MySQL #Vespa #Couchbase
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🔎🔥Summoning all #dataengineers, #AI enthusiasts, and #RAG masterminds - join us at #VSCON25 June 6th to expand your knowledge and network with global developers from #Google, #Oracle, and #Microsoft!
Sign up at: http://vsearchcon.com
#tech #vectorsearch #postgresql #pgvector #LLMs #MySQL #Vespa #Couchbase
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🔎🔥Summoning all #dataengineers, #AI enthusiasts, and #RAG masterminds - join us at #VSCON25 June 6th to expand your knowledge and network with global developers from #Google, #Oracle, and #Microsoft!
Sign up at: http://vsearchcon.com
#tech #vectorsearch #postgresql #pgvector #LLMs #MySQL #Vespa #Couchbase
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Neo4j treibt mit GraphRAG, Vektor-Indizes & Agentic RAG die #KI-Entwicklung voran. Ob #LangChain, #LlamaIndex, #SpringAI oder #VertexAI – das neue Python-Paket und das Model Context Protocol (MCP) verknüpfen Graphdaten nahtlos mit #LLM-Anwendungen.
#Neo4j #GenAI #RAG #GraphQL #Cypher #VectorSearch #AgenticAI
https://www.bigdata-insider.de/leistungssprung-bei-graph-datenbanken-mit-ki-integration-cloud-skalierung-und-terabyte-graphen-a-2307ed20cfaf562a1a0094b712b5be95/ -
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
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"The No. 1 goal I have is just visibility and awareness that … it's no longer your grandpa and grandma's ELK stack." - Abhishek Singh
#elastic #elasticsearch #ELKstack #elasticstack #observabilty #semanticsearch #vectorsearch #generativeAI #opentelemetry #Datadog #AWS
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🎉 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/Q0283pLg0Download CrateDB https://hubs.ly/Q0283pbF0 🐐
#cratedb #db #database #vectordatabase #vectordb #vector #vectorsearch #similaritysearch #ai #ml #data #dataanalytics
