#pgvector 검색 결과

Postgres + pgvector = a rock-solid AI backbone. In this blog post, Nir Kaufman shows how this duo brings together vectors + SQL for hybrid queries, LangGraph support, and real-world reliability. Read more: tkl.to/tikal-postgres… #AI #pgvector #PLANstack #FullStack

Phase 1 done: ✅ pgvector + IVFFLAT ✅ Private storage (no public access) ✅ Auth + roles (auto-employee, admin seeded) ✅ Core tables: documents, chunks, queries ✅ Role propagation to chunks ✅ Embedding + FTS tests passed Next: RLS 🔒 #supabase #pgvector

#PGVector sounds great: "Just use #Postgres!" - You inherit indexing hell, real-time search failures, and query planner witchcraft - IVFFlat degrades - HNSW eats RAM - Filtering breaks results Sometimes, "simple" becomes a tech debt trap banandre.com/blog/2025-11/t…

说到 #向量数据库, 有些老Pger会推荐 #PGVector 插件版本的向量库能力 , 标榜性能最优,无缝集成到PG库 , 这篇文章比较详细的分析了PGvector的各种优劣. 另外,我自己日常用 #Qdrant 并且强烈推荐!!! alex-jacobs.com/posts/the-case…

He estado trabajando en un pequeño proyecto personal que ha sido bastante divertido de construir: un backend que permite subir archivos PDF, extraer su contenido y crear embeddings para búsquedas semánticas usando #LangChain y #PGVector. Actualmente, el sistema puede leer un…

Thanks to the #pgvector PostgreSQL extension, #YugabyteDB functions as a highly performant vector database. Its scalability allows it to store and search billions of vectors.💪 This new blog from @Yugabyte expert David Roberts begins by explaining why a #vector database is…

AI runs on data that scales. Learn how Distributed PostgreSQL + #pgvector power next-gen AI/ML workloads at #DistributedSQLSummit. Join us: events.ringcentral.com/events/distrib… #YugabyteDB #Postgres #GenAI #AI #Database #DataInfra

Catch up with our Postgres Live Monthly Series, starting with Session 1: “What’s Our Vector, Victor?” on demand. 👉 Watch now: hubs.la/Q03MyK_D0. #Postgres #pgVector #AI #pgEdge #Webinar #OpenSource

🔍 Stop missing relevant results with keyword search! Just published a deep dive on semantic search with pgvector in PostgreSQL: bbarroso.page/blog/pgvector-… #PostgreSQL #pgvector #SemanticSearch #AI #VectorDB #RAG

Anyone using #pgvector on Railway’s managed Postgres? I can’t find the extension. Are there any authentic templates/images available on Railway to add it, or do we need to host our own Postgres container? Would be awesome if @Railway supported pgvector out of the box! #postgres

Building a PGVector Store with Spring AI- The Complete Guide open.substack.com/pub/debojit/p/… #springai #pgvector

Why do I need to use a behemoth model like #openai for just #embeddings, when it can be done with a much smaller cost effective hosted dedicated model. @supabase & @lovable_dev, can you add embedding as a service? Btw, #PGVector vector search ‘interface’ is horrible! #AI

🔍 なぜ「ベクトル検索」が重要なのか？ 従来: キーワード完全一致 今後: 意味的類似性検索 例：「売上向上」で検索 →「収益改善」「利益拡大」も自動でヒット このベクトル検索 × AI統合で 企業の情報活用が劇的に変わります。 #ベクトル検索 #pgvector #AI統合

⏯️ Missed the live session? No problem! Watch our Postgres Live Monthly Series – Session 1: “What’s Our Vector, Victor?” on demand. 👉 Watch now: hubs.la/Q03H3bt_0. #Postgres #pgVector #AI #pgEdge #Webinar #OpenSource

#pgvector #PostgreSQL #supabase

It took about 5 minutes to setup #pgvector. I had been kicking the can down the road for a bit, but got to a point that my project could not progress without giving my AI some memory. I highly recommend it. Bonus points for being able to run it locally.

@apatheticmagpie from @EDBPostgres talking about #pgvector at @pgconfde 2024

Cumartesi sabahı 10:45’te @IstGophers tarafından düzenlenen GoKonf’ta #pgvector anlatacağım. Etkinlik boyunca mekandayım, tanışıp konuşmak isteyen herkesi beklerim. #gokonf #istanbul #postgres

🆕 #pgvector v0.5.0: faster semantic search with HNSW indexes. supabase.com/blog/increase-…

#databasememes Series #10 Just use #Postgres (Credits @chongzluong ) #pgvector

I Like Vectors @supabase 1st A👁️ Vectors #pgvector #vector #ArtificialIntelligence #openai

If you are experiencing scalability or performance issues with #pgvector, consider trying @MyScaleDB. MyScale is a #vectordb built on @ClickHouseDB, allowing you to import data from #postgres using just one SQL command.

Check out The New Stack article, "Extension pgvector Makes pgEdge a Distributed Vector Database". The combination puts inference and similarity search capabilities closer to users, no matter where they are. hubs.la/Q024vZZ20 #postgresql @postgresprofessionals #pgvector

This seems silly but how do you convert a vector embedding from #pgvector type to an np array? Seems to be returned as a string from the database.. json.loads works fine but there must be a better way to accomplish this?

@Supabase Vector is ‘just’ #postgres + #pgvector - if you’re already using postgres this is a massive win for your dev team (and if you’re not then wth) #aiesummit

Technical exploration of leveraging embeddings with reduced dimensions to boost performance in #pgvector. By @ggrdson, @egor_test, and @olirice_dev. supabase.com/blog/fewer-dim…

Thanks to a major update and to @supabase #pgvector, our users can now create a semantic F.A.Q. so that they can answer any user question perfectly by understanding the meaning of their questions. #indiehacker #buildinpublic #chatgpt #CustomerSatisfaction #customersuport

Are you tired of searching through scattered systems? #pgvector brings semantic search to #PostgreSQL, letting you find content by meaning, not just keywords. 📕 View the full article: buff.ly/IBXrSAj

There's been a lot of talk about #pgvector performance lately, so we took some datasets and pushed it to the limits to find out its strengths and limitations 🏁 supabase.com/blog/pgvector-…

8/ Next up was my workshop on building an #AI app with @Azure @PostgreSQL #FlexibleServer; folks learnt to harness #pgVector, #pgAdmin to explore #SemanticSearch, #DiskANN and #GraphRAG

🔍 Excited to share how to choose a Vector Database! In this blog post, we delve into #Faiss, @trychroma, @qdrant_engine , and #PgVector, exploring their impact on your AI applications. Discover differences in client connection time, index search time, accuracy, and storage.…

We've updated our Docs search functionality to use #pgvector + @OpenAI. Still no cease and desist from Microsoft, so you can continue to ask Clippy any Supabase-specific questions 📎💚 supabase.com/docs 🧵 [3/11]