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dev. to > shayan_holakouee > vector-databases-are-not-magic-heres-whats-actually-happening-under-the-hood-566c

Vector Databases Are Not Magic, Here's What's Actually Happening Under the Hood

1+ day, 2+ hour ago  (935+ words) Then you take it to production and it starts lying to you. Results that look semantically relevant but aren't. Queries that should match something and return nothing. Latency that makes your users think the app crashed. And the worst part…...

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Thailand Business News
thailand-business-news. com-business-news. com

Zilliz Launches Vector Lakebase, Extending the World's Most Adopted Vector Database into a Unified Data Platform for AI

1+ week, 2+ day ago  (330+ words) Available now in public preview on Zilliz Cloud, Vector Lakebase keeps production vector search at its core and adds shared lake-native storage and on-demand compute " bringing real-time serving, interactive discovery, and batch analytics onto one data foundation. REDWOOD CITY, Calif....

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DEV Community
dev. to > vigneshh > why-your-vector-database-is-overpriced-lucenes-32x-compression-and-serverless-economics-27ff

Why Your Vector Database Is Overpriced: Lucene's 32x Compression and Serverless Economics

1+ week, 3+ day ago  (1496+ words) In 2026, the boundary between "search engine" and "AI infrastructure" has dissolved. What started as text indexing has become the backbone of retrieval-augmented generation, vector databases, and serverless AI pipelines. This is the story of how the oldest search technology in…...

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DEV Community
dev. to > tigerdata_dev > the-postgres-developers-guide-to-vector-index-tradeoffs-o3h

The Postgres Developer's Guide to Vector Index Tradeoffs

2+ week, 3+ day ago  (1345+ words) title: "The Postgres Developer's Guide to Vector Index Tradeoffs" published: true date: 2026-05-26. .. Tagged with pgtextsearch, postgres, postgresqlextensions, developers....

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DEV Community
dev. to > sahil_khurana_486f374ecf2 > pinecone-the-vector-database-for-machine-learning-3cfd

Pinecone: The Vector Database for Machine Learning

2+ week, 4+ day ago  (515+ words) Performance and Scalability: Pinecone is a managed machine-learning database that provides exceptional levels of performance and scaling capability due to its cloud-based design. Because of its distributed architecture and ability to do near-neighbor searches, Pinecone handles such tasks as similarity…...

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Alpha Match
alphamatch. ai > blog > turbovec-rust-vector-index-rag-2026

Turbo Vec: The Rust-Powered Vector Index That's Quietly Changing the RAG Game

2+ week, 6+ day ago  (539+ words) Everyone is building RAG pipelines. Fewer people talk about what happens when those pipelines hit scale. Store 10 million document embeddings in the standard float32 format, and you're already staring down 31 GB of RAM " before you've written a single line of application…...

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DEV Community
dev. to > synapcores > ai-native-database-scalable-performance-autonomous-tuning-vector-search-4pam

AI-Native Database: Scalable Performance, Autonomous Tuning & Vector Search

3+ week, 5+ day ago  (1122+ words) Modern applications generate massive amounts of data every second. Traditional database systems struggle to keep pace with these demands. Performance. Tagged with database, ai, rust, programming....

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