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machinelearningmastery.com /2 days ago

pgvector vs. Dedicated Vector Databases: A Production Benchmark

Run this on a typical laptop and both systems will report latencies in the low single-digit to tens of milliseconds range, with the exact numbers depending heavily on your CPU, ava...

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habr.com /4 weeks ago

Собираем приватный RAG-стек на pgvector

Собираем приватный RAG-стек на pgvector, где документы, поиск и генерация ответа остаются внутри вашего VPS. Разберём схему стенда, embeddings, pgvector, локальную LLM, проверку пр...

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aws.amazon.com /1 month ago

Selecting a vector store for Amazon Bedrock Knowledge Bases

Choosing the right vector store for your Amazon Bedrock Knowledge Bases RAG application affects performance and cost. This post compares Amazon OpenSearch Service, Amazon Aurora Po...

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aws.amazon.com /1 month ago

CORTO’s billion-scale legal semantic search with Aurora PostgreSQL pgvector

How CORTO scaled Amazon Aurora PostgreSQL with pgvector to 7.6 billion vectors and 2.5 billion documents in production, delivering sub-second legal search for 10,000+ law firms at...

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vexpose.blog /1 month ago

Your pgvector Search Gets Slower as You Add Data. Here’s the Setting Everyone Misses.

<p class="wp-block-paragraph">Your semantic search was instant at ten thousand rows. At two million it&#8217;s 800 milliseconds and climbing, and you never</...

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digitalthoughtdisruption.com /1 month ago

Production Vector Database Operations: Backup, Recovery, Reindexing, and Access Control

<figure data-wp-context="{&quot;imageId&quot;:&quot;6aa30bdd09f9b&quot;}" data-wp-interactive="core/image" data-wp-key="6aa30bdd09f9b&qu...

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habr.com /1 month ago

PostgreSQL умер, да здравствует… PostgreSQL?

Привет, Хабр. Я хочу рассказать историю, которую вы уже, наверняка, где-то слышали. Только с другой стороны.Пару месяцев назад я сидела на созвоне с техдиром стартапа, который дела...

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