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#vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Can ClickHouse Replace a Vector Database?

Can ClickHouse Replace a Vector Database?

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4 min read
How Vector Databases Search a Million Vectors Without Checking a Million

How Vector Databases Search a Million Vectors Without Checking a Million

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4 min read
Vector Databases, Deep Indexing & Token Economics: The Complete Story (phase 3)

Vector Databases, Deep Indexing & Token Economics: The Complete Story (phase 3)

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17 min read
AI Fundamentals - Part 3: Giving AI Knowledge Beyond Its Training

AI Fundamentals - Part 3: Giving AI Knowledge Beyond Its Training

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9 min read
pgvector or Pinecone: A reflection on choosing to provide business value

pgvector or Pinecone: A reflection on choosing to provide business value

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9 min read
Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

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3 min read
Really fast columnar analytics engine

Really fast columnar analytics engine

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1 min read
Stop breaking your vector DB: How I fixed the Pinecone 40KB metadata limit

Stop breaking your vector DB: How I fixed the Pinecone 40KB metadata limit

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2 min read
Building a cross-user review graph with pgvector on Amazon Aurora

Building a cross-user review graph with pgvector on Amazon Aurora

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3 min read
Introducing OmniVec: An Open-Source Embedding Platform for AI Apps on Azure

Introducing OmniVec: An Open-Source Embedding Platform for AI Apps on Azure

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10 min read
Why I Built Local-First Agent Memory

Why I Built Local-First Agent Memory

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6 min read
One Misconfigured Vector Database. Every Customer's Data Exposed.

One Misconfigured Vector Database. Every Customer's Data Exposed.

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

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

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9 min read
Embeddings Magic

Embeddings Magic

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3 min read
Your RAG System Is Broken. Your Chunks Are Why.

Your RAG System Is Broken. Your Chunks Are Why.

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5 min read
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