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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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TiDB for AI Memory: Vector Search, HTAP, and Horizontal Scaling in One Database
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TiDB for AI Memory: Vector Search, HTAP, and Horizontal Scaling in One Database

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18 min read
Introducing Vectors And Vector Search
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Introducing Vectors And Vector Search

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4 min read
Embeddings Explained: The Secret Language AI Uses to Understand the World

Embeddings Explained: The Secret Language AI Uses to Understand the World

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6 min read
Docling Data Pipeline for AstraDB Serverless RAG

Docling Data Pipeline for AstraDB Serverless RAG

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14 min read
S3 Vectors: How to build a RAG without a vector database
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S3 Vectors: How to build a RAG without a vector database

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5 min read
"Backend Engineering for an AI Platform: The Infrastructure Decisions Nobody Talks About"
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"Backend Engineering for an AI Platform: The Infrastructure Decisions Nobody Talks About"

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8 min read
Why Search Breaks in Production

Why Search Breaks in Production

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6 min read
Vector Database Performance Compared: pgvector vs Pinecone vs Qdrant vs Weaviate

Vector Database Performance Compared: pgvector vs Pinecone vs Qdrant vs Weaviate

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6 min read
A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

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7 min read
Why SQLite+FTS5 beats Vector DBs for AI Agent Memory
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Why SQLite+FTS5 beats Vector DBs for AI Agent Memory

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1 min read
Building a Local Code Search System with Ollama and AST-Aware RAG

Building a Local Code Search System with Ollama and AST-Aware RAG

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4 min read
I built a Graph database to catch money launderers. Here's what I actually learned.

I built a Graph database to catch money launderers. Here's what I actually learned.

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5 min read
The “The Architecture Handbook for Milvus Vector Database” Book Review

The “The Architecture Handbook for Milvus Vector Database” Book Review

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11 min read
Top 10 Vector Databases in 2026
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Top 10 Vector Databases in 2026

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5 min read
When scaling broke my system (and it wasn’t a performance issue)

When scaling broke my system (and it wasn’t a performance issue)

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1 min read
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