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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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Performance Tips for Developers Using Postgres and pgvector

Performance Tips for Developers Using Postgres and pgvector

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3 min read
Chunking your data for RAG

Chunking your data for RAG

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26 min read
Milvus: Your Vector Database Powerhouse – A Deep Dive

Milvus: Your Vector Database Powerhouse – A Deep Dive

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5 min read
Vector Databases vs. PostgreSQL with pg_vector for RAG Setups

Vector Databases vs. PostgreSQL with pg_vector for RAG Setups

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4 min read
Stop Over-Engineering AI Apps: The Case for Boring Technologies
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Stop Over-Engineering AI Apps: The Case for Boring Technologies

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7 min read
Netflix But better
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Netflix But better

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8 min read
OpenSearchCon Europe 2025 - Amsterdam!
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OpenSearchCon Europe 2025 - Amsterdam!

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1 min read
Top 5 Local Vector Databases

Top 5 Local Vector Databases

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5 min read
Get started with Vector Search in Azure Cosmos DB
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Get started with Vector Search in Azure Cosmos DB

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6 min read
Scaling Vector Search for AI-Powered Applications

Scaling Vector Search for AI-Powered Applications

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3 min read
Storing and Retrieving Embeddings in Azure Table with Rust: An Educational Tutorial
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Storing and Retrieving Embeddings in Azure Table with Rust: An Educational Tutorial

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6 min read
Install pgvector on Windows

Install pgvector on Windows

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3 min read
Pinecone vs Pgvector, Vector DB Benchmark

Pinecone vs Pgvector, Vector DB Benchmark

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3 min read
Postgresql Vector Database: Pgvector Tutorial

Postgresql Vector Database: Pgvector Tutorial

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3 min read
How to Build a ChatGPT Super App
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How to Build a ChatGPT Super App

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11 min read
Quick tip: Replace MongoDB® Atlas with SingleStore Kai in LangChain
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Quick tip: Replace MongoDB® Atlas with SingleStore Kai in LangChain

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4 min read
Quick tip: Replace MongoDB® Atlas with SingleStore Kai in LlamaIndex
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Quick tip: Replace MongoDB® Atlas with SingleStore Kai in LlamaIndex

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3 min read
Quick tip: Using LangChain's MongoDBAtlasVectorSearch with SingleStore Kai
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Quick tip: Using LangChain's MongoDBAtlasVectorSearch with SingleStore Kai

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4 min read
MARIADB Just Got a Game Changing Vector Data Type!

MARIADB Just Got a Game Changing Vector Data Type!

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1 min read
What Founders Must Do in Agentic LLM Era
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What Founders Must Do in Agentic LLM Era

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2 min read
Binary embedding: shrink vector storage by 95%
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Binary embedding: shrink vector storage by 95%

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4 min read
Analyzing LinkedIn Company Posts with Graphs and Agents

Analyzing LinkedIn Company Posts with Graphs and Agents

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17 min read
Introducing VecSpark

Introducing VecSpark

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4 min read
pg_auto_embeddings — text embeddings directly in Postgres, without extensions

pg_auto_embeddings — text embeddings directly in Postgres, without extensions

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4 min read
The Best Embedding Models for Information Retrieval in 2025
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The Best Embedding Models for Information Retrieval in 2025

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5 min read
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