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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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Pgvectorscale: 28x lower p95 latency than Pinecone, According To Timescale

Pgvectorscale: 28x lower p95 latency than Pinecone, According To Timescale

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26 min read
Postgresql Vector Database: Pgvector Tutorial

Postgresql Vector Database: Pgvector Tutorial

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3 min read
Install pgvector on Windows

Install pgvector on Windows

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

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

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

Quick tip: Using LangChain's MongoDBAtlasVectorSearch with SingleStore Kai

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

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

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3 min read
Replace MongoDB® and Pinecone with SingleStore

Replace MongoDB® and Pinecone with SingleStore

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11 min read
Pinecone vs Pgvector, Vector DB Benchmark

Pinecone vs Pgvector, Vector DB Benchmark

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3 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
Binary embedding: shrink vector storage by 95%

Binary embedding: shrink vector storage by 95%

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

The Best Embedding Models for Information Retrieval in 2025

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5 min read
How to Chat with PDFs Using AI via API

How to Chat with PDFs Using AI via API

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3 min read
OpenSearchCon Europe 2025 - Amsterdam!

OpenSearchCon Europe 2025 - Amsterdam!

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1 min read
What Founders Must Do in Agentic LLM Era

What Founders Must Do in Agentic LLM Era

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2 min read
Vector Databases: Your AI's New Best Friend

Vector Databases: Your AI's New Best Friend

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1 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
Vector Database for Modern Applications

Vector Database for Modern Applications

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2 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
Relational Databases Holding You Back?

Relational Databases Holding You Back?

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1 min read
ChromaDB for the SQL Mind

ChromaDB for the SQL Mind

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4 min read
Getting started with LLM APIs

Getting started with LLM APIs

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16 min read
Understanding Vector Databases: A Beginner's Guide

Understanding Vector Databases: A Beginner's Guide

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4 min read
Setup PostgreSQL w/ pgvector in a docker container

Setup PostgreSQL w/ pgvector in a docker container

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2 min read
Simplest markdown component for your AI apps

Simplest markdown component for your AI apps

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1 min read
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