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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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Stop Reindexing: How We Built Real-Time Search Directly Into the Database using sochDB

Stop Reindexing: How We Built Real-Time Search Directly Into the Database using sochDB

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3 min read
How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

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2 min read
How We Built a Vector Database for SEC Filings Using PostgreSQL + pgvector

How We Built a Vector Database for SEC Filings Using PostgreSQL + pgvector

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6 min read
Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

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3 min read
Designing A Smart Documentation Agent Using Weaviate

Designing A Smart Documentation Agent Using Weaviate

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5 min read
TxtAI got skills

TxtAI got skills

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4 min read
Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

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4 min read
Vector Databases Explained: A Builder's Guide

Vector Databases Explained: A Builder's Guide

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7 min read
Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

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2 min read
Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

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5 min read
Building a Production-Ready RAG System with Incremental Indexing

Building a Production-Ready RAG System with Incremental Indexing

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6 min read
Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

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8 min read
Weaviate Is the Best Choice for Building Agentic Developer Systems with Claude Code, Here's Why!

Weaviate Is the Best Choice for Building Agentic Developer Systems with Claude Code, Here's Why!

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4 min read
From Image to Vector: Building Image Similarity Search with Python and MySQL

From Image to Vector: Building Image Similarity Search with Python and MySQL

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10 min read
NeuronDB Vector vs pgvector: Technical Comparison

NeuronDB Vector vs pgvector: Technical Comparison

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11 min read
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