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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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PostgreSQL as a Vector Database: When to Use pgvector vs Pinecone vs Weaviate

PostgreSQL as a Vector Database: When to Use pgvector vs Pinecone vs Weaviate

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8 min read
Vector Databases Explained: Architecture and System Design for AI Apps

Vector Databases Explained: Architecture and System Design for AI Apps

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6 min read
From Documents to Answers: How RAG Works

From Documents to Answers: How RAG Works

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3 min read
Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking

Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking

1
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4 min read
Vector Databases vs. Traditional Relational Databases: A Comprehensive Comparison (using Bob :p)

Vector Databases vs. Traditional Relational Databases: A Comprehensive Comparison (using Bob :p)

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13 min read
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 a Production-Ready RAG System with Incremental Indexing

Building a Production-Ready RAG System with Incremental Indexing

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6 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
NeuronDB Vector vs pgvector: Technical Comparison

NeuronDB Vector vs pgvector: Technical Comparison

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11 min read
Why we stopped stitching SQL + vector databases for AI apps - Answer is sochDB

Why we stopped stitching SQL + vector databases for AI apps - Answer is sochDB

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3 min read
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