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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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VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales

VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales

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3 min read
Signal-driven health monitoring for HNSW indices w/ pgvector

Signal-driven health monitoring for HNSW indices w/ pgvector

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3 min read
Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance

Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance

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3 min read
How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store

How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store

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5 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State

Memory in AI Companions: Implementing Vector-Based Long-Term User State

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3 min read
Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search

Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search

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8 min read
Embeddings y RAG en aplicaciones web

Embeddings y RAG en aplicaciones web

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8 min read
RAG is more than Vector Search

RAG is more than Vector Search

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4 min read
Demystifying Retrieval-Augmented Generation (RAG)

Demystifying Retrieval-Augmented Generation (RAG)

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4 min read
Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search

Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search

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15 min read
You may not need pg_vector, sqlite-vss, etc.

You may not need pg_vector, sqlite-vss, etc.

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2 min read
Why Multi-Validator Hosts Break Traditional Security Scanning

Why Multi-Validator Hosts Break Traditional Security Scanning

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4 min read
Opensearch as a Vector Database

Opensearch as a Vector Database

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5 min read
How Google Mistook My Sui Node for a Bitcoin Farm (And Banned Me) (again)

How Google Mistook My Sui Node for a Bitcoin Farm (And Banned Me) (again)

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3 min read
Keyword vs. semantic search with AI

Keyword vs. semantic search with AI

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4 min read
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