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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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Cover image for Launching your RAG system on AWS: CloudFront, Lambda, Bedrock & S3 Vectors

Nov 24 '25

Launching your RAG system on AWS: CloudFront, Lambda, Bedrock & S3 Vectors

#aws #bedrock #lambda #vectordatabase

10 min read

Dec 14 '25

Our RAG system failed to understand KPIs — Part 1: Metric retrieval design

#rag #systemdesign #vectordatabase #backend

5 min read

Cover image for Signal-driven health monitoring for HNSW indices w/ pgvector

Jake Casto

Dec 8 '25

Signal-driven health monitoring for HNSW indices w/ pgvector

#ai #vectordatabase #postgres #pgvector

3 min read

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

Dec 21 '25

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

#milvus #vectordatabase #rag #ai

3 min read

Javokhir Shoyusupov for AWS Community Builders

Dec 7 '25

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

#ai #aws #rag #vectordatabase

5 min read

Nov 11 '25

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

#machinelearning #vectordatabase #llm

3 min read

Rishabh Bisht for MongoDB

Dec 12 '25

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

#symfony #php #ai #vectordatabase

8 min read

Cover image for Embeddings y RAG en aplicaciones web

Jean Carlo Vittory Laguna

Nov 8 '25

Embeddings y RAG en aplicaciones web

#openai #vectordatabase #ai #node

8 min read

David Mezzetti for NeuML

Dec 12 '25

RAG is more than Vector Search

#ai #llm #rag #vectordatabase

4 min read

Vinicius Fagundes

Dec 11 '25

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

#ai #llm #vectordatabase

15 min read

Cover image for You may not need pg_vector, sqlite-vss, etc.

Nov 6 '25

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

#ai #php #rag #vectordatabase

2 min read

Cover image for Why Multi-Validator Hosts Break Traditional Security Scanning

Nov 5 '25

Why Multi-Validator Hosts Break Traditional Security Scanning

#ai #vectordatabase #web3 #cybersecurity

4 min read

Cover image for Opensearch as a Vector Database

Neel

Dec 5 '25

Opensearch as a Vector Database

#opensearch #vectordatabase #aws #ai

5 min read

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

Oct 30 '25

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

#vectordatabase #googlecloud #security #devops

3 min read

Cover image for Keyword vs. semantic search with AI

Alejandro Duarte

Oct 29 '25

Keyword vs. semantic search with AI

#python #ai #database #vectordatabase

4 min read

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