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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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How to Choose the Right Vector Database for Enterprise AI
riospablo profile

How to Choose the Right Vector Database for Enterprise AI

#vectordatabase #enterprise #ai
1
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4 min read
The Database Zoo: Vector Databases and High-Dimensional Search
gkoos profile

The Database Zoo: Vector Databases and High-Dimensional Search

#database #vectordatabase
Comments
16 min read
Choosing Rowstore or Columnstore? How to Pick the Right Engine for Your Workload
aasawari_sahasrabuddhe_c6 profile

Choosing Rowstore or Columnstore? How to Pick the Right Engine for Your Workload

#database #vectordatabase #ai #singlestore
1
Comments
10 min read
Launching your RAG system on AWS: CloudFront, Lambda, Bedrock & S3 Vectors
sergioestebance profile

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

#aws #bedrock #lambda #vectordatabase
5
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10 min read
Our RAG system failed to understand KPIs — Part 1: Metric retrieval design
junyoungmoon profile

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

#rag #systemdesign #vectordatabase #backend
4
Comments
5 min read
Signal-driven health monitoring for HNSW indices w/ pgvector
jake profile

Signal-driven health monitoring for HNSW indices w/ pgvector

#ai #vectordatabase #postgres #pgvector
Comments
3 min read
Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance
ashutosh_kumar_e87e14143e profile

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

#milvus #vectordatabase #rag #ai
Comments
3 min read
How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store
javokhir_s profile

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

#ai #aws #rag #vectordatabase
5
Comments 1
5 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State
nsfwcoders profile

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

#machinelearning #vectordatabase #llm
Comments
3 min read
Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search
therish2050 profile

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

#symfony #php #ai #vectordatabase
8
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8 min read
Embeddings y RAG en aplicaciones web
jeanvittory profile

Embeddings y RAG en aplicaciones web

#openai #vectordatabase #ai #node
Comments
8 min read
RAG is more than Vector Search
davidmezzetti profile

RAG is more than Vector Search

#ai #llm #rag #vectordatabase
1
Comments
4 min read
Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search
qvfagundes profile

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

#ai #llm #vectordatabase
1
Comments
15 min read
You may not need pg_vector, sqlite-vss, etc.
nvahalik profile

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

#ai #php #rag #vectordatabase
Comments
2 min read
Why Multi-Validator Hosts Break Traditional Security Scanning
simon_morley profile

Why Multi-Validator Hosts Break Traditional Security Scanning

#ai #vectordatabase #web3 #cybersecurity
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4 min read
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