DEV Community

# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
milvuslite-kit configuration over code for vector search and rag workflows

milvuslite-kit configuration over code for vector search and rag workflows

Comments
1 min read
Redis vs vector cache for LLM responses: latency, cost, and when to use each

Redis vs vector cache for LLM responses: latency, cost, and when to use each

Comments
12 min read
I Built a Python Agent That Uses a Vector DB as Memory, Not Retrieval

I Built a Python Agent That Uses a Vector DB as Memory, Not Retrieval

5
Comments 1
6 min read
Vector Databases: The Unsung Hero of Large Language Models and Generative AI

Vector Databases: The Unsung Hero of Large Language Models and Generative AI

Comments
7 min read
The challenges of creating a semantic memory layer on Cloudflare Workers, D1, and Vectorize.

The challenges of creating a semantic memory layer on Cloudflare Workers, D1, and Vectorize.

Comments
4 min read
Vector Database Benchmarks Are Lying to You. Here Is What to Test Instead.

Vector Database Benchmarks Are Lying to You. Here Is What to Test Instead.

1
Comments
5 min read
Why Your Vector Database Is Overpriced: Lucene's 32x Compression and Serverless Economics

Why Your Vector Database Is Overpriced: Lucene's 32x Compression and Serverless Economics

1
Comments
10 min read
Enterprises Are Quietly Moving Their AI Back On-Premises. Here Is Why.

Enterprises Are Quietly Moving Their AI Back On-Premises. Here Is Why.

1
Comments
5 min read
The AI Vendor Lock-In Nobody Talks About Until They Are Stuck

The AI Vendor Lock-In Nobody Talks About Until They Are Stuck

1
Comments
5 min read
3 Seconds Used to Be Fine. In 2026 It Kills Your Product.

3 Seconds Used to Be Fine. In 2026 It Kills Your Product.

1
Comments
5 min read
Stop Calling External Vector DBs for Every RAG Query: A .NET Embedded Alternative

Stop Calling External Vector DBs for Every RAG Query: A .NET Embedded Alternative

Comments
6 min read
Beyond Vector Search: The Hidden Engineering Traps of Graph-RAG in Production

Beyond Vector Search: The Hidden Engineering Traps of Graph-RAG in Production

Comments
4 min read
Your vector memory database remembers everything. That’s exactly the issue.

Your vector memory database remembers everything. That’s exactly the issue.

1
Comments
8 min read
Pinecone Tutorial: Getting Started with Vector Search in Python (2026)

Pinecone Tutorial: Getting Started with Vector Search in Python (2026)

Comments
5 min read
How We Reduced LLM Costs Without Touching Model Quality

How We Reduced LLM Costs Without Touching Model Quality

Comments
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.