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.
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
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
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
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
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
Your AI Conversations Are Not Yours. Yet…

Your AI Conversations Are Not Yours. Yet…

1
Comments
8 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 AI Agent Craves Curation. Here’s the FADEMEM Memory Architecture That Delivers It.

Your AI Agent Craves Curation. Here’s the FADEMEM Memory Architecture That Delivers It.

1
Comments
13 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
Your AI Has a Memory. It Just Doesn’t Know What to Remember.

Your AI Has a Memory. It Just Doesn’t Know What to Remember.

1
Comments
11 min read
How We Reduced LLM Costs Without Touching Model Quality

How We Reduced LLM Costs Without Touching Model Quality

Comments
3 min read
Three Design Decisions That Shaped the Enterprise RAG Retrieval Pipeline

Three Design Decisions That Shaped the Enterprise RAG Retrieval Pipeline

Comments
5 min read
The Whitepaper Thunderdome: EvoMemBench vs. Remembering More, Risking More

The Whitepaper Thunderdome: EvoMemBench vs. Remembering More, Risking More

1
Comments
12 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.