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.
What is an Embedding? And Why Should Devs Care?

What is an Embedding? And Why Should Devs Care?

Comments
3 min read
How to Embed User Preferences

How to Embed User Preferences

1
Comments
2 min read
My First AI Project: A Journey of Building RAG Knowledge Base from Scratch

My First AI Project: A Journey of Building RAG Knowledge Base from Scratch

1
Comments
3 min read
Contextual chunking for Retrieval Augmented Generation

Contextual chunking for Retrieval Augmented Generation

2
Comments
59 min read
Simplifying Programmatic Database Handling

Simplifying Programmatic Database Handling

Comments
4 min read
Unorthodox journey towords data compression

Unorthodox journey towords data compression

Comments
2 min read
5 Hidden Adobe Illustrator Features Every Designer (and Dev) Should Know

5 Hidden Adobe Illustrator Features Every Designer (and Dev) Should Know

Comments
3 min read
Vector Database

Vector Database

Comments
2 min read
Couchbase Weekly Updates - June 27, 2025

Couchbase Weekly Updates - June 27, 2025

1
Comments
2 min read
SQL vs NoSQL? Why Not Both?

SQL vs NoSQL? Why Not Both?

Comments 1
2 min read
Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

2
Comments
12 min read
Medical RAG Research with txtai

Medical RAG Research with txtai

1
Comments
7 min read
A Complete Guide to Retrieval-Augmented Generation

A Complete Guide to Retrieval-Augmented Generation

6
Comments
8 min read
Building AI Agents: From Zero to Hero

Building AI Agents: From Zero to Hero

1
Comments
11 min read
Scalable Character Insights from Novels Using Vector Search and LLMs

Scalable Character Insights from Novels Using Vector Search and LLMs

1
Comments
2 min read
Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

Comments
2 min read
Quick Apply: Building A Conversational Job Application Web App

Quick Apply: Building A Conversational Job Application Web App

Comments
4 min read
Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

Comments
10 min read
🚀 Build Your Own AI Assistant with Node.js: My Roadmap and Journey 🌟

🚀 Build Your Own AI Assistant with Node.js: My Roadmap and Journey 🌟

3
Comments 2
4 min read
VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval

VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval

5
Comments
1 min read
Building a smarter Web scraper: Vector embeddings for intelligent content retrieval

Building a smarter Web scraper: Vector embeddings for intelligent content retrieval

1
Comments
3 min read
Recent Trends in Distributed Warehousing and Data Mining

Recent Trends in Distributed Warehousing and Data Mining

1
Comments
2 min read
Meetup: Vector databases, RAG, BM25, sparse searches, AI model training

Meetup: Vector databases, RAG, BM25, sparse searches, AI model training

Comments 1
2 min read
Vector Search in Action: Personalization with AI Embeddings

Vector Search in Action: Personalization with AI Embeddings

1
Comments
5 min read
📺 Find the Anime: A Semantic AI Anime Search Tool

📺 Find the Anime: A Semantic AI Anime Search Tool

Comments
4 min read
loading...