Forem

# 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 Database
Cover image for Vector Database

Vector Database

Comments
2 min read
Couchbase Weekly Updates - June 27, 2025
Cover image for 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
A Complete Guide to Retrieval-Augmented Generation
Cover image for 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
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
Cover image for 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
Cover image for 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 🌟
Cover image for 🚀 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
Cover image for 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
Cover image for 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
Cover image for 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
Cover image for 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
Cover image for 📺 Find the Anime: A Semantic AI Anime Search Tool

📺 Find the Anime: A Semantic AI Anime Search Tool

Comments
4 min read
Why PostgreSQL Might Be All the Backend You Need: Forget the Kitchen Sink

Why PostgreSQL Might Be All the Backend You Need: Forget the Kitchen Sink

6
Comments
4 min read
Processing data with “Data Prep Kit” (part 2)

Processing data with “Data Prep Kit” (part 2)

Comments
8 min read
Beyond Basic Practice: Creating the JobSage AI Interview Simulator with Gemini & Embeddings

Beyond Basic Practice: Creating the JobSage AI Interview Simulator with Gemini & Embeddings

Comments
5 min read
Entendiendo los Embeddings en Inteligencia Artificial

Entendiendo los Embeddings en Inteligencia Artificial

Comments
3 min read
Smarter RAG Systems with Graphs
Cover image for Smarter RAG Systems with Graphs

Smarter RAG Systems with Graphs

43
Comments
4 min read
Vector Database Indexing: A Comprehensive Guide

Vector Database Indexing: A Comprehensive Guide

Comments
7 min read
Postgres vs. Qdrant: Why Postgres Wins for AI and Vector Workloads
Cover image for Postgres vs. Qdrant: Why Postgres Wins for AI and Vector Workloads

Postgres vs. Qdrant: Why Postgres Wins for AI and Vector Workloads

1
Comments
4 min read
Vector Databases: their utility and functioning (RAG usage)

Vector Databases: their utility and functioning (RAG usage)

2
Comments
12 min read
Improve Your Python Search Relevancy with Astra DB Hybrid Search
Cover image for Improve Your Python Search Relevancy with Astra DB Hybrid Search

Improve Your Python Search Relevancy with Astra DB Hybrid Search

1
Comments
11 min read
loading...