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

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

1
Comments
4 min read
Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

6
Comments
2 min read
Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

2
Comments 1
5 min read
Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

1
Comments
8 min read
I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

6
Comments
13 min read
RAG Systems and Privacy: Your Vector Database Is Leaking More Than You Think

RAG Systems and Privacy: Your Vector Database Is Leaking More Than You Think

1
Comments
7 min read
PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

1
Comments
8 min read
Mini Tip of the Day - Preloading the License into the Docker IRIS Image

Mini Tip of the Day - Preloading the License into the Docker IRIS Image

1
Comments
8 min read
From Image to Vector: Building Image Similarity Search with Python and MySQL

From Image to Vector: Building Image Similarity Search with Python and MySQL

1
Comments
10 min read
Federation Over Embeddings: Let AI Agents Query Data Where It Lives

Federation Over Embeddings: Let AI Agents Query Data Where It Lives

1
Comments
8 min read
Accelerating Multimodal Vector DB with Hugging Face + LanceDB

Accelerating Multimodal Vector DB with Hugging Face + LanceDB

Comments
14 min read
Exploring Search Capabilities With Atlas Search-Part 2

Exploring Search Capabilities With Atlas Search-Part 2

Comments
10 min read
From RAG to Agents: How TiDB Powers Modern AI Applications

From RAG to Agents: How TiDB Powers Modern AI Applications

1
Comments
11 min read
Build Chatbot with RAG: Beyond Basic Q&A in 2026

Build Chatbot with RAG: Beyond Basic Q&A in 2026

1
Comments 2
7 min read
Vector Databases Explained: Architecture and System Design for AI Apps

Vector Databases Explained: Architecture and System Design for AI Apps

Comments
6 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.