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.
Make a medical chatbot using GraphRAG with SurrealDB + LangChain

Make a medical chatbot using GraphRAG with SurrealDB + LangChain

16
Comments
8 min read
Is your Vector Database Really Fast?

Is your Vector Database Really Fast?

1
Comments
9 min read
How I ditched LangChain to create my own custom RAG

How I ditched LangChain to create my own custom RAG

1
Comments
10 min read
Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

2
Comments
7 min read
Couchbase Weekly Updates - June 13, 2025

Couchbase Weekly Updates - June 13, 2025

Comments
1 min read
Agent Long-term Memory with Spring AI & Redis

Agent Long-term Memory with Spring AI & Redis

1
Comments 1
14 min read
halfvec: Half the Bits, Twice the speed?

halfvec: Half the Bits, Twice the speed?

1
Comments
7 min read
Building a Multimodal Deep Research Agent

Building a Multimodal Deep Research Agent

Comments
8 min read
Semantic search in Rust using SurrealDB and Mistral AI

Semantic search in Rust using SurrealDB and Mistral AI

15
Comments
12 min read
JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy

JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy

6
Comments
6 min read
Retrieval-Augmented Generation (RAG) with Vector Databases: Powering Context-Aware AI in 2025

Retrieval-Augmented Generation (RAG) with Vector Databases: Powering Context-Aware AI in 2025

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