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.
My Favorite Constant in Retrieval Is 60. Nobody Tunes It. That's the Point.
fagundesv profile

My Favorite Constant in Retrieval Is 60. Nobody Tunes It. That's the Point.

#python #datascience #database #vectordatabase
Comments
2 min read
Vector Search Is Still the Memory Layer Agents Actually Need

Real-world debugging tips and retrieval trade-offs
bengreenberg profile

Vector Search Is Still the Memory Layer Agents Actually Need

#ai #llm #agents #vectordatabase
9
Comments 12
4 min read
You Deleted BM25 the Day You Bought a Vector Database. Your Fraud Queue Noticed
fagundesv profile

You Deleted BM25 the Day You Bought a Vector Database. Your Fraud Queue Noticed

#datascience #python #dataengineering #vectordatabase
1
Comments
3 min read
Building Intelligent Chatbots with RAG and Vector Databases: A Developer's Practical Guide
emongmarcc profile

Building Intelligent Chatbots with RAG and Vector Databases: A Developer's Practical Guide

#laravel #ai #chatbot #vectordatabase
Comments
5 min read
VectorAI DB Doesn't Embed Your Text, and That's the Point
gerimate profile

VectorAI DB Doesn't Embed Your Text, and That's the Point

#ai #vectordatabase #docker
6
Comments 1
5 min read
Building a Production RAG Pipeline: Document Processing, Chunking, and Metadata Design
damir-karimov profile

Building a Production RAG Pipeline: Document Processing, Chunking, and Metadata Design

#rag #llm #ai #vectordatabase
2
Comments 4
14 min read
Building a Production-Grade Hybrid RAG System
shadrach1999 profile

Building a Production-Grade Hybrid RAG System

#rag #vectordatabase #langgraph #elasticsearch
7
Comments 1
12 min read
The $11,000/Month diff: You're Shipping 600 DPI When 150 Gets the Job Done
jon_handler_9bb3e6b4a2fd0 profile

The $11,000/Month diff: You're Shipping 600 DPI When 150 Gets the Job Done

#opensearch #vectordatabase #semanticsearch #cloudcomputing
1
Comments
3 min read
How Vector Databases Search a Million Vectors Without Checking a Million
dilip_v_p profile

How Vector Databases Search a Million Vectors Without Checking a Million

#ai #vectordatabase #machinelearning #backend
Comments
4 min read
Scaling RAG Systems: Production Architecture, Performance, and Cost Optimization
damir-karimov profile

Scaling RAG Systems: Production Architecture, Performance, and Cost Optimization

#ai #llm #rag #vectordatabase
Comments 5
15 min read
I built RAG over code, and vector search alone failed me
boris9027 profile

I built RAG over code, and vector search alone failed me

#rag #vectordatabase #graphs #llm
2
Comments 3
4 min read
Vector Databases, Deep Indexing & Token Economics: The Complete Story (phase 3)
surajrkhonde profile

Vector Databases, Deep Indexing & Token Economics: The Complete Story (phase 3)

#programming #ai #vectordatabase #webdev
8
Comments
17 min read
pgvector or Pinecone: A reflection on choosing to provide business value
phani_saripalli profile

pgvector or Pinecone: A reflection on choosing to provide business value

#ai #python #pinecone #vectordatabase
Comments
9 min read
Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating
mzunain profile

Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

#rag #retrievalaugmented #llm #vectordatabase
1
Comments 2
3 min read
Really fast columnar analytics engine
ragekill3377 profile

Really fast columnar analytics engine

#database #vectordatabase #analytics #bytecode
1
Comments 2
1 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.