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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Chandrashekhar Kachawa

Dec 11 '25

Demystifying Retrieval-Augmented Generation (RAG)

#ai #vectordatabase #python #beginner

4 min read

Vinicius Fagundes

Dec 11 '25

Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search

#ai #llm #vectordatabase

15 min read

Cover image for You may not need pg_vector, sqlite-vss, etc.

Nov 6 '25

You may not need pg_vector, sqlite-vss, etc.

#ai #php #rag #vectordatabase

2 min read

Cover image for Why Multi-Validator Hosts Break Traditional Security Scanning

Nov 5 '25

Why Multi-Validator Hosts Break Traditional Security Scanning

#ai #vectordatabase #web3 #cybersecurity

4 min read

Cover image for Opensearch as a Vector Database

Neel

Dec 5 '25

Opensearch as a Vector Database

#opensearch #vectordatabase #aws #ai

5 min read

Cover image for How Google Mistook My Sui Node for a Bitcoin Farm (And Banned Me) (again)

Oct 30 '25

How Google Mistook My Sui Node for a Bitcoin Farm (And Banned Me) (again)

#vectordatabase #googlecloud #security #devops

3 min read

Cover image for Keyword vs. semantic search with AI

Alejandro Duarte

Oct 29 '25

Keyword vs. semantic search with AI

#python #ai #database #vectordatabase

4 min read

Cover image for LLM Reasoning: Why Models Hallucinate and how to reduce it?

Ananya S

Dec 3 '25

LLM Reasoning: Why Models Hallucinate and how to reduce it?

#ai #llm #beginners #vectordatabase

3 min read

Richard Abishai

Dec 3 '25

Vector Databases 101: FAISS vs Pinecone

#ai #vectordatabase #python #langchain

4 min read

Dec 15 '25

Cloud SQL vs. Specialized Databases: Choosing Your Vector Search Solution

#data #googlecloudsql #rags #vectordatabase

4 min read

Cover image for It’s All About Memory: The Missing Piece in AI Agents

Nov 30 '25

It’s All About Memory: The Missing Piece in AI Agents

#ai #vectordatabase #agents #development

3 min read

Ali Ismail

Oct 26 '25

Why Your RAG System Hallucinations Start at Ingestion, Not the LLM

#rag #vectordatabase #llm #agents

3 min read

Cover image for Building a Vector Database from Scratch - CapybaraDB

Piyush Choudhari

Nov 11 '25

Building a Vector Database from Scratch - CapybaraDB

#ai #vectordatabase #rag

11 min read

Cover image for The Database Zoo: Vector Databases and High-Dimensional Search

Gabor Koos

Nov 25 '25

The Database Zoo: Vector Databases and High-Dimensional Search

#database #vectordatabase

16 min read

Cover image for MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check)

Nov 24 '25

MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check)

#database #vectordatabase #sql #architecture

10 min read

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