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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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RAG is more than Vector Search

RAG is more than Vector Search

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4 min read
You may not need pg_vector, sqlite-vss, etc.
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You may not need pg_vector, sqlite-vss, etc.

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2 min read
Why Multi-Validator Hosts Break Traditional Security Scanning
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Why Multi-Validator Hosts Break Traditional Security Scanning

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4 min read
Opensearch as a Vector Database
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Opensearch as a Vector Database

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

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3 min read
Keyword vs. semantic search with AI
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Keyword vs. semantic search with AI

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

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Comments 2
3 min read
Cloud SQL vs. Specialized Databases: Choosing Your Vector Search Solution

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

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

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

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

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3 min read
Building a Vector Database from Scratch - CapybaraDB
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Building a Vector Database from Scratch - CapybaraDB

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

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10 min read
Building a FHIR Vector Repository with InterSystems IRIS and Python through the IRIStool module

Building a FHIR Vector Repository with InterSystems IRIS and Python through the IRIStool module

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5 min read
Amazon S3 Vectors: The Cost-Friendly Way to Store and Search AI Embeddings
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Amazon S3 Vectors: The Cost-Friendly Way to Store and Search AI Embeddings

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3 min read
🎓 Building a Smart LMS Assistant: RAG System with Pinecone for Multi-Source Learning Data

🎓 Building a Smart LMS Assistant: RAG System with Pinecone for Multi-Source Learning Data

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3 min read
An Introduction to LangChain
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An Introduction to LangChain

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31 min read
Caching in Vector Database: What You Need to Know
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Caching in Vector Database: What You Need to Know

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4 min read
Building Your Notion AI with pgvector in 10 Minutes

Building Your Notion AI with pgvector in 10 Minutes

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6 min read
Amazon S3 Vectors: When Storage Learns to Think
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Amazon S3 Vectors: When Storage Learns to Think

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8 min read
Why Privacy-First Databases Will Be the New Gold Standard

Why Privacy-First Databases Will Be the New Gold Standard

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3 min read
Accessing Low Level Vector APIs

Accessing Low Level Vector APIs

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7 min read
The Battle of Real-Time Databases: Firebase vs Supabase vs Postgres

The Battle of Real-Time Databases: Firebase vs Supabase vs Postgres

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3 min read
Couchbase Weekly Updates - October 17, 2025
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Couchbase Weekly Updates - October 17, 2025

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2 min read
MongoDB Vector Search With EF Core
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MongoDB Vector Search With EF Core

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12 min read
Teaching Security Scanners to Remember - Using Vector Embeddings to Stop Chasing Ghost Ports

Teaching Security Scanners to Remember - Using Vector Embeddings to Stop Chasing Ghost Ports

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4 min read
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