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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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An Introduction to LangChain
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An Introduction to LangChain

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31 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State

Memory in AI Companions: Implementing Vector-Based Long-Term User State

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3 min read
Embeddings y RAG en aplicaciones web
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Embeddings y RAG en aplicaciones web

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8 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
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
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 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
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
Couchbase Weekly Updates - October 17, 2025
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Couchbase Weekly Updates - October 17, 2025

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2 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
How to Build Semantic Search in ASP.NET Core using PostgreSQL
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How to Build Semantic Search in ASP.NET Core using PostgreSQL

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3 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
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
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
Quantize Your Vectors, Speed Up Your Java AI Applications
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Quantize Your Vectors, Speed Up Your Java AI Applications

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20 min read
Building a 'Chat with Your Logs' System on AWS Using OpenSearch Serverless and Bedrock

Building a 'Chat with Your Logs' System on AWS Using OpenSearch Serverless and Bedrock

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7 min read
Furniture Image Classification Using TypeScript + BilberryDB SDK vs. No-Code Approach
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Furniture Image Classification Using TypeScript + BilberryDB SDK vs. No-Code Approach

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4 min read
💡 What's new in txtai 9.0

💡 What's new in txtai 9.0

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5 min read
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