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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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Leveraging a Vector Database for Semantic Search with ChromaDB: A Beginner’s Guide

Leveraging a Vector Database for Semantic Search with ChromaDB: A Beginner’s Guide

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9 min read
Find Your Fit: When to Use seekdb

Find Your Fit: When to Use seekdb

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3 min read
PostgreSQL as a Vector Database: When to Use pgvector vs Pinecone vs Weaviate

PostgreSQL as a Vector Database: When to Use pgvector vs Pinecone vs Weaviate

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8 min read
How to use Elasticsearch as the Neural Backbone of a Multi-Agent AI Manufacturing and Monitoring Platform

How to use Elasticsearch as the Neural Backbone of a Multi-Agent AI Manufacturing and Monitoring Platform

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4 min read
I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

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13 min read
Stop Stitching Your RAG Stack: Why We Built seekdb

Stop Stitching Your RAG Stack: Why We Built seekdb

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4 min read
Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking

Architectural Consolidation for Low-Latency Retrieval Systems: Why We Co-Located Transport, Embedding, Search, and Reranking

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4 min read
Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

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3 min read
From Web to Vector: Building RAG Pipelines

From Web to Vector: Building RAG Pipelines

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6 min read
I Built a Baseline RAG System — Then Measured Where It Actually Breaks

I Built a Baseline RAG System — Then Measured Where It Actually Breaks

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3 min read
I Built a Baseline RAG System — Then Measured Where It Actually Breaks

I Built a Baseline RAG System — Then Measured Where It Actually Breaks

2
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3 min read
SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors

SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors

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7 min read
The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases

The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases

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8 min read
Why Real-Time Analytics Can’t Depend on Cloud in 2026

Why Real-Time Analytics Can’t Depend on Cloud in 2026

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14 min read
PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

3
Comments
8 min read
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