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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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How we did entity resolution with a vector DB and Argon

How we did entity resolution with a vector DB and Argon

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15 min read
Building a RAPTOR-Inspired Hierarchical Retrieval System with PostgreSQL, pgvector, and Apache AGE

Building a RAPTOR-Inspired Hierarchical Retrieval System with PostgreSQL, pgvector, and Apache AGE

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7 min read
What I Learned Replacing Flat RAG with Dual-Bank Memory

What I Learned Replacing Flat RAG with Dual-Bank Memory

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4 min read
The AI agent wasn't confused. It was drowning in 200 tools.

The AI agent wasn't confused. It was drowning in 200 tools.

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4 min read
Vector search: HotKV vs Redis 8 vector sets, from 1 to 100 clients

Vector search: HotKV vs Redis 8 vector sets, from 1 to 100 clients

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7 min read
I made search engine to search unsearchable topics

I made search engine to search unsearchable topics

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1 min read
Validating a vector database built for RAG: four layers of checks, with the code to run them

Validating a vector database built for RAG: four layers of checks, with the code to run them

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1 min read
Vector database per frontend: embeddings, similarity search e perché ti servono davvero nel 2026

Vector database per frontend: embeddings, similarity search e perché ti servono davvero nel 2026

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5 min read
How Rewire built a voice agent that rewrites itself after every wrong answer

How Rewire built a voice agent that rewrites itself after every wrong answer

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5 min read
Building My Own Knowledge Base: From PDF Ingestion to AI-Generated Memory Cards

Building My Own Knowledge Base: From PDF Ingestion to AI-Generated Memory Cards

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14 min read
Chroma discovery should start with collection data, not a search-engine count

Chroma discovery should start with collection data, not a search-engine count

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3 min read
Qdrant discovery: a missing app fingerprint is not proof of no deployment

Qdrant discovery: a missing app fingerprint is not proof of no deployment

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3 min read
Production Problems in RAG and How to Solve Them

Production Problems in RAG and How to Solve Them

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11 min read
GraphRAG vs Vector RAG: An Enterprise Decision Framework

GraphRAG vs Vector RAG: An Enterprise Decision Framework

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3 min read
Qdrant's free tier can be your whole database, not just your vector index

Qdrant's free tier can be your whole database, not just your vector index

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5 min read
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