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Tag: vector database

Vector Databases: Qdrant, Pinecone, and Weaviate

November 13, 2023 javi
Pantalla con visualización abstracta de datos en clusters

Vector databases have gone from experimental to backbone of LLM products. A pragmatic comparison of the three most-used options in 2023.

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Arquitectura Inteligencia Artificial 

pgvector: Semantic Search Without Leaving Postgres

November 1, 2023 javi
Servidor de base de datos con luces parpadeando

pgvector turns PostgreSQL into a competent vector database. When to choose it over Qdrant or Pinecone and how to configure it well.

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Arquitectura Inteligencia Artificial 

Chroma: A Lightweight Vector Database for Embedding Prototypes

October 17, 2023 javi
Visualización de vectores y puntos en espacio multidimensional

Chroma is the simplest option to start with embeddings and semantic search. When it shines, when it falls short, and how to deploy it.

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Arquitectura Inteligencia Artificial 

Recent Posts

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  • vLLM in 2025: the improvements that matter to LLM-serving teams
  • Microsoft’s GraphRAG in enterprise: patterns that work
  • Alignment evaluation: RLHF, DPO, and recent alternatives
  • Gemma 2: Google’s open model one year later
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