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#rag

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You're doing RAG wrong
A technical argument for replacing text chunks with structured QA packets in RAG pipelines, for ML engineers and data architects building production retrieval systems.
Artigos

#rag

#retrieval

#llm

Best for ML engineers and data architects who own a RAG ingestion pipeline and want to fix retrieval at the source

PixelRAG

Visual RAG pipeline that retrieves over screenshot tiles instead of parsed text, preserving tables, charts, and layout for more accurate document search.

Plataformas e serviços #rag #vision #open-source

Best for Builders doing RAG over documents where tables, charts, or layout carry meaning that HTML parsing silently drops

Honcho

Infraestrutura de memória para construir agentes de IA com estado, armazene mensagens e eventos, deixe o Honcho raciocinar em segundo plano e depois consulte representações de peers, contexto de sessão ou insights em linguagem natural de qualquer modelo ou framework.

Plataformas e serviços #open-source #memory #agents

Best for Dar aos agentes memória de longo prazo por usuário