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Glossary

Retrieval-augmented generation (RAG)

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Answer in brief

Letting a model answer from your own documents: the system searches the documents, passes the relevant passages to the model and the model answers from them.

Olares OneLocal LLMhardwareVRAMquantizationtokens persecondThe rightmachine for yourmodel size

Olares One → Local LLM hardware → VRAM · quantization · tokens per second → The right machine for your model size

Letting a model answer from your own documents: the system searches the documents, passes the relevant passages to the model and the model answers from them.

Sources for this entry

  1. Olares One specifications (Olares docs) (Company-published)
  2. Olares One FAQ (Olares docs) (Company-published)

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Best Local LLM Hardware. “Retrieval-augmented generation (RAG).” Content reviewed 13 November 2026.

https://bestlocalllmhardware.com/glossary/rag/