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Retrieval Augmented Generation

Investigating Advanced RAG, collaborating with efforts to evaluate LLM outputs.

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See our RAG Demos and discussions here

Headlines:

  • LLMs produce more relevant and accurate content when given key information in the context window.
  • All RAG techniques seek to utilise this strength of LLMs by maximising the use of the context window.
  • Modern LLM systems will involve many RAG techniques, often coming as standard in AI development architectures.