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LLMs: A Real Use Case

LLMs: A Real Use Case

TLDR: We worked on implementing LLMs, Vector DB, and RAG for elMejorTrato.com. We concluded that:

  • Working with Spanish language has its tricks
  • ChatGPT API is too costly
  • LangChain and agents are sometimes an overkill
  • With SentenceBert and a VectorDB, marvelous things can be done
  • Quantized open-source LLMs give very good results
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