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You're reading from  Generative AI with LangChain

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781835083468
Edition1st Edition
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Author (1)
Ben Auffarth
Ben Auffarth
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Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.
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Questions

Please try and see if you can come up with the answers to these questions from memory. If you are unsure about any of them, you might want to refer to the corresponding section in the chapter:

  1. In your opinion, what is the best term for describing the operationalization of language models, LLM apps, or apps that rely on generative models in general?
  2. What is a token and why should you know about token usage when querying LLMs?
  3. How can we evaluate LLM apps?
  4. Which tools can help to evaluate LLM apps?
  5. What are the considerations for the production deployment of agents?
  6. Name a few tools used for deployment.
  7. What are the important metrics for monitoring LLMs in production?
  8. How can we monitor LLM applications?
  9. What’s LangSmith?
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Generative AI with LangChain
Published in: Dec 2023Publisher: PacktISBN-13: 9781835083468

Author (1)

author image
Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.
Read more about Ben Auffarth