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Anthropic

We've added new features to the Anthropic Console. Claude can genera...

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Durée
3:19
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anglais
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222 k
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16.52s
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Anthropic We've added new features to the Anthropic Console. Claude can genera... at 0:00
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Anthropic We've added new features to the Anthropic Console. Claude can genera... at 2:42
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Anthropic We've added new features to the Anthropic Console. Claude can genera... at 2:47
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Transcription de We've added new features to the Anthropic Console. Claude can genera...

Transcrit par un modèle vocal à partir du son du film, et non rédigé par la marque. Cliquez sur une ligne pour y amener la lecture.

  1. 0:00We've recently made a number of improvements to the Anthropic workbench that make it easier to develop and deploy high-quality prompts for Claude.
  2. 0:07Let's see how it works by taking a look at our recently updated prompt generator.
  3. 0:12You can use the prompt generator to take a high-level description of a task and convert it into a detailed prompt template using Claude 3.5 Sonnet.
  4. 0:20In this case, let's imagine we need to triage customer support requests.
  5. 0:24As you can see, Claude immediately starts writing a prompt based off of our task.
  6. 0:28It's detailed and specific and looks like it should work.
  7. 0:32But before we deploy it to production, we should really test to see how it performs with realistic customer data.
  8. 0:39Coming up with realistic test data can be time consuming and can take longer than writing the prompt itself.
  9. 0:45You can now use Claude to automatically generate realistic input data based off of your prompt.
  10. 0:50In this case, we can generate a customer support request.
  11. 0:54This one looks good, so let's see how the prompt works with this particular support request.
  12. 1:00This seems pretty good. It's providing a justification and a triage decision.
  13. 1:05But how do we know that we didn't get lucky? How do we know that this prompt is actually going to
  14. 1:10work in a broad range of scenarios? That's where the new evaluate feature comes in.
  15. 1:15You can use the evaluate page to set up as many test cases as you want. Let's keep generating a
  16. 1:21broad range of representative test cases. You can also upload test cases from a CSV if you happen to
  17. 1:28have the test data in net. Test case generation logic is highly customizable and adapts to your
  18. 1:35existing test set. If you have highly specific requirements you can directly edit the generation
  19. 1:40logic yourself. Once you have enough test cases ready you can generate results for your new test suite.
  20. 1:56Alright, these results look pretty good.
  21. 1:59So let's go and grade their quality.
  22. 2:01Maybe we decide when we're evaluating them that we actually felt that the justifications were a little brief.
  23. 2:07We'd like them to be a bit longer.
  24. 2:10Well, we can go back to the prompt and find the section where it specified a one-sentence justification
  25. 2:18and update it to a two-sentence justification.
  26. 2:22We can rerun the prompt.
  27. 2:25And just as we'd hope, we're seeing a two-sentence justification.
  28. 2:30So let's go back to the Evaluate tab.
  29. 2:33And thankfully, our test suite is still there.
  30. 2:36So we can rerun the new prompt against the old test set data.
  31. 2:42And just as we hoped, they're all just a little bit longer.
  32. 2:47we can go and grade these new outputs
  33. 2:50we're happier with these ones
  34. 2:54but just to be sure
  35. 2:55we can actually compare these new results
  36. 2:59against the old results
  37. 3:01and here we can see side by side
  38. 3:05the results are longer
  39. 3:06we're still getting similar triage decisions
  40. 3:09but outgrading on average is better
40 lignes · 492 mots

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