llm-verify.md
In mall: Run Multiple Large Language Model Predictions Against a Table, or Vectors

Preview works

Code
  llm_vec_verify("this is a test", "a test", preview = TRUE)
Output
  ollamar::chat(messages = list(list(role = "user", content = "You are a helpful text analysis engine. Determine this is true  'a test'. No capitalization. No explanations.  The answer is based on the following text:\nthis is a test")), 
      output = "text", model = "llama3.2", seed = 100)

Verify on Ollama works

Code
  llm_verify(reviews, review, "is the customer happy")
Output
                                                                                review
  1                 This has been the best TV I've ever used. Great screen, and sound.
  2          I regret buying this laptop. It is too slow and the keyboard is too noisy
  3 Not sure how to feel about my new washing machine. Great color, but hard to figure
    .verify
  1       1
  2       0
  3       0

Code
  llm_verify(reviews, review, "is the customer happy", yes_no = c("y", "n"))
Output
                                                                                review
  1                 This has been the best TV I've ever used. Great screen, and sound.
  2          I regret buying this laptop. It is too slow and the keyboard is too noisy
  3 Not sure how to feel about my new washing machine. Great color, but hard to figure
    .verify
  1       y
  2       n
  3       n