Code LLaMA is a programming-focused language model that can propose Python workflows from plain-language requests. A practical use is filtering Portuguese customer reviews with positive keywords. Its deliberately simple output can be useful when you want control, but generated code still requires inspection, testing, and validation against the original reviews. section 5.5.6
Filtering Portuguese reviews
Prompt: “I have a dataframe with a review_comment_message column containing Portuguese customer reviews. Propose Python code to extract positive reviews using keyword search.” The resulting workflow loads review data, defines Portuguese keywords such as “ótimo,” “excelente,” and “recomendo,” applies a case-insensitive check, and saves matching rows to positive_reviews.csv. Review the keyword list and inspect sample matches, because punctuation, spelling, grammar, special characters, bias, and misleading matches can affect accuracy. section 5.5.6
