Great to see some actual open source! Looking at the training data. For example a prompt / response like this: Prompt: I want to create a Python program tha

Great to see some actual open source! Looking at the training data. For example a prompt / response like this: Prompt: I want to create a Python program that takes a sentence as input and sorts all the words in the sentence in descending order based on their length. How can I achieve this? Response: Certainly! You can create a Python program to sort the words in a sentence by their length in descending order. Here’s a step-by-step guide to achieve this: 1. *Split the sentence into words*: Use the `split()` method to break the sentence into a list of words. 2. *Sort the words by length*: Use the `sorted()` function with a custom key to sort the words by their length in descending order. 3. *Join the sorted words*: Use the `join()` method to combine the sorted words back into a single string. Here's a complete Python program that demonstrates this: ```python def sort_words_by_length(sentence): # Step 1: Split the sentence into words words = sentence.split() # Step 2: Sort the words by length in descending order sorted_words = sorted(words, key=len, reverse=True) # Step 3: Join the sorted words back into a single string sorted_sentence = ' '.join(sorted_words) return sorted_sentence # Example usage sentence = "I want to create a Python program" sorted_sentence = sort_words_by_length(sentence) print(sorted_sentence) ``` ### Explanation: - *`sentence.split()`*: This method splits the input sentence into a list of words based on whitespace. - *`sorted(words, key=len, reverse=True)`*: This sorts the list of words based on their length. The `key=len` argument specifies that the length of each word should be used for sorting, and `reverse=True` ensures the sorting is in descending order. - *`' '.join(sorted_words)`*: This joins the sorted list of words back into a single string, with each word separated by a space. ### Example Output: For the input sentence `"I want to create a Python program"`, the output will be: ``` create program Python want ``` This output shows the words sorted by length in descending order. It strikes me that it would easier to train a NN (or another mechanism) if the training that was more structured and the actual question/answer was stripped from the plesentaries / additional explanations. Also keep the training data to one language (say english / python). Ie.: Prompt: sort the words in a sentence by their length in descending order Response: sorted(sentence.split(), key=len, reverse=True) Alternative one could use snippets like above and the synthesize "realistic" prompt / responses.