| import numpy as np |
| import openai |
| import os |
| import random |
| import string |
|
|
|
|
| def is_climate_change_related(sentence: str, classifier) -> bool: |
| """_summary_ |
| |
| Args: |
| sentence (str): _description_ |
| classifier (_type_): _description_ |
| |
| Returns: |
| bool: _description_ |
| """ |
| results = classifier( |
| sequences=sentence, |
| candidate_labels=["climate change related", "non climate change related"], |
| ) |
| print(f" ## Result from is climate change related {results}") |
| return results["labels"][np.argmax(results["scores"])] == "climate change related" |
|
|
|
|
| def make_pairs(lst): |
| """From a list of even lenght, make tupple pairs |
| Args: |
| lst (list): _description_ |
| Returns: |
| list: _description_ |
| """ |
| return [(lst[i], lst[i + 1]) for i in range(0, len(lst), 2)] |
|
|
|
|
| def set_openai_api_key(text): |
| """Set the api key and return chain.If no api_key, then None is returned. |
| To do : add raise error & Warning message |
| Args: |
| text (str): openai api key |
| Returns: |
| str: Result of connection |
| """ |
| openai.api_key = os.environ["api_key"] |
|
|
| if text.startswith("sk-") and len(text) > 10: |
| openai.api_key = text |
| return f"You're all set: this is your api key: {openai.api_key}" |
|
|
|
|
| def get_random_string(length): |
| |
| letters = string.ascii_lowercase |
| result_str = "".join(random.choice(letters) for i in range(length)) |
| print("Random string of length", length, "is:", result_str) |
|
|
