summarize.py

from slashml import TextSummarization, services

# Replace `API_KEY` with your SlasML API token. This example still runs without
# the API token but usage will be limited
API_KEY = None
service_provider = TextSummarization.ServiceProvider.OPENAI
input_text = """A good writer doesn't just think, and then write down what he thought, as a sort of transcript. A good writer will almost always discover new things in the process of writing. And there is, as far as I know, no substitute for this kind of discovery. Talking about your ideas with other people is a good way to develop them. But even after doing this, you'll find you still discover new things when you sit down to write. There is a kind of thinking that can only be done by writing."""

# Find all the service providers that we support by running the choices() method
print(f"Available providers: {TextSummarization.ServiceProvider.choices()}")
print(f"Selected provider: {service_provider}")

# Summarize text
response = services.summarize_text(text=input_text, service_provider=service_provider, api_key=API_KEY)
print(f"{response}\n\nSummary = {response.summarization_data}")