Enable/Disable logging for SDK#
Follow the official logging documentation for more options: https://docs.python.org/3/library/logging.config.html
import logging
from dotenv import load_dotenv
from genai import Client, Credentials
from genai.text.generation import (
DecodingMethod,
TextGenerationParameters,
TextGenerationReturnOptions,
)
# make sure you have a .env file under genai root with
# GENAI_KEY=<your-genai-key>
# GENAI_API=<genai-api-endpoint>
load_dotenv()
logging.basicConfig(level=logging.INFO)
# Most GEN-ai logs are at Debug level, so you can specifically enable
# or change the genai logging level here
logging.getLogger("genai").setLevel(logging.DEBUG)
def heading(text: str) -> str:
"""Helper function for centering text."""
return "\n" + f" {text} ".center(80, "=") + "\n"
print(heading("Generate text with detailed logs"))
client = Client(credentials=Credentials.from_env())
prompts = ["Hello! How are you?", "How's the weather?"]
for response in client.text.generation.create(
model_id="google/flan-ul2",
inputs=prompts,
parameters=TextGenerationParameters(
decoding_method=DecodingMethod.SAMPLE,
max_new_tokens=10,
return_options=TextGenerationReturnOptions(input_text=True),
),
):
[result] = response.results
print(f"Prompt: {result.input_text}\nResponse: {result.generated_text}")