A wrapper around the OpenAI Python library that wraps the Responses API with Pangea AI Guard
Project description
Pangea + OpenAI Python API library
A wrapper around the OpenAI Python library that wraps the Responses API with Pangea AI Guard. Supports Python v3.10 and greater.
Installation
pip install -U pangea-openai
Usage
import os
from pangea_openai import PangeaOpenAI
client = PangeaOpenAI(
api_key=os.environ.get("OPENAI_API_KEY"),
# Pangea options
pangea_api_key=os.environ.get("PANGEA_API_KEY"),
pangea_input_recipe="pangea_prompt_guard",
pangea_output_recipe="pangea_llm_response_guard",
)
response = client.responses.create(
model="gpt-4o",
instructions="You are a coding assistant that talks like a pirate.",
input="How do I check if a Python object is an instance of a class?",
)
print(response.output_text)
Microsoft Azure OpenAI
To use this library with Azure OpenAI,
use the PangeaAzureOpenAI class instead of the PangeaOpenAI class.
from pangea_openai import PangeaAzureOpenAI
client = PangeaAzureOpenAI(
# https://learn.microsoft.com/azure/ai-services/openai/reference#rest-api-versioning
api_version="2023-07-01-preview",
# https://learn.microsoft.com/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource
azure_endpoint="https://example-endpoint.openai.azure.com",
# Pangea options
pangea_api_key=os.environ.get("PANGEA_API_KEY"),
pangea_input_recipe="pangea_prompt_guard",
pangea_output_recipe="pangea_llm_response_guard",
)
completion = client.chat.completions.create(
model="deployment-name", # e.g. gpt-35-instant
messages=[
{
"role": "user",
"content": "How do I output all files in a directory using Python?",
},
],
)
print(completion.to_json())
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