Context Python Library

The Context Python library provides a convenient way to interface with the Context APIs. We include pre-defined classes and operations to interact with API resources.

Installation

pip install --upgrade context-python

Usage

The library needs to be configured with your Context API key, which is available in the Context Settings Dashboard.

Synchronous Example

import getcontext
from getcontext.generated.models import Conversation, Message, MessageRole, Rating
from getcontext.token import Credential
import os

token = os.environ.get("GETCONTEXT_TOKEN")

c = getcontext.ContextAPI(credential=Credential(token))

c.log.conversation(
    body={
        "conversation": Conversation(
            messages=[
                Message(
                    message="You are a helpful assistant!",
                    role=MessageRole.SYSTEM,
                ),
                Message(
                    message="Hello, world!",
                    role=MessageRole.USER,
                ),
                Message(
                    message="Hi, how can I help?",
                    role=MessageRole.ASSISTANT,
                    rating=Rating.POSITIVE,
                ),
            ],
        )
    }
)

Async Example

import asyncio

import getcontext.generated.aio as getcontext
from getcontext.generated.models import Conversation, Message, MessageRole, Rating
from getcontext.token import AsyncCredential
import os

token = os.environ.get("GETCONTEXT_TOKEN")


async def log():
    async with getcontext.ContextAPI(credential=AsyncCredential(token)) as client:
        await client.log.conversation(
            body={
                "conversation": Conversation(
                    messages=[
                        Message(
                            message="You are a helpful assistant!",
                            role=MessageRole.SYSTEM,
                        ),
                        Message(
                            message="Hello, world!",
                            role=MessageRole.USER,
                        ),
                        Message(
                            message="Hi, how can I help?",
                            role=MessageRole.ASSISTANT,
                            rating=Rating.POSITIVE,
                        ),
                    ],
                )
            }
        )


loop = asyncio.get_event_loop()
loop.run_until_complete(log())
loop.close()

Appendix

python: true
output-folder: getcontext/generated/
no-namespace-folders: true
credential-default-policy-type: BearerTokenCredentialPolicy
black: true
python3-only: true
add-credential: true
credential-scopes: all
models-mode: msrest