chat.py

# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.

from __future__ import annotations

import httpx

from .._types import Body, Query, Headers, NotGiven, not_given
from .._compat import cached_property
from .._resource import SyncAPIResource, AsyncAPIResource
from .._response import (
    to_raw_response_wrapper,
    to_streamed_response_wrapper,
    async_to_raw_response_wrapper,
    async_to_streamed_response_wrapper,
)
from .._base_client import make_request_options

__all__ = ["ChatResource", "AsyncChatResource"]


class ChatResource(SyncAPIResource):
    @cached_property
    def with_raw_response(self) -> ChatResourceWithRawResponse:
        """
        This property can be used as a prefix for any HTTP method call to return
        the raw response object instead of the parsed content.

        For more information, see https://www.github.com/mixedbread-ai/mixedbread-python#accessing-raw-response-data-eg-headers
        """
        return ChatResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> ChatResourceWithStreamingResponse:
        """
        An alternative to `.with_raw_response` that doesn't eagerly read the response body.

        For more information, see https://www.github.com/mixedbread-ai/mixedbread-python#with_streaming_response
        """
        return ChatResourceWithStreamingResponse(self)

    def create_completion(
        self,
        *,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> object:
        """
        Create a chat completion using the provided parameters.

        Generates a completion response based on the chat messages and model parameters
        provided. The response can be either a full completion or streamed chunks
        depending on the request parameters.

        Args: params: Parameters for creating the chat completion including messages,
        model selection, and generation settings user: The authenticated user making the
        request

        Returns: Either a ChatCompletion containing the full response, or
        ChatCompletionChunk for streaming

        Raises: HTTPException: If there is an error creating the completion (500)
        """
        return self._post(
            "/v1/chat/completions",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=object,
        )


class AsyncChatResource(AsyncAPIResource):
    @cached_property
    def with_raw_response(self) -> AsyncChatResourceWithRawResponse:
        """
        This property can be used as a prefix for any HTTP method call to return
        the raw response object instead of the parsed content.

        For more information, see https://www.github.com/mixedbread-ai/mixedbread-python#accessing-raw-response-data-eg-headers
        """
        return AsyncChatResourceWithRawResponse(self)

    @cached_property
    def with_streaming_response(self) -> AsyncChatResourceWithStreamingResponse:
        """
        An alternative to `.with_raw_response` that doesn't eagerly read the response body.

        For more information, see https://www.github.com/mixedbread-ai/mixedbread-python#with_streaming_response
        """
        return AsyncChatResourceWithStreamingResponse(self)

    async def create_completion(
        self,
        *,
        # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
        # The extra values given here take precedence over values defined on the client or passed to this method.
        extra_headers: Headers | None = None,
        extra_query: Query | None = None,
        extra_body: Body | None = None,
        timeout: float | httpx.Timeout | None | NotGiven = not_given,
    ) -> object:
        """
        Create a chat completion using the provided parameters.

        Generates a completion response based on the chat messages and model parameters
        provided. The response can be either a full completion or streamed chunks
        depending on the request parameters.

        Args: params: Parameters for creating the chat completion including messages,
        model selection, and generation settings user: The authenticated user making the
        request

        Returns: Either a ChatCompletion containing the full response, or
        ChatCompletionChunk for streaming

        Raises: HTTPException: If there is an error creating the completion (500)
        """
        return await self._post(
            "/v1/chat/completions",
            options=make_request_options(
                extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
            ),
            cast_to=object,
        )


class ChatResourceWithRawResponse:
    def __init__(self, chat: ChatResource) -> None:
        self._chat = chat

        self.create_completion = to_raw_response_wrapper(
            chat.create_completion,
        )


class AsyncChatResourceWithRawResponse:
    def __init__(self, chat: AsyncChatResource) -> None:
        self._chat = chat

        self.create_completion = async_to_raw_response_wrapper(
            chat.create_completion,
        )


class ChatResourceWithStreamingResponse:
    def __init__(self, chat: ChatResource) -> None:
        self._chat = chat

        self.create_completion = to_streamed_response_wrapper(
            chat.create_completion,
        )


class AsyncChatResourceWithStreamingResponse:
    def __init__(self, chat: AsyncChatResource) -> None:
        self._chat = chat

        self.create_completion = async_to_streamed_response_wrapper(
            chat.create_completion,
        )