2024-03-22 20:39:25 +08:00

98 lines
3.2 KiB
Python

from __future__ import annotations
import re
from typing import Dict, List, Literal, Optional, Union
from fastapi import UploadFile
from server.pydantic_v2 import BaseModel, Field, AnyUrl, root_validator
from openai.types.chat import (
ChatCompletionMessageParam,
ChatCompletionToolChoiceOptionParam,
ChatCompletionToolParam,
completion_create_params,
)
from configs import DEFAULT_LLM_MODEL, TEMPERATURE, LLM_MODEL_CONFIG
class OpenAIBaseInput(BaseModel):
user: Optional[str] = None
# 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: Optional[Dict] = None
extra_query: Optional[Dict] = None
extra_body: Optional[Dict] = None
timeout: Optional[float] = None
class OpenAIChatInput(OpenAIBaseInput):
messages: List[ChatCompletionMessageParam]
model: str = DEFAULT_LLM_MODEL
frequency_penalty: Optional[float] = None
function_call: Optional[completion_create_params.FunctionCall] = None
functions: List[completion_create_params.Function] = None
logit_bias: Optional[Dict[str, int]] = None
logprobs: Optional[bool] = None
max_tokens: Optional[int] = None
n: Optional[int] = None
presence_penalty: Optional[float] = None
response_format: completion_create_params.ResponseFormat = None
seed: Optional[int] = None
stop: Union[Optional[str], List[str]] = None
stream: Optional[bool] = None
temperature: Optional[float] = TEMPERATURE
tool_choice: Optional[ChatCompletionToolChoiceOptionParam] = None
tools: List[ChatCompletionToolParam] = None
top_logprobs: Optional[int] = None
top_p: Optional[float] = None
class OpenAIEmbeddingsInput(OpenAIBaseInput):
input: Union[str, List[str]]
model: str
dimensions: Optional[int] = None
encoding_format: Optional[Literal["float", "base64"]] = None
class OpenAIImageBaseInput(OpenAIBaseInput):
model: str
n: int = 1
response_format: Optional[Literal["url", "b64_json"]] = None
size: Optional[Literal["256x256", "512x512", "1024x1024", "1792x1024", "1024x1792"]] = "256x256"
class OpenAIImageGenerationsInput(OpenAIImageBaseInput):
prompt: str
quality: Literal["standard", "hd"] = None
style: Optional[Literal["vivid", "natural"]] = None
class OpenAIImageVariationsInput(OpenAIImageBaseInput):
image: Union[UploadFile, AnyUrl]
class OpenAIImageEditsInput(OpenAIImageVariationsInput):
prompt: str
mask: Union[UploadFile, AnyUrl]
class OpenAIAudioTranslationsInput(OpenAIBaseInput):
file: Union[UploadFile, AnyUrl]
model: str
prompt: Optional[str] = None
response_format: Optional[str] = None
temperature: float = TEMPERATURE
class OpenAIAudioTranscriptionsInput(OpenAIAudioTranslationsInput):
language: Optional[str] = None
timestamp_granularities: Optional[List[Literal["word", "segment"]]] = None
class OpenAIAudioSpeechInput(OpenAIBaseInput):
input: str
model: str
voice: str
response_format: Optional[Literal["mp3", "opus", "aac", "flac", "pcm", "wav"]] = None
speed: Optional[float] = None