# Copyright (C) 2025 AIDC-AI # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ LLM API schemas """ from typing import Optional from pydantic import BaseModel, Field class LLMChatRequest(BaseModel): """LLM chat request""" prompt: str = Field(..., description="User prompt") temperature: float = Field(0.7, ge=0.0, le=2.0, description="Temperature (0.0-2.0)") max_tokens: int = Field(2000, ge=1, le=32000, description="Maximum tokens") class Config: json_schema_extra = { "example": { "prompt": "Explain the concept of atomic habits in 3 sentences", "temperature": 0.7, "max_tokens": 2000 } } class LLMChatResponse(BaseModel): """LLM chat response""" success: bool = True message: str = "Success" content: str = Field(..., description="Generated response") tokens_used: Optional[int] = Field(None, description="Tokens used (if available)")