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57 lines
2.1 KiB
Python
57 lines
2.1 KiB
Python
from fastapi import APIRouter
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from pydantic import BaseModel, Field
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from app.component.model_validation import create_agent
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router = APIRouter(tags=["model"])
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class ValidateModelRequest(BaseModel):
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model_platform: str = Field("OPENAI", description="Model platform")
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model_type: str = Field("GPT_4O_MINI", description="Model type")
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api_key: str | None = Field(None, description="API key")
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url: str | None = Field(None, description="Model URL")
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model_config_dict: dict | None = Field(None, description="Model config dict")
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extra_params: dict | None = Field(None, description="Extra model parameters")
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class ValidateModelResponse(BaseModel):
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is_valid: bool = Field(..., description="Is valid")
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is_tool_calls: bool = Field(..., description="Is tool call used")
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message: str = Field(..., description="Message")
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@router.post("/model/validate")
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async def validate_model(request: ValidateModelRequest):
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try:
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extra = request.extra_params or {}
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# Ensure the model config forces tool usage when supported (e.g., OpenAI tool_choice)
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model_config = (
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request.model_config_dict.copy() if request.model_config_dict else {}
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)
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# Always require tool call for the validation prompt
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model_config.setdefault("tool_choice", "required")
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agent = create_agent(
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request.model_platform,
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request.model_type,
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api_key=request.api_key,
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url=request.url,
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model_config_dict=model_config,
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**extra,
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)
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response = agent.step(
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input_message="""
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Get the content of https://www.camel-ai.org,
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you must use the get_website_content tool to get the content ,
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i just want to verify the get_website_content tool is working
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"""
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)
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except Exception as e:
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return ValidateModelResponse(is_valid=False, is_tool_calls=False, message=str(e))
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return ValidateModelResponse(
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is_valid=True if response else False,
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is_tool_calls=response.info["tool_calls"][0].result == "Welcome to CAMEL AI!",
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message="",
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)
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