Spaces:
Sleeping
Sleeping
Aleksandr Evteev
commited on
Commit
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ef906b4
1
Parent(s):
065c785
Add base logic
Browse files- .gitignore +2 -0
- app.py +43 -0
- requirements.txt +3 -0
.gitignore
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.idea/
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.venv/
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app.py
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import os
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from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel
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from huggingface_hub import InferenceClient
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class GenerateRequest(BaseModel):
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description: str
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app = FastAPI()
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HF_TOKEN = os.getenv("HF_HUB_TOKEN")
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if not HF_TOKEN:
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raise RuntimeError("Не задан HF_HUB_TOKEN")
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client = InferenceClient(token=HF_TOKEN)
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@app.post("/generate-bpmn", response_model=str)
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async def generate_bpmn(req: GenerateRequest):
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prompt = (
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"You are a BPMN 2.0 XML generator.\n"
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"Given this plain-text process description:\n"
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f"{req.description}\n"
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"Output ONLY valid BPMN 2.0 XML, without any extra text."
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)
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try:
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result = client.text_generation(
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prompt,
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model="ministral/Ministral-3b-instruct",
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max_new_tokens=1024,
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temperature=0.0,
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do_sample=False,
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details=True
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Inference API error: {e}")
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# Теперь result[0] — объект с полем generated_text
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text = result[0].generated_text
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if "<definitions" in text:
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text = text[text.index("<definitions"):]
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return text
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requirements.txt
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fastapi
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uvicorn[standard]
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huggingface-hub>=0.14.1
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