71 lines
1.8 KiB
Python
71 lines
1.8 KiB
Python
from __future__ import annotations
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import os
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import requests
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import yaml
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from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel
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app = FastAPI(title="AI CI/CD Assistant")
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def _env(name: str, default: str) -> str:
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value = os.getenv(name)
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return value if value else default
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# Example for local Ollama: http://localhost:11434/api/generate
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OLLAMA_API_URL = _env("OLLAMA_API_URL", "http://host.docker.internal:11434/api/generate")
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class GenerationRequest(BaseModel):
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description: str
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platform: str = "GitHub Actions" # or GitLab CI
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model: str = "codellama"
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def validate_config(config_text: str):
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try:
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yaml.safe_load(config_text)
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return True, "Success"
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except Exception as e:
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return False, str(e)
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@app.get("/health")
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async def health():
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return {"status": "ok"}
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@app.post("/generate")
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async def generate_pipeline(req: GenerationRequest):
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prompt = (
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f"Write only a valid {req.platform} YAML configuration for: {req.description}. "
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"No explanations, just code."
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)
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payload = {"model": req.model, "prompt": prompt, "stream": False}
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try:
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response = requests.post(OLLAMA_API_URL, json=payload, timeout=60)
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response.raise_for_status()
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raw_text = response.json().get("response", "")
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clean_code = raw_text.replace("```yaml", "").replace("```", "").strip()
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is_valid, error_msg = validate_config(clean_code)
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return {
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"status": "ok" if is_valid else "error",
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"config": clean_code,
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"validation_error": error_msg if not is_valid else None,
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}
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Ollama error: {str(e)}")
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=int(_env("PORT", "8000")))
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