This commit is contained in:
2026-04-07 18:53:46 +03:00
parent 89d9108275
commit 939b7c3b8c
2 changed files with 88 additions and 0 deletions

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from fastapi import FastAPI, HTTPException
import requests
import yaml
from pydantic import BaseModel
app = FastAPI()
OLLAMA_URL = "http://10.10.10.136:11434/api/generate"
class Prompt(BaseModel):
task_description: str
model: str = "codellama"
def validate_yaml(content: str):
try:
yaml.safe_load(content)
return True, "Valid YAML"
except yaml.YAMLError as exc:
return False, str(exc)
@app.post("/generate_config")
async def generate_config(data: Prompt):
payload = {
"model": data.model,
"prompt": f"Generate only a valid CI/CD YAML configuration for the following task: {data.task_description}. Return ONLY the code block.",
"stream": False
}
try:
response = requests.post(OLLAMA_URL, json=payload)
response_data = response.json()
generated_text = response_data.get("response", "")
# Очистка от markdown-тегов, если модель их добавила
config_content = generated_text.replace("```yaml", "").replace("```", "").strip()
is_valid, message = validate_yaml(config_content)
return {
"config": config_content,
"is_valid": is_valid,
"validation_message": message
}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8000)

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import streamlit as st
import requests
st.set_page_config(page_title="AI DevOps Assistant", layout="wide")
st.title("🚀 CI/CD AI Generator & Validator")
st.subheader("Генерация и проверка конфигураций пайплайнов")
backend_url = "http://localhost:8000/generate_config"
with st.sidebar:
st.info("Настройки")
model_name = st.selectbox("Выберите модель Ollama", ["codellama", "llama3", "mistral"])
task = st.text_area("Опишите задачу (напр. 'Pipeline for Dockerized Node.js app with Jest tests'):")
if st.button("Сгенерировать и проверить"):
if task:
with st.spinner("ИИ формирует конфигурацию..."):
res = requests.post(backend_url, json={"task_description": task, "model": model_name})
if res.status_code == 200:
data = res.json()
col1, col2 = st.columns(2)
with col1:
st.markdown("### Сгенерированный YAML")
st.code(data["config"], language="yaml")
with col2:
st.markdown("### Статус валидации")
if data["is_valid"]:
st.success("✅ Конфигурация синтаксически верна")
else:
st.error(f"❌ Ошибка в YAML: {data['validation_message']}")
else:
st.error("Ошибка связи с бекендом")
else:
st.warning("Введите описание задачи")