modifeid redis and app

app/main.py

@@ -16,15 +16,15 @@ app = FastAPI()
 # Secret API Key
 SECRET_PHRASE = os.getenv("API_SECRET", "my_secret_key")
 
-# Use the Redis password from the environment variable
-REDIS_URL = os.getenv("REDIS_URL", "redis://:my_redis_password@redis:6379")
-redis_client = redis.from_url(REDIS_URL)
 
+# Use the Redis password from the environment variable
+REDIS_URL = os.getenv("REDIS_URL", "redis://redis:6379/0")
 
 @app.on_event("startup")
 async def startup():
-    """Initialize FastAPI Limiter."""
-    await FastAPILimiter.init(redis_client)
+    """Initialize FastAPI Limiter with async Redis connection."""
+    redis = await aioredis.from_url(REDIS_URL, decode_responses=True)
+    await FastAPILimiter.init(redis)
 
 # Setup Static Files for Documentation
 app.mount("/", StaticFiles(directory="app/docs", html=True), name="docs")