Update app.py

app.py

@@ -33,13 +33,52 @@ def get_current_time_in_timezone(timezone: str) -> str:
     except Exception as e:
         return f"Error fetching time for timezone '{timezone}': {str(e)}"
 
-
 final_answer = FinalAnswerTool()
+
+MODEL_IDS = [
+    #'meta-llama/Meta-Llama-3-8B-Instruct', ## Does a poor job of interpreting my questions and matching them to the tools
+    'Qwen/Qwen2.5-Coder-32B-Instruct',
+    'Qwen/Qwen2.5-Coder-14B-Instruct',
+    'Qwen/Qwen2.5-Coder-7B-Instruct',
+    'Qwen/Qwen2.5-Coder-3B-Instruct',
+    'Qwen/Qwen2.5-Coder-1.5B-Instruct'
+    # Add here wherever model is working for you
+]
+
+def is_model_overloaded(model_url):
+    """Verify if the model is overloaded doing a test call."""
+    try:
+        response = requests.post(model_url, json={"inputs": "Test"})
+        if verbose: 
+            print(response.status_code)
+        if response.status_code == 503:  # 503 Service Unavailable = Overloaded
+            return True
+        if response.status_code == 404:  # 404 Client Error: Not Found 
+            return True
+        if response.status_code == 424:  # 424 Client Error: Failed Dependency for url:
+            return True
+        return False
+    except requests.RequestException:
+        return True  # if there are an error is overloaded
+
+def get_available_model():
+    """Select the first model available from the list."""
+    for model_url in MODEL_IDS:
+        print("trying",model_url)
+        if not is_model_overloaded(model_url):
+            return model_url
+    return MODEL_IDS[0]  # if all are failing, use the first model by default
+
+if verbose: print("Checking available models.")
+
+selected_model_id = get_available_model()
+
 model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='meta-llama/Meta-Llama-3-8B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
+    max_tokens=1048,
+    temperature=0.5,
+    #model_id='meta-llama/Meta-Llama-3-8B-Instruct',# it is possible that this model may be overloaded
+    model_id=selected_model_id,
+    custom_role_conversions=None,
 )