Fix lint issues and improve patch implementation

Co-Authored-By: Joe Moura <joao@crewai.com>

src/crewai/patches/__init__.py

@@ -1,11 +1,11 @@
 """
 Patches module for CrewAI.
 
-This module contains patches for dependencies that need to be fixed
+This module contains patches for external dependencies to fix known issues.
-without waiting for upstream changes.
+
+Version: 1.0.0
 """
 
-from crewai.patches.litellm_patch import apply_patches
+from crewai.patches.litellm_patch import apply_patches, patch_litellm_ollama_pt
 
-# Apply all patches when the module is imported
+__all__ = ["apply_patches", "patch_litellm_ollama_pt"]
-apply_patches()

src/crewai/patches/litellm_patch.py

@@ -3,14 +3,31 @@ Patch for litellm to fix IndexError in ollama_pt function.
 
 This patch addresses issue #2744 in the crewAI repository, where an IndexError occurs
 in litellm's Ollama prompt template function when CrewAI Agent with Tools uses Ollama/Qwen models.
+
+Version: 1.0.0
 """
 
-from typing import Any, Union
+import json
+import logging
+from typing import Any, Dict, List, Union
+
+# Set up logging
+logger = logging.getLogger(__name__)
+
+# Patch version
+PATCH_VERSION = "1.0.0"
+
+
+class PatchApplicationError(Exception):
+    """Exception raised when a patch fails to apply."""
+    pass
 
 
 def apply_patches():
     """Apply all patches to fix known issues with dependencies."""
-    patch_litellm_ollama_pt()
+    success = patch_litellm_ollama_pt()
+    logger.info(f"LiteLLM ollama_pt patch applied: {success}")
+    return success
 
 
 def patch_litellm_ollama_pt():
@@ -20,23 +37,41 @@ def patch_litellm_ollama_pt():
     The issue occurs when accessing messages[msg_i].get("tool_calls") without checking
     if msg_i is within bounds of the messages list. This happens after tool execution
     during the next LLM call.
+    
+    Returns:
+        bool: True if the patch was applied successfully, False otherwise.
+    
+    Raises:
+        PatchApplicationError: If there's an error during patch application.
     """
     try:
         # Import the module containing the function to patch
         import litellm.litellm_core_utils.prompt_templates.factory as factory
         
         # Define a patched version of the function
-        def patched_ollama_pt(model: str, messages: list) -> Union[str, Any]:
+        def patched_ollama_pt(model: str, messages: List[Dict]) -> Dict[str, Any]:
             """
             Patched version of ollama_pt that adds bounds checking.
             
             This fixes the IndexError that occurs when the assistant message is the last
             message in the list and msg_i goes out of bounds.
+            
+            Args:
+                model: The model name.
+                messages: The list of messages to process.
+                
+            Returns:
+                Dict containing the prompt and images.
             """
             user_message_types = {"user", "tool", "function"}
             msg_i = 0
             images = []
             prompt = ""
+            
+            # Handle empty messages list
+            if not messages:
+                return {"prompt": prompt, "images": images}
+                
             while msg_i < len(messages):
                 init_msg_i = msg_i
                 user_content_str = ""
@@ -81,9 +116,9 @@ def patch_litellm_ollama_pt():
                         ollama_tool_calls = []
                         if tool_calls:
                             for call in tool_calls:
-                                call_id: str = call["id"]
+                                call_id = call["id"]
-                                function_name: str = call["function"]["name"]
+                                function_name = call["function"]["name"]
-                                arguments = factory.json.loads(call["function"]["arguments"])
+                                arguments = json.loads(call["function"]["arguments"])
 
                                 ollama_tool_calls.append(
                                     {
@@ -98,7 +133,7 @@ def patch_litellm_ollama_pt():
 
                         if ollama_tool_calls:
                             assistant_content_str += (
-                                f"Tool Calls: {factory.json.dumps(ollama_tool_calls, indent=2)}"
+                                f"Tool Calls: {json.dumps(ollama_tool_calls, indent=2)}"
                             )
 
                             msg_i += 1
@@ -123,7 +158,24 @@ def patch_litellm_ollama_pt():
         # Replace the original function with our patched version
         factory.ollama_pt = patched_ollama_pt
         
+        logger.info(f"Successfully applied litellm ollama_pt patch version {PATCH_VERSION}")
         return True
     except Exception as e:
-        print(f"Failed to apply litellm ollama_pt patch: {e}")
+        error_msg = f"Failed to apply litellm ollama_pt patch: {e}"
+        logger.error(error_msg)
+        return False
+
+
+# For backwards compatibility
+def patch_litellm():
+    """
+    Legacy function for backwards compatibility.
+    
+    Returns:
+        bool: True if the patch was applied successfully, False otherwise.
+    """
+    try:
+        return patch_litellm_ollama_pt()
+    except Exception as e:
+        logger.error(f"Failed to apply legacy litellm patch: {e}")
         return False

tests/patches/test_litellm_patch.py

@@ -2,11 +2,12 @@
 Test for the litellm patch that fixes the IndexError in ollama_pt function.
 """
 
-import unittest
-from unittest.mock import patch, MagicMock
 import sys
+import unittest
+from unittest.mock import MagicMock, patch
 
 import litellm
+import pytest
 from litellm.litellm_core_utils.prompt_templates.factory import ollama_pt
 
 from crewai.patches.litellm_patch import patch_litellm_ollama_pt
@@ -26,10 +27,11 @@ class TestLitellmPatch(unittest.TestCase):
         
         try:
             # Apply the patch
-            patch_litellm_ollama_pt()
+            success = patch_litellm_ollama_pt()
+            self.assertTrue(success, "Patch application failed")
             
-            # The patched function should not raise an IndexError
+            # Use the function from the module directly to ensure we're using the patched version
-            result = ollama_pt("qwen3:4b", messages)
+            result = litellm.litellm_core_utils.prompt_templates.factory.ollama_pt("qwen3:4b", messages)
             
             # Verify the result is as expected
             self.assertIn("prompt", result)
@@ -39,6 +41,30 @@ class TestLitellmPatch(unittest.TestCase):
         finally:
             # Restore the original function to avoid affecting other tests
             litellm.litellm_core_utils.prompt_templates.factory.ollama_pt = original_ollama_pt
+    
+    def test_ollama_pt_patch_with_empty_messages(self):
+        """Test that the patch handles empty message lists."""
+        messages = []
+        
+        # Store the original function to restore it after the test
+        original_ollama_pt = litellm.litellm_core_utils.prompt_templates.factory.ollama_pt
+        
+        try:
+            # Apply the patch
+            success = patch_litellm_ollama_pt()
+            self.assertTrue(success, "Patch application failed")
+            
+            # Use the function from the module directly to ensure we're using the patched version
+            result = litellm.litellm_core_utils.prompt_templates.factory.ollama_pt("qwen3:4b", messages)
+            
+            # Verify the result is as expected
+            self.assertIn("prompt", result)
+            self.assertIn("images", result)
+            self.assertEqual("", result["prompt"])
+            self.assertEqual([], result["images"])
+        finally:
+            # Restore the original function to avoid affecting other tests
+            litellm.litellm_core_utils.prompt_templates.factory.ollama_pt = original_ollama_pt
 
 
 if __name__ == "__main__":