Fix #2642: Add local file path handling to AddImageTool for Claude 3.7 Sonnet

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

src/crewai/agents/crew_agent_executor.py

@@ -283,6 +283,9 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
             ] or tool_calling.tool_name.casefold().replace("_", " ") in [
                 name.casefold().strip() for name in self.tool_name_to_tool_map
             ]:
+                if tool_calling.tool_name.casefold().strip() == self._i18n.tools("add_image")["name"].casefold().strip():
+                    tool_calling.kwargs['llm'] = self.llm
+                
                 tool_result = tool_usage.use(tool_calling, agent_action.text)
                 tool = self.tool_name_to_tool_map.get(tool_calling.tool_name)
                 if tool:

src/crewai/tools/agent_tools/add_image_tool.py

@@ -1,4 +1,6 @@
 from typing import Dict, Optional, Union
+import os
+import base64
 
 from pydantic import BaseModel, Field
 
@@ -29,6 +31,20 @@ class AddImageTool(BaseTool):
         **kwargs,
     ) -> dict:
         action = action or i18n.tools("add_image")["default_action"]  # type: ignore
+        
+        if os.path.exists(image_url):
+            try:
+                with open(image_url, "rb") as image_file:
+                    encoded_string = base64.b64encode(image_file.read()).decode("utf-8")
+                image_url = f"data:image/jpeg;base64,{encoded_string}"
+            except Exception as e:
+                raise ValueError(f"Error encoding image: {e}")
+        
+        using_claude_3_7 = False
+        if "llm" in kwargs and hasattr(kwargs["llm"], "model"):
+            model_name = kwargs["llm"].model
+            using_claude_3_7 = "claude-3-7" in model_name.lower()
+        
         content = [
             {"type": "text", "text": action},
             {