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Possible Bug: In the OpenAIChat action, the same message is appended twice to the messages list if request_data.image_path is provided. This could lead to unintended behavior or duplicate messages being sent to the OpenAI API.
Error Handling: The ScreenCapture action in screencapture.py catches all exceptions and logs them, but it might be beneficial to handle specific exceptions differently or provide more detailed error messages to the user.
Platform Specific Code: The Notify action in notify.py is specifically designed for MacOS, using osascript. This limits the portability of the code. Consider implementing a cross-platform solution or clearly documenting the platform limitation.
Why: Returning the actual response from the API is crucial for the functionality of the method, making this change critical to meet the expected behavior.
10
Maintainability
Correct the class docstring to accurately describe the System tool
Update the class docstring to accurately reflect the purpose of the System tool, as it currently mentions "Mathematical Tools for LLM" which seems incorrect.
-Mathematical Tools for LLM+System Tools for various system actions
Apply this suggestion
Suggestion importance[1-10]: 10
Why: The suggestion addresses a critical documentation error that could lead to confusion about the tool's purpose, thus improving clarity and maintainability.
10
Possible issue
Add exception handling to the execute method to ensure robustness when making API calls
The execute method should handle potential exceptions when making API calls to OpenAI to ensure robustness.
Why: Adding exception handling is essential for robustness, especially in production environments where API calls can fail due to numerous reasons.
9
Ensure the directory for the screenshot file path exists before saving the screenshot
Consider adding a check to ensure the file_path directory exists before attempting to save the screenshot. This will prevent potential errors if the directory does not exist.
Why: The suggestion correctly identifies a potential error scenario where the directory might not exist, which is crucial for file operations and can prevent runtime errors.
8
Add a check to ensure the tools variable is not empty before printing
Add a check to ensure that the tools variable is not empty before printing, to avoid potential issues if no tools are returned.
Why: This suggestion improves the robustness of the code by handling cases where no tools are available, which enhances the user experience by providing clearer feedback.
6
Best practice
Rename the method to avoid confusion with the built-in name attribute of enums
The name property method should be renamed to something more descriptive to avoid confusion with the built-in name attribute of enums.
Why: Renaming the method is crucial to avoid confusion with the built-in name attribute, which can lead to subtle bugs or misunderstandings in the codebase.
8
Ensure the notification command raises an exception if it fails by using subprocess.run with check=True
Use subprocess.run with check=True to ensure that an exception is raised if the notification command fails, allowing for better error handling.
Why: This is a valid improvement for error handling in subprocess operations, ensuring that failures in the notification command are caught and can be handled appropriately.
7
Performance
Use a set for membership testing to improve performance
The is_local property method should use a set for membership testing instead of a list for better performance.
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PR Type
Enhancement, Tests
Description
OpenAIChat
action to interact with OpenAI's API, supporting both text and image inputs.ScreenCapture
action to capture and save screenshots.Notify
action to send local notifications on MacOS.TriggerPayloadPropertyModel
andTriggerPayloadModel
to include optionaltype
andanyOf
fields.System
tool inLocalToolHandler
.App.SYSTEM
tools instead ofApp.MATHEMATICAL
.System
tool withScreenCapture
andNotify
actions.Mathematical
tool withCalculator
action.Changes walkthrough 📝
11 files
openai.py
Add OpenAI Chat action with text and image support
composio/local_tools/llm/actions/openai.py
OpenAIChatRequest
andOpenAIChatResponse
models.OpenAIChat
action for interacting with OpenAI's API.screencapture.py
Add ScreenCapture action for taking screenshots
composio/local_tools/system/actions/screencapture.py
ScreenCaptureRequest
andScreenCaptureResponse
models.ScreenCapture
action to capture and save screenshots.notify.py
Add Notify action for local notifications on MacOS
composio/local_tools/system/actions/notify.py
NotifyRequest
andNotifyResponse
models.Notify
action to send local notifications on MacOS.__init__.py
Update TriggerPayload models to support optional type and anyOf fields
composio/client/init.py
TypeModel
class.TriggerPayloadPropertyModel
andTriggerPayloadModel
to includeoptional
type
andanyOf
fields.local_handler.py
Register System tool in LocalToolHandler
composio/client/local_handler.py
System
tool.System
tool inLocalToolHandler
.tool.py
Add System tool with ScreenCapture and Notify actions
composio/local_tools/system/tool.py
System
tool withScreenCapture
andNotify
actions.tool.py
Add Mathematical tool with Calculator action
composio/local_tools/llm/tool.py
Mathematical
tool withCalculator
action.__init__.py
Initialize system actions module with ScreenCapture and Notify
composio/local_tools/system/actions/init.py
ScreenCapture
andNotify
actions.__init__.py
Initialize LLM actions module with OpenAIChat
composio/local_tools/llm/actions/init.py
OpenAIChat
action.__init__.py
Initialize LLM module with Mathematical tool
composio/local_tools/llm/init.py
Mathematical
tool.__init__.py
Initialize system module with System tool
composio/local_tools/system/init.py
System
tool.1 files
langchain_math.py
Update example to use SYSTEM tools instead of MATHEMATICAL
examples/local_tools/langchain_math.py
App.MATHEMATICAL
toApp.SYSTEM
.