Fix Plan

To address the issue of the context window displaying as 0, we need to update the session_status calculation to accurately reflect the context usage.

Steps:

1. Update Context Calculation: Modify the session_status function to include agent outputs and file contents in the context calculation.
2. Handle File Contents: Ensure that file contents, such as PDF and Excel files, are properly counted towards the context usage.
3. Prevent Gateway Reset: Implement a mechanism to persist context usage data across gateway restarts.

Example Code:

def calculate_context_usage(session):
    # Include agent outputs and file contents
    context_usage = len(session['user_inputs']) + len(session['agent_outputs'])
    for file in session['files']:
        context_usage += file['size']
    return context_usage

def update_session_status(session):
    context_usage = calculate_context_usage(session)
    session['context_usage'] = context_usage
    return session

# Example usage:
session = {
    'user_inputs': ['Hello', 'How are you?'],
    'agent_outputs': ['Hi', 'I am good'],
    'files': [{'size': 1000}, {'size': 2000}]
}
updated_session = update_session_status(session)
print(updated_session['context_usage'])

Verification

To verify the fix, perform the following steps:

1. Test with Sample Data: Use the example code to test the calculate_context_usage function with sample session data.
2. Check Context Usage: Verify that the context usage is accurately calculated and displayed in the session_status.
3. Test with Gateway Restart: Restart the gateway and verify that the context usage data is persisted.

Extra Tips

• Ensure that the calculate_context_usage function is efficient and scalable to handle large session data.
• Consider implementing a caching mechanism to store context usage data and reduce the load on the gateway.
• Regularly monitor and test the session_status function to prevent regressions.