ollama - 💡(How to fix) Fix Ollama Cloud kimi-k2.5 cannot process SystemMessage perfectly. [3 comments, 2 participants]

Fix Plan

To fix the issue, we need to ensure that the system message is always placed before the user message in the input.

• Check the input data structure and modify it to prioritize system messages.
• Use a simple sorting function to reorder the messages based on their roles.

Example code in Python:

def reorder_messages(messages):
    """Reorder messages to prioritize system messages"""
    system_messages = [msg for msg in messages if msg["role"] == "system"]
    user_messages = [msg for msg in messages if msg["role"] == "user"]
    return system_messages + user_messages

# Example usage:
messages = [
    {"role": "user", "content": "Tell me current time without calling any tools."},
    {"role": "system", "content": "Current time is '" + "$(date)" + "'"}
]
reordered_messages = reorder_messages(messages)
print(reordered_messages)

Verification

To verify that the fix worked, test the API with the reordered messages and check the response. The system message should now be correctly placed before the user message.

Extra Tips

• Always validate and sanitize input data to prevent unexpected behavior.
• Consider adding error handling to handle cases where the input data is malformed or missing required fields.