openclaw - 💡(How to fix) Fix [Bug] MiniMax API timeout causes complete request failure with no retry [1 participants]

TL;DR

Implementing a retry mechanism with exponential backoff for timeout errors in the MiniMax API requests is likely to mitigate the issue.

Guidance

• Review the current request handling logic to identify where a retry mechanism can be integrated, focusing on handling timeout errors specifically.
• Consider implementing an exponential backoff strategy to avoid overwhelming the MiniMax API with rapid retries, which could exacerbate the issue.
• Evaluate the feasibility of adding more fallback models to the chain as suggested, to reduce the impact of timeouts on user requests.
• Assess the current logging and monitoring setup to ensure that it captures detailed information about timeouts and retries, aiding in future diagnostics and optimization.

Example

import time
import random

def retry_with_backoff(max_attempts, initial_delay, max_delay):
    attempts = 0
    delay = initial_delay
    while attempts < max_attempts:
        try:
            # Make the API request here
            return True
        except TimeoutError:
            attempts += 1
            # Exponential backoff with jitter
            time.sleep(min(delay * (2 ** attempts) + random.uniform(0, 1), max_delay))
    return False

Notes

The effectiveness of adding more fallback models depends on the root cause of the timeouts and the availability of additional models. It's crucial to monitor the performance of the MiniMax API and adjust the retry strategy and fallback chain accordingly.

Recommendation

Apply workaround: Implement a retry mechanism with exponential backoff for timeout errors, as this directly addresses the reported issue of requests failing due to timeouts without retries.