[Good First Issue] [Enhancement] Add retry logic to LLM calls

[profrod-ai]

Labels: good first issue, hacktoberfest, enhancement, reliability

🎯 Description

Implement configurable retry logic for LLM API calls to improve reliability.

🔍 Problem/Motivation

Network issues and rate limits can cause transient failures. Retry logic improves system reliability.

✅ Acceptance Criteria

• Add retry logic with exponential backoff
• Make retry configuration optional
• Add tests for retry scenarios
• Maintain backward compatibility

📋 Step-by-Step Instructions

Making Changes:
6. Open agents/llm/litellm.py
7. Add retry decorator or logic to completion calls
8. Implement exponential backoff with configurable attempts
9. Add tests for retry scenarios
10. Ensure backward compatibility

📊 Estimated Effort

Time: 1 hour | Difficulty: Beginner-Intermediate | Skills: Python, error handling

[ShlokMohanty]

hey @rodjentic i am currently working on LLMs can you please assign me this task for the hacktoberfest 2025

[Hazzerback25]

Done, sent a PR