Autogen New Upgrade - Better Performance at Lower Costs
AI Summary
- Autogen Updates Summary:
- Upcoming Feature: Agent Optimizer
- Not live yet, but promising for autogen performance enhancement.
- Framework for building agents that improve their functions over time.
- Example provided with a math problem-solving function.
- More details can be found on the autogen blog.
- Live Feature: Agent Descriptions
- Improves group chat performance by simplifying system messages.
- Reduces confusion and token usage.
- Early experiments show doubled task performance and reduced reliance on irrelevant agents.
- Tips for writing effective descriptions:
- Avoid first or second person perspective.
- Use clear references and keep descriptions concise.
- Descriptions are for the group chat manager, not the agents.
- Implementation Guide:
- Use the Hugging Face playground to build group chats.
- Add descriptions to agents in the code for better clarity.
- Descriptions are optional but recommended for better results.
- The autogen blog is a valuable resource for updates and insights.
- Conclusion:
- The new description feature is a significant improvement for autogen.
- The Agent Optimizer is an anticipated feature that could further enhance performance.
- Users are encouraged to subscribe for updates and to check the autogen blog for more information.
For more detailed guidance and examples, users can refer to the autogen blog and GitHub repository.