Imports: You're right, it's important to explicitly mention the necessary imports, especially for beginners. This could be added to the "Basic Usage" section (6.1):
from openai import OpenAI
from swarm import Swarm, Agent
client = OpenAI()
swarm = Swarm(client=client)
OpenAI API Key: While mentioned in section 5.3, it might be worth reiterating the importance of setting up the API key in the "Basic Usage" section.
Error Handling: The guide could benefit from a section on error handling, particularly for API-related errors and rate limiting.
Examples: While there are good code snippets throughout, it might be helpful to have a complete, runnable example that demonstrates a multi-agent interaction with handoffs.
Best Practices: A section on best practices for designing agent instructions and functions could be valuable.
Limitations: It might be useful to mention any known limitations of the Swarm framework.
Version Information: Including the version of Swarm that this guide is based on would be helpful.
Consistency: Ensure consistent formatting throughout the document, especially in code blocks.
Clarification on "Routines": The term "routines" is mentioned in the introduction but not extensively used later. It might be worth clarifying if this is interchangeable with "agents" or if it has a specific meaning.
Parallel Tool Execution: This feature is mentioned briefly in section 9.6, but given its importance, it might warrant more explanation or an example.
Context Variables: While explained well, an example of how these are passed and updated through a multi-agent interaction could be beneficial.
Testing: The testing section is good, but it could be expanded with more examples of different types of tests (unit tests, integration tests, etc.).
Troubleshooting: This section (11) is valuable, but could be expanded with more specific examples of common issues and their solutions.
API Reference: The API reference is comprehensive, but it might be helpful to include more details on the return types and possible exceptions for each method.
Stuff to consider adding or editing in the new revised Swarm cookbook
OpenAI API Key: While mentioned in section 5.3, it might be worth reiterating the importance of setting up the API key in the "Basic Usage" section.
Error Handling: The guide could benefit from a section on error handling, particularly for API-related errors and rate limiting.
Examples: While there are good code snippets throughout, it might be helpful to have a complete, runnable example that demonstrates a multi-agent interaction with handoffs.
Best Practices: A section on best practices for designing agent instructions and functions could be valuable.
Limitations: It might be useful to mention any known limitations of the Swarm framework.
Version Information: Including the version of Swarm that this guide is based on would be helpful.
Consistency: Ensure consistent formatting throughout the document, especially in code blocks.
Clarification on "Routines": The term "routines" is mentioned in the introduction but not extensively used later. It might be worth clarifying if this is interchangeable with "agents" or if it has a specific meaning.
Parallel Tool Execution: This feature is mentioned briefly in section 9.6, but given its importance, it might warrant more explanation or an example.
Context Variables: While explained well, an example of how these are passed and updated through a multi-agent interaction could be beneficial.
Testing: The testing section is good, but it could be expanded with more examples of different types of tests (unit tests, integration tests, etc.).
Troubleshooting: This section (11) is valuable, but could be expanded with more specific examples of common issues and their solutions.
API Reference: The API reference is comprehensive, but it might be helpful to include more details on the return types and possible exceptions for each method.