This PR introduces several updates and improvements to the cli-api-gateway-multimode branch. Below is a summary of the changes made:

New Features:

Implemented CLI enhancements to support multimode operations.
Added API Gateway integration for seamless communication between components.
Introduced multimode functionality to improve flexibility and scalability.
Bug Fixes:

Resolved issues related to API Gateway timeout errors.
Fixed CLI command parsing bugs for better user experience.
Documentation Updates:

Updated the documentation to reflect the new multimode features.
Added examples and usage instructions for the CLI and API Gateway.
Refactoring:

Refactored core modules to improve code readability and maintainability.
Optimized the multimode logic for better performance.
Motivation and Context
The changes in this PR aim to enhance the functionality and usability of the multimind SDK by introducing multimode capabilities and improving the integration between the CLI and API Gateway. These updates address existing limitations and pave the way for more advanced use cases.

Fixes
Fixes # (issue)

Type of Change
Bug fix
New feature
Documentation update
Refactoring
Other (please describe):
Checklist
My code follows the style guidelines of this project.
I have performed a self-review of my code.
I have commented my code, particularly in hard-to-understand areas.
I have made corresponding changes to the documentation.
I have added tests that prove my fix is effective or that my feature works.
New and existing unit tests pass locally with my changes.
I have checked my code and corrected any misspellings.