Update README.md

[byananya]

Pull Request Title

Update README.md with detailed documentation for Static Frame Condensation

Description

This PR enhances the README.md to provide a more detailed and structured documentation for the Static Frame Condensation project. It includes:

• Overview: A clear introduction to the concept of static frame condensation, its objective, and its significance.
• Objectives: Explanation of the primary goals and use cases, emphasizing its importance in autonomous systems, NLP, and machine learning pipelines.
• Key Features: Highlights the core features of the project, such as efficiency, modular design, scalability, and configurability.
• Installation, Usage, and Examples: Adds installation instructions, usage guides, and code snippets to make it easier for users to get started with the project.
• Contribution Guidelines and License: Updates the guidelines for contributing to the repository and mentions the licensing details.

Changes Made

• Added a well-formatted, detailed description of Static Frame Condensation.
• Structured the content to improve readability and user understanding.
• Included installation instructions, usage examples, and contribution guidelines.
• Enhanced the 'Why Static Frame Condensation?' section to explain the value of the project.

Motivation

The goal of this update is to provide clear and comprehensive documentation for users and contributors, helping them understand the project's purpose, setup, and usage more effectively. It aims to improve onboarding and make the project more accessible to the community.

Related Issues

• Reference any issues this PR addresses (if applicable).

Testing

• No code changes were made in this PR; hence, no tests are required.
• Documentation has been reviewed for accuracy, clarity, and formatting.

Additional Notes

• Future updates will include details on Dynamic Frame Condensation as the project evolves.
• Suggestions for further improvement of the documentation are welcome.

Checklist

• Added detailed project description.
• Improved formatting and structure of README.md.
• Included installation and usage guides.
• Updated contribution guidelines and license information.

[byananya]

• This is a draft