Merging The previous code with the new code With LLM Layer

[abhishekreddy22]

Pull Request

Related Issue

Closes #

---

Summary

Provide a brief description of the changes made in this Pull Request.

Example:

• Implemented process telemetry collection
• Updated module documentation

---

Type of Change

Instructions: Mark the applicable option(s) by replacing the space inside the brackets with an x.

Example:

- [x] New feature
- [ ] Bug fix

Select all that apply:

• New feature
• Bug fix
• Documentation update
• Refactoring
• Performance improvement
• Test addition
• Other (please specify)

---

Changes Made

Describe the main changes introduced by this PR.

---

Testing

Describe how you tested your changes.

• Project builds successfully
• Existing functionality verified
• New functionality tested
• Tests added/updated (if applicable)

Additional testing details:

---

Documentation

• Documentation updated
• No documentation changes required

If updated, specify the affected documentation:

---

Checklist

Before requesting a review, confirm the following:

• My code follows the project's coding standards.
• I have reviewed my own code.
• I have updated relevant documentation.
• My changes do not introduce unnecessary files or dependencies.
• The project builds successfully.
• This Pull Request addresses a single feature or bug.

---

Screenshots / Logs (if applicable)

Attach screenshots, terminal output, or logs that help demonstrate your changes.

---

Additional Notes

Include any information reviewers should know before reviewing this Pull Request.