# Description Please include a summary of the changes and the related issue. Please also include relevant motivation and context. List any dependencies that are required for this change. Fixes # (issue) ## Type of change Please delete options that are not relevant. - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] Documentation update - [ ] This change requires a documentation update ## Checklist: Before submitting your PR, please review the following checklist: ### General - [ ] 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 - [ ] My changes generate no new warnings - [ ] Any dependent changes have been merged and published - [ ] I have checked my code and corrected any misspellings ### Testing - [ ] 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 tested this code in development environment - [ ] I have tested edge cases and error conditions ### Security - [ ] My code follows the project's security guidelines - [ ] I have conducted a security impact assessment of my changes - [ ] I have verified no sensitive information is exposed ### Performance - [ ] I have verified my changes don't introduce performance regressions - [ ] I have optimized any resource-intensive operations - [ ] I have considered the impact on system resources ### Documentation - [ ] I have updated the README.md (if applicable) - [ ] I have updated the API documentation (if applicable) - [ ] I have updated architecture docs (if applicable) - [ ] I have added JSDoc/comments for all new code ### Dependencies - [ ] I have updated the dependency list (if applicable) - [ ] I have checked for and resolved any dependency conflicts - [ ] I have verified compatibility with existing dependencies ### Compatibility - [ ] My changes are backward compatible - [ ] I have tested with different LLM providers - [ ] I have tested with different configurations - [ ] I have verified Docker compatibility ### Code Quality - [ ] My code follows the project's style guidelines - [ ] I have run linting tools and fixed any issues - [ ] I have maintained or improved code coverage - [ ] I have followed SOLID principles ## Screenshots/Videos If applicable, add screenshots or videos to help explain your changes. ## Additional Notes Add any other context about the PR here. ## Linked Issues - Resolves #(issue number) - Related to #(issue number)