Worked on DS4SD/docling to enhance user-facing documentation, focusing on the adoption of the UV package. Developed a comprehensive Installation Guide in Markdown, detailing both basic usage and CPU-only Linux installation steps to streamline onboarding for new users. Addressed ambiguities in the index-strategy unsafe-best-match guidance, clarifying setup instructions and reducing potential confusion. Incorporated feedback from code reviews and completed DCO remediation to improve repository hygiene and contributor experience. The work emphasized Python package management and documentation best practices, ensuring that project standards were met and that the repository remained accessible and maintainable for both users and future contributors.