Worked on improving documentation quality in the spring-ai repository, focusing on enhancing the accuracy and readability of the retrieval-augmented generation documentation. Addressed a specific issue by correcting a typo, ensuring that technical terms were presented clearly for users and contributors. Utilized adoc for documentation updates and maintained rigorous version control practices to provide traceable commit history. The work emphasized attention to detail and process quality, contributing to the overall reliability of the project’s documentation. Although no new features were developed during this period, the contribution supported better knowledge sharing and usability for the spring-ai community through precise documentation improvements.