Contributed to the opea-project/docs repository by delivering comprehensive improvements to the Vector Database Contribution Documentation. Focused on streamlining the onboarding process for new contributors, the work consolidated installation, launching, service verification, usage, testing, and deployment environment guidance into a unified Markdown format. Incorporated feedback from code reviews to enhance clarity and maintainability, with particular attention to README naming conventions, cleanup procedures, and deployment strategies involving GenAIComps and image retrieval. The documentation updates aimed to reduce onboarding time and prevent deployment errors, leveraging strong skills in technical writing and documentation best practices to support the project’s evolving contributor workflows.