Worked on the langchain-ai/langchain and langchain-ai/docs repositories to deliver and document the relocation of Oracle AI Vector Search integrations into the dedicated langchain-oracledb package. Focused on code refactoring and package management using Python and Jupyter Notebook, updating imports, installation steps, and example usage to align with LangChain’s evolving ecosystem. Enhanced onboarding by providing clear migration guidance and refreshed documentation, including navigation and internal links, to streamline developer adoption. Validated documentation changes through local development workflows and coordinated with related pull requests, ensuring the integration remains maintainable and easy to adopt for future Oracle AI Vector Search users.