Developed and delivered the Aidbase Chatbots API Integration for the aipotheosis-labs/aci repository, focusing on backend development and API integration using Python and JSON. This work introduced new API endpoints to manage Aidbase chatbots and their knowledge bases, including application URL setup and comprehensive API documentation scaffolding. Fuzzy testing was implemented to validate new functionalities, enhancing reliability and supporting future automation. The integration enables programmatic control over chatbot management, laying a foundation for extensibility and streamlined developer adoption. Minor improvements were made to CI and test stability, with no major defects reported during the development period, reflecting a focused engineering approach.