Worked on the CogitoNTNU/jarvis repository to enhance agent reliability by implementing startup-time initialization for the Chroma client and establishing persistent agent data storage. Developed a system that creates a dedicated collection, 'my_collection', to securely store agent state, ensuring data continuity across application restarts. Leveraged Python for agent development and system initialization, integrating vector database technology to support persistent storage. This approach reduced the risk of data loss and laid the groundwork for future improvements in searchability and analytics. The work aligned with the existing architecture, focusing on robust data management and seamless integration with the NeoAgent component.