TaskWeaver, a cutting-edge open-source framework by Microsoft, effortlessly schedules and carries out data analytics tasks leveraging a code-centric methodology. It translates user instructions into code and orchestrates diverse plugins for task efficiency. Exceptional in maintaining chat and code histories, TaskWeaver excels in complex, stateful executions, making it the perfect automation solution for developer data workflows.