TaskWeaver
A Code-First Agent Framework
AI agent builder Technology AI Agents frameworkgithub.com/microsoft/taskweaver
About:
TaskWeaver is a code-first agent framework for seamlessly planning and executing data analytics tasks. This innovative framework interprets user requests through code snippets and efficiently coordinates a variety of plugins in the form of functions to execute data analytics tasks in a stateful manner.
Ref: https://github.com/microsoft/TaskWeaver
Features:
TaskWeaver is a code-first agent framework for seamlessly planning and executing data analytics tasks. This innovative framework interprets user requests through code snippets and efficiently coordinates a variety of plugins in the form of functions to execute data analytics tasks in a stateful manner.
Features:
- Code centric approach provides greater precision and control over the agent's actions
- TaskWeaver incorporates a flexible plugin system.
- Stateful execution of multi-steps tasks
- Rich Data Structure Support
- TaskWeaver can decompose complex tasks into smaller, more manageable subtasks.
- Self-reflection of agents
Use cases:
- Data analysis and explration
- Workflow automation
- AI powered assistants
- Personalized recommendations
- Machine Learning Model Development