TaskWeaver
Overview
A code-first agent framework for planning and executing data analytics tasks using large language models.
Best For Professions:
TaskWeaver is an open-source, code-first agent framework developed by Microsoft for seamlessly planning and executing data analytics tasks. It interprets user requests through code snippets and efficiently coordinates various plugins to perform data analytics or workflow automation tasks. TaskWeaver supports rich data structures in Python, such as DataFrames, and allows the incorporation of domain-specific knowledge to improve task execution reliability. It also ensures stateful execution, maintaining the execution state across multiple interactions, and provides secure code execution environments.
Product overview
Capabilities, pricing and fit
TaskWeaver is best understood as an agent-development framework. The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.
Information as of July 30, 2026
What it can do
- Agent application development
The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.[1]
Where it fits best
- Developing AI agents capable of executing complex data analytics tasks.[1]
Pricing and availability
Access: Source repository[1]
Sources (1)
Autonomy level
82/100
Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.
Comparisons
Custom Comparisons
Some of the use cases of TaskWeaver:
- Developing AI agents capable of executing complex data analytics tasks.
- Creating customizable and extensible AI solutions for workflow automation.
- Implementing stateful AI systems that maintain context across multiple interactions.
- Enhancing AI agents with domain-specific knowledge for improved performance.
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Pricing model:
Code access:
Popularity level: 74%
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