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TaskWeaver

by Microsoft

Code-first agent framework for data analytics

TaskWeaver is a code-first agent framework from Microsoft designed for data analytics and domain-specific tasks. It converts user requests into executable code, enabling complex data analysis through natural language.

Docs

Ease of Use

7/10

Community

6/10

Performance

8/10

Documentation

7/10

🎯 Key Features

Code generation and execution

Plugin system

Stateful conversation

Data analytics focus

Rich data structures

Domain adaptation

Error handling and recovery

Customizable execution environment

Strengths

Excellent for data analytics

Code generation and execution

Stateful conversations

Microsoft backing

Good error handling

Domain adaptability

Limitations

Specialized use case

Python only

Smaller community

Not for general-purpose agents

Limited multi-agent support

Requires code execution environment

Best For

Data analytics tasks
Code generation for analysis
Domain-specific applications
Stateful data conversations
Python-based workflows

Not Recommended For

General chatbots
Multi-agent systems
Non-code tasks
Simple Q&A
Production without sandboxing