Library/TaskWeaver
Library/TaskWeaverForked

microsoft/TaskWeaver

TaskWeaver

The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

6,134

Using upstream star count

Forks

769

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 11, 2023

Project creation date

README Summary

TaskWeaver is Microsoft's code-first agent framework designed for planning and executing data analytics tasks through natural language conversations. It enables users to interact with data through conversational AI that can generate, execute, and iterate on Python code for analytics workflows. The framework emphasizes seamless integration between conversational AI and code execution for data science tasks.

AI Dev Skills

Unmapped

Conversational AICode GenerationTask PlanningMulti-Agent SystemsNatural Language to Code TranslationData Analytics AutomationAgent Orchestration

Tags

Conversational AICode GenerationTask PlanningMulti-Agent SystemsNatural Language to Code TranslationData Analytics AutomationAgent OrchestrationTextCodeOn-premiseAutomated Data AnalysisBusiness IntelligenceTabularResearchCloud APIConversational AnalyticsSelf-Service Business IntelligenceFinancial ServicesInteractive Analytics WorkflowsData AnalyticsAgentic AISelf-hostedAI-Powered Data ScienceCode Generation AIConsultingNatural Language Data QueryingExploratory Data AnalysisPython

Taxonomy

Recent Activity

Updated 2 months ago

7 Days

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30 Days

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90 Days

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Quality

prototype
Quality
medium
Maturity
prototype

Categories

NLP & TextPrimaryAI AgentsML Platform & InfrastructureCoding & Dev ToolsData Science & AnalyticsOther AI / MLDev Tools & AutomationLearning ResourcesSearch & KnowledgeModel Training

PM Skills

Product DiscoveryUser Experience

Languages

Python100.0%

Timeline

Project created
Sep 11, 2023
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
21 days ago
Tracked since
Feb 3, 2026

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