DataPilot

DataPilot: Data analysis workbench using multi-agent collaboration and natural language processing to generate verified insights.

DataPilot is a multi-agent data analysis workbench based on LangGraph. Business users submit questions in natural language, and the system collaborates to complete metric understanding, cross-table queries, evidence analysis, and chart generation. When encountering ambiguous definitions, it confirms with the user before continuing the task. The project applies business practices to e-commerce, SaaS, and retail stores, organizing analysis capabilities through data sources, business domains, semantic models, and skills. It supports PostgreSQL and DuckDB, and uses Python, FastAPI, React, and TypeScript. The system features three-tier memory management, SQL repair experience recall, and traceable result delivery.

DataPilot at a glance

Best for: Software engineer, Writer, Social media creator
Runs on: Windows, Web, self-hosted, open source
Pricing: Free
Released: October 2026
Category: AI video tool
Website: github.com/chao08647-stack/datapilot

Key features

Multi-agent collaboration
Consistent business definitions
Interactive clarification
SQL repair experience recall
Three-tier memory management
Traceable result delivery

Use it for

Analyze subscription revenue metrics for SaaS
Perform same-store operations analysis for retail
Query data using natural language
Deconstruct sales and profit by channel and category

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