Data Formulator by Microsoft Research

Data Formulator by Microsoft Research

Vibe with your data with AI agents, in control

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Data Formulator is an open source AI-powered tool for analysts to explore and visualize data. Starting with data in almost any format (screenshot, text, csv, or database), users can work with AI agents with a novel blended interface that combines user interface interactions and natural language descriptions to communicate intents, control branching exploration directions, and create reports to share their insights. Data Formulator is a research prototype from Microsoft Research.
Data Formulator by Microsoft Research gallery image
Data Formulator by Microsoft Research gallery image
Data Formulator by Microsoft Research gallery image
Data Formulator by Microsoft Research gallery image
Data Formulator by Microsoft Research gallery image
Free
Launch tags:Artificial Intelligence•GitHub•Data & Analytics
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Chenglong Wang
Maker
📌
Hello! This is the Data Formulator team -- Today we introduce Data Formulator v0.5, aiming to allow you to vibe with data with ease, yet have control over how you explore data. - 📊 Load (almost) any data: load structured data, extract data from screenshots, from messy text blocks, or connect to databases. - 🤖 Explore data with AI agents: * In agent mode, provide a high-level goal and ask agents to explore data for you. To stay in control, directly interact with agents: ask for recommendations or specify chart designs with UI + NL inputs, and AI agents will formulate data to realize your design. * Use data threads to control branching exploration paths: backtrack, branch, or follow up. - ✅ Verify AI generated results: interact with charts and inspect data, formulas, explanations, and code. - 📝 Create reports to share insights: choose charts you want to share, and ask agents to create reports grounded in data formulated throughout exploration. Would like to invite you to give a try, and let us know how it feels like in this agent packed world. :) Data Formulator is an open-sourced project. Join us if you'd like to play with new designs and contribute!