What Large Language Models does LIDA support?

LIDA is compatible with multiple providers including OpenAI (GPT-3.5, GPT-4), Azure OpenAI, PaLM, Cohere, and Hugging Face models.

Can I use LIDA with my own datasets?

Yes, LIDA supports any dataset that can be loaded into a pandas DataFrame, such as CSV or JSON files.

Does LIDA require an API key?

While the LIDA library itself is free and open-source, you will need an API key from an LLM provider (like OpenAI or Anthropic) to generate the visualizations.

How does the Infographer module work?

The Infographer module takes the generated visualization code and uses image generation models (like DALL-E) to apply artistic styles while maintaining data accuracy.

Is LIDA safe to run on my machine?

LIDA generates and executes code. It is recommended to run it in a secure, sandboxed environment (like Docker) to prevent any unintended code execution risks.

Nobody owns this listing yet

LIDA is live in the directory, but no verified owner controls the page.

Claim this listing

Free to claim · 2 minutes

Pick your launch day — Schedule a launch and compete for the daily #1 spot.
Win trophies you can embed — Rank top 3 on launch day and get an embeddable trophy.
“Featured on AI Kaptan” badge — Owner-only badge with your live upvote count.
Control what the page says — Edit copy, pricing, links and screenshots as the owner.

Unclaimed listings don't stay up forever. Listings left unclaimed are removed from the directory in periodic cleanups. When a listing goes, it goes everywhere — the tool page and every alternatives comparison it appears on, along with the rankings and backlinks that page had built up.

Verify with a work email on the domain (about 2 minutes), then post about it on LinkedIn and tag us. See everything you get

Data visualization

Free

LIDA

An open-source tool by Microsoft to automatically generate data visualizations, infographics, and data summaries using LLMs like GPT-4, compatible with Matplotlib, Seaborn, and more.

Visit WebsiteView Alternatives

—

Rating

Reviews

Upvotes

3 months ago

Listed

Data visualization

Infographics

Data analysis

Open source

Python library

LLM

AutoViz

Generative AI

Tool information

Provider

Microsoft

Platforms

Web

Windows

macOS

Linux

Languages

English

API Available

Yes

Added to directory

3 months ago

Last updated

about 2 months ago

Rating

Not available

Pricing

Free

About LIDA

What the tool does and who it's for

LIDA is an open-source library developed by Microsoft Research for the automatic generation of visualizations and infographics using Large Language Models (LLMs). It functions as a grammar-agnostic tool, meaning it can generate code for any visualization library including Matplotlib, Seaborn, Altair, and D3.js. The tool consists of four core modules: a Summarizer that converts data into a natural language summary, a Goal Explorer that generates visualization ideas, a VisGenerator that writes and executes visualization code, and an Infographer that uses image generation models to create stylized, data-faithful infographics. LIDA also provides built-in capabilities for visualization evaluation, repair, and explanation, making it a comprehensive toolkit for automated data storytelling.

Key capabilities

Data Summarization: Converts raw datasets into rich natural language summaries for LLM context.

Automated Goal Exploration: Automatically generates meaningful visualization goals based on the dataset.

Grammar-Agnostic Generation: Creates code for any library (Matplotlib, Seaborn, Altair, D3.js, etc.).

Infographics Generation: Transforms standard charts into stylized graphics using image generation models.

Visualization Evaluation: Scores charts across dimensions like aesthetics, compliance, and bugs.

Self-Repair: Automatically fixes or improves visualization code based on feedback or error logs.

Visualization Explanation: Provides detailed natural language descriptions of the generated code and charts.

Python & Web API: Can be used as a library or deployed as a web service with a UI.

Pricing

Free — plans below

Open Source

Reviews

Be the first to review LIDA

No reviews yet

Be the first to share your experience with LIDA.

Featured Tools

Handpicked by our team of experts

Suggest an Update

Found outdated information? Help us keep this listing accurate.

FAQ

LIDA FAQs

Common questions about LIDA