POSIT AND AI

Supercharging data science with GenAI

Posit helps data teams wield the power of leading LLMs with Python and R
Generative AI is transforming data science. Posit puts the power of GenAI at your fingertips. With Posit and AI, you can:
• Use AI to write, debug, and understand code
• Automate tedious development tasks
• Use natural language to visualize and explore data

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Build apps to explore data with natural language

Query data with natural language using querychat

Simplify data exploration by asking questions, not code. With querychat, build data apps that allow viewers to explore data using natural language—no coding required. Visualize, analyze, and act on data-driven insights faster with querychat.

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Prototype data apps in seconds with Shiny Assistant

Shiny Assistant is an AI assistant designed to help you understand Shiny and rapidly prototype apps

Bring your Shiny app ideas to life faster than ever. Shiny Assistant helps you understand Shiny concepts, troubleshoot code, and even rapidly prototype apps with the power of AI. Whether you're brand new to Shiny or an experienced developer, Shiny Assistant helps you go from idea to reality faster than ever before.

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Supercharge data science workflows with leading LLMs in Snowflake

Posit Workbench is now integrated with top LLMs via Snowflake Cortex

The Posit Workbench Native App on Snowflake Marketplace brings your favorite IDEs for R and Python natively to Snowflake. Now you can leverage leading LLMs via Snowflake Cortex to create AI-assisted data science workflows. Accelerate analysis, automate tasks, and enhance decision-making - all within your Snowflake environment.

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Simplify deploying AI with Posit Connect

Jay Timmerman, Head of Data Science & AI Platforms at Biogen explains how Posit Connect accelerates the delivery of AI solutions by simplifying deployment and automating DevOps.

Approachable AI with ellmer and chatlas

Blake Abbenante, Director of Analytics & Data Science at Suffolk Construction, explains how the ellmer and Chatlas packages from Posit make coding with AI more approachable.

Wield the power of LLMs in R and Python with Posit's open source packages

Easily integrate AI into your data applications with Posit’s open source packages for R and Python. Build AI-powered workflows, automate complex tasks, and unlock new insights with the power of AI under your control.

Build GenAI integrations into your data apps

ellmer

Simplify LLM integration in R. Ellmer provides a consistent interface to multiple LLM providers, with features like streaming, tool calling, and structured data extraction.

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chatlas

Simplify LLM integration in Python. Chatlas offers a unified interface across LLM providers, simplifying tasks like streaming chats, tool calling, and structured output. Easily switch providers or access provider-specific features.

See documentation

Shinychat & ui.Chat

Integrate interactive chat interfaces into Shiny applications for seamless LLM conversations with a dedicated UI component.

Shinychat Documentation ui.chat Documentation
Automate and enhance data science tasks with GenAI

chores

Boost productivity by automating repetitive coding tasks with LLM-powered assistants. Use customizable shortcuts to trigger code rewrites and enhancements directly in your R environment.

See documentation

gander

Enhance data science workflows in RStudio and Positron with intelligent, in-line LLM chats. Gander integrates Ellmer chats into your projects, providing context-aware responses and streaming results directly into your documents.

See documentation

GitHub Copilot in RStudio

Boost coding productivity with AI-powered code suggestions directly within RStudio.

See documentation

Shiny Assistant

Accelerate Shiny development with an AI assistant. Get help with Shiny questions, create applications from scratch, or modify existing code in R and Python.

See documentation

mall

Save time by applying LLM predictions to data frames efficiently. Process rows with pre-defined prompts for batch analysis in both R and Python.

See documentation

lang

Translate R documentation on-the-fly to other languages like Spanish or French. Lang overrides help functions to provide instant translations within RStudio and Positron.

See documentation

Resources

Read more about Posit and AI

Discover how Shiny Assistant can accelerate app prototyping with AI

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Posit Workbench + Snowflake Cortex. The gander and chores hex logos.

Explore how Posit and Snowflake can transform data workflows and drive innovation with AI

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Learn how Posit’s experiments with LLMs are shaping the future of data science, offering new ways to integrate AI into your workflows and enhance productivity

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The ellmer package with a bunch of spreadsheet icons coming from it

Discover how to generate data with an LLM and ellmer

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Illustration demonstrating how an AI-powered system gathers data from various documents and compiles it into a single, organized format, using the mall hex to represent the AI processing.

Unlock AI-Powered Text Analysis in R and Python with Mall for Faster, Smarter Data Insights

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Reduce Mortality by 26%: How GenAI and Posit are Transforming Healthcare Outcomes

Read customer story

Ready to bring the power of AI and Posit to your organization?

Let’s talk about how Posit can support your AI goals. Contact us to see what our software can do, discuss your AI initiatives, and explore working together further.

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