Natural language processing has come a long way since its foundations were laid in the 1940s and 50s (for an introduction see, e.g., Jurafsky and Martin (2008, 2009, 2022 draft third edition): Speech and Language Processing, Pearson Prentice Hall). This CRAN task view collects relevant R packages that support computational linguists in conducting analysis of speech and language on a variety of levels - setting focus on words, syntax, semantics, and pragmatics.
FHIR for Fast and Efficient Health Data Sharing with the FDA and VA (eHealth Exchange use-case)
In this episode, Jay Nakashima, President of eHealth Exchange, joins us to discuss 'Project Best'—a groundbreaking collaboration between eHealth Exchange and...
RAG, AI Agents, and Agentic RAG: An In-Depth Review and Comparative Analysis
Discover the key differences and advantages of RAG, AI Agents, and Agentic RAG. Explore how these cutting-edge technologies power smarter AI solutions.
Convert Formatted Spreadsheets to Presentation-Ready Display Tables
Reads cell contents plus formatting from a spreadsheet file and creates an editable gt object with the same data and formatting. Supports the most commonly-used cell and text styles including colors, fills, font weights and decorations, and borders.
What is the Model Context Protocol (MCP)? — WorkOS
Anthropic developed the Model Context Protocol (MCP), an open standard that connects AI assistants to systems where data actually lives—content repositories, business tools, development environments, and more.
[ideas] Working with DBI - Targets as an ETL tool · ropensci targets · Discussion #1164
Help I understand and agree to https://books.ropensci.org/targets/help.html. Description I want to use targets as a form of a local, file-based ETL tool. That is, I have some data in some format, w...
Intro
Querying JSON with SQL is extremely powerful and convenient. Some great things about:Use SQL to query unstructured data
Join relational and JSON tables
Convert between JSON and relational schemaBut query writing can be difficult and non obvious at first. Official documentation doesn't have many samples. Many useful queries need other great but not widely known
DevSamples is a list of code samples for you to copy and paste into your projects as needed. The primary focus is on web development, but there are samples from a variety of languages.
A tidy interface for integrating large language model (LLM) APIs such as Claude, Openai, Groq,Mistral and local models via Ollama into R workflows. The package supports text and media-based interactions, interactive message history, batch request APIs, and a tidy, pipeline-oriented interface for streamlined integration into data workflows. Web services are available at , , , and .
GitHub Copilot: The agent awakens - The GitHub Blog
Introducing agent mode for GitHub Copilot in VS Code, announcing the general availability of Copilot Edits, and providing a first look at our SWE agent.
An artificial intelligence (AI) agent refers to a system or program that is capable of autonomously performing tasks on behalf of a user or another system.