02-AREAS

Provides tools for implementing Retrieval-Augmented Generation (RAG) workflows with Large Language Models (LLMs). Includes functions for document processing, text chunking, embedding generation, storage management, and content retrieval. Supports various document types and embedding providers (Ollama, OpenAI), with DuckDB as the default storage backend. Integrates with the ellmer package to equip chat objects with retrieval capabilities. Designed to offer both sensible defaults and customization options with transparent access to intermediate outputs.

A detailed walkthrough of my current workflow for using LLms to build software, from brainstorming through planning and execution.

:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名，每日自动更新 - EvanLi/Github-Ranking

Intercept and control interactions to target objects

📨 Create responsive emails with R. Contribute to JohnCoene/mjml development by creating an account on GitHub.

Awesome notifications for shiny. Contribute to JohnCoene/awn development by creating an account on GitHub.

:bar_chart: R Htmlwidget for ApexCharts.js. Contribute to dreamRs/apexcharter development by creating an account on GitHub.

Minimal busy indicator for Shiny apps. Contribute to dreamRs/shinybusy development by creating an account on GitHub.

Hierarchical tree input for Shiny apps. Contribute to dreamRs/shinytreeview development by creating an account on GitHub.

Registers an R function to be called upon garbage collection of object or (optionally) at the end of an R session.

MCP server that interacts with Obsidian via the Obsidian rest API community plugin - MarkusPfundstein/mcp-obsidian

Optimize your fantasy baseball lineup with ⚾ Fantasy League Lineup Pro 🏆. Utilize AI for player analysis, real-time updates, and strategic lineup decisions in a user-friendly interface.

For AI shortcut enthusiasts, the tool that will help you stay up-to-date with all the available AI shortcuts has finally arrived. AI Store, developed by @__MIKL__, is the ultimate tool for exploring, downloading, and managing the latest AI projects within the RoutineHub community. With AI Store, you have instant access to a constantly growing database, directly from your device, without the need to search through multiple sources. AI Store AI Store allows users to view AI-based shortcuts, s

Pack your codebase into AI-friendly formats

A proposal to standardise on using an /llms.txt file to provide information to help LLMs use a website at inference time.

Transform websites into clean, LLM-ready text files

Generate llms.txt for any website

Search for code, files, and paths across half a million public GitHub repositories.

Imagine a detective who loses his memory every time he falls asleep. To solve cases, he develops an ingenious system: tattooing critical facts on his body and keeping a carefully organized set of Polaroid photos. Each time he wakes up, he can quickly rebuild his understanding by following his own documentation system. That's the plot of Memento, and it inspired how we solved a common problem with AI coding assistants. Dont Believe His Lies Memento GIFfrom Dont Believe His Lies GIFs Here's

PSProfile is a cross-platform PowerShell module built for profile customization. It uses PoshCode's Configuration module to handle the layered Configuration. - SCRT-HQ/PSProfile

A data science blog

Unlocking code assistance with local LLMs & GitHub Copilot! Discover R optimization & streamline your workflow.

gander is an in-editor AI tool that describes R objects to improve coding efficiency.

In this article, I'll share the principles of LLM agent evaluation and you how to do it using DeepEval.

Patterns from our colleagues' work building with Generative AI