Will White

andrej-karpathy-skills. A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

wing. A programming language for the cloud ☁️ A unified programming model, combining infrastructure and runtime code into one language ⚡

intellagent. A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

openspg. OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) natively support KAG...

llama-stack-apps. Agentic components of the Llama Stack APIs

smol-course. A course on aligning smol models.

AgentLaboratory. Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas

crawl4ai. 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

LightRAG. [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

markitdown. Python tool for converting files and office documents to Markdown.

AgentStack. The fastest way to build robust AI agents

dify. Production-ready platform for agentic workflow development.

tabler-icons. A set of over 6000 free MIT-licensed high-quality SVG icons for you to use in your web projects.

docling. Get your documents ready for gen AI

ai-workshop-code. Code I wrote for my AI & LLM workshops

Vane. Vane is an AI-powered answering engine.

screenshot-to-code. Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

MetaGPT. 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

CopilotKit. The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

gpt4all. GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

openai-realtime-streamlit. POC Port of the openai-realtime-console to streamlit.

guidance. A guidance language for controlling large language models.

zerox. OCR & Document Extraction using vision models

platform. Huly — All-in-One Project Management Platform (alternative to Linear, Jira, Slack, Notion, Motion)

GraphRAG. Ingesting GraphRAG from microsoft into Neo4j for local visualisation. Using their Local and Global search and comparing the results in a streamlit GUI to standard unoptimised RAG

web-llm. High-performance In-browser LLM Inference Engine

wllama. WebAssembly binding for llama.cpp - Enabling on-browser LLM inference

repomix. 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

firecrawl. The API to search, scrape, and interact with the web at scale. 🔥

agno. Build, run, and manage your own agent platform.

autoarena. Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation

swarm. Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Python. All Algorithms implemented in Python

realtime-playground. Play with OpenAI's new Realtime API in your browser

aider. aider is AI pair programming in your terminal

TTS. 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

ultralytics. Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

letta. Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.

react. Cheatsheets for experienced React developers getting started with TypeScript

awesome-react. A collection of awesome things regarding React ecosystem

30-Days-Of-React. 30 Days of React challenge is a step by step guide to learn React in 30 days. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

llm-app. Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

composio. Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

llama_index. LlamaIndex is the leading document agent and OCR platform

kotaemon. An open-source RAG-based tool for chatting with your documents.

langchain_hermes-2-pro. Adapters required to use Nous Research Hermes 2 Pro as a function calling LLM

Hermes-Function-Calling. Jupyter Notebook

LangGraphReceptionistTutorial. A repo to accopmany my youtube video on how to build an AI receptionist with langgraph

Deep-Live-Cam. real time face swap and one-click video deepfake with only a single image

llama_cloud_services. Knowledge Agents and Management in the Cloud

pyvideotrans. Translate the video from one language to another and embed dubbing & subtitles.

teable. ✨ The Next Gen Airtable Alternative: No-Code Postgres

AI-Scientist. The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

vercel-ai-chatbot. A full-featured, Supabaseified Next.js AI chatbot built by Vercel Labs & Supabase

LibreChat. Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

llama-cookbook. Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

txtai. 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

tribe. Low code tool to rapidly build and coordinate multi-agent teams

graphrag. A modular graph-based Retrieval-Augmented Generation (RAG) system

Guardrails. NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

vanna. 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

cognita. RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

mesop. Rapidly build AI apps in Python

game-dev. Full stack React and LLM app for generating stories and images related to game development. With infrastructure as code using the AWS CDK.

whatsapp-bot-stack. TypeScript

AutoPA. Python

next-supabase-stripe-starter. The highest quality SaaS starter with Next.js, Supabase, Stripe, and shadcn/ui

game-dev-infrastructure. Python

agentscope. Build and run agents you can see, understand and trust.

Scrapegraph-ai. Python scraper based on AI

T2-Ubuntu. Ubuntu for T2 Macs

RatchetAndClank-UE-Prototype. 🔧 A Ratchet & Clank prototype made with Unreal Engine 4 in one week. A Game Development Process video is also available 📺

holyc-lang. HolyC compiler & transpiler

WhisperS2T. An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine

langgraph. Build resilient agents.

batch-whisper. Batch Support for OpenAI Whisper

python-c-compiler. A toy c compiler written in python

bashgpt. Python

chatgpt-cli. CLI for interacting with chatgpt

shuttle. Build & ship backends without writing any infrastructure files.

flux. Graph-based LLM power tool for exploring many completions in parallel.

rem. An open source approach to locally record and enable searching everything you view on your Mac.

Flowise. Build AI Agents, Visually

react-digraph. A library for creating directed graph editors

Llama. All the projects related to Llama

cdk-cloudfront-auth. CloudFront authorization with Cognito for CDK

my-aws-cdk-examples. A collection of AWS CDK Python examples with architecture diagrams for frequently used AWS services

streamlit-elements. Create a draggable and resizable dashboard in Streamlit, featuring Material UI widgets, Monaco editor (Visual Studio Code), Nivo charts, and more!

draw-a-ui. Draw a mockup and generate html for it

deer_detection. Training a YOLO small model at detecting deer, so that it could run on device without access to the internet.

datadayessentials.

aws-cdk-serverless-hugging-face. Serverless Deployment of a Hugging Face model in AWS sagemaker

zero-administration-inference-with-aws-lambda-for-hugging-face. Zero administration inference with AWS Lambda for 🤗

python_mocking_mwe. Python

sample-huggingface-sagemaker-cdk. Python

HuggingFaceSagemakerServerlessInferenceConstruct. TypeScript

aws-cdk-examples. Example projects using the AWS CDK

datadayessentials. Python

cdk-cloudfront-behavior-api-gateway-waf-protection. REST API in Amazon API Gateway with Amazon CloudFront Behavior using AWS WAF for API protection

lambda-dual-style-gan. A serverless deployment of DualStyleGAN to AWS lambda using the ONNX runtime.

discord-bot-template. Set up your own Discord bot in no time.

ingredient-phrase-tagger. Extract structured data from ingredient phrases using conditional random fields

MachineLearningThings. Repo for Machine learning tutorials and examples that a few of us have made

RecipeBot. This is simple food recipe bot, which gives you the list of recipes and methods to make different foods/dishes based on your query. The data is taken from BBC Good Food website. (https://www.bbcgoodfood.com)

hello-python-CI. Hello World for Python Continuous Integration on AWS

SudukuSolver. Solves suduku :)

unity_tutorial_project_boost. Unity tutorial for project Boost. A 2-D rocket controller game.

RoastedDemo. Game demo in unity, top down arena party game. Currently play as a chicken and throw rocks at other players or team up with them to hunt down other players

film_night_discord_bot. Python

RaspberryPiWatering. Python

AdventOfCode. Python

sea-orm-minimal-example. Minimal Example of Sea-orm for a single entity. Uses a dockerised Postgres DB

DualStyleGAN. [CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

textual_inversion_cpu. Jupyter Notebook

scrapy-headless. Scrapy with Headless Selenium, for scraping interactive web pages

AdventOfCodeRust2022. Rust

github-actions-continuous-delivery. JavaScript

SheffieldCopdAnalysis. Notebook Analysis of COPD prevelance in the UK and specifically sheffield

AVVO_Scraper. Scraper for AVVO lawyer website.

ndarray-inverse. Inverse and determinant trait for ndarray Array2

blindai. Confidential AI deployment with secure enclaves :lock:

whisper-openvino. openvino version of openai/whisper

advent-of-code. My repo for advent of code solutions

fra_races. fell races

Wordler. Wordler: Build an algorithm for solving Wordle!

polars. Extremely fast Query Engine for DataFrames, written in Rust

LeakGAN. The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

semi-cricle. CircleCI command line app for querying pipelines

PyIng. Python module to parse ingredient names. Splitting them into the ingredient, unit and quantity. It is trained on a publicly available dataset using Tensorflow.

recipe-box. Scrape lists of recipes

nft-generator. Generate MANY nfts, become rich and retire at the age of 5.

datasets. TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

zestful-client. Python

recipe-parser. Natural language parser for recipe ingredients that can also combine ingredients

RecipeBot. This is simple food recipe bot, which gives you the list of recipes and methods to make different foods/dishes based on your query. The data is taken from BBC Good Food website. (https://www.bbcgoodfood.com)