This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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#1 Persistent memory for AI coding agents based on real-world benchmarks
:memo: An awesome Data Science repository to learn and apply for real world problems.
A collection of tips to help take your CSS skills pro. 🕹
- css
- css3
- css-tricks
- awesome-list
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
Translated:kissing_heart: Make you "love" GitHub by solving the problems of broken images and slow loading when accessing it. (No installation needed)
A simple guide to HTML <head> elements
- html5
- head
- meta-tags
- reference
Move and resize windows on macOS with keyboard shortcuts and snap areas
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Code and documentation to train Stanford's Alpaca models, and generate the data.
- deep-learning
- instruction-following
- language-model
Simulation platform for general-purpose robotics & embodied AI learning.
A lightweight JavaScript library for creating particles
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org
- hacking
- penetration-testing
- hacking-series
- cybersecurity
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
- ocr
- deep-learning
- crnn
- pytorch
The Modular Platform (includes MAX & Mojo)
- ai
- language
- machine-learning
- mojo
Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.
Tiny, Fast, and Deployable anywhere — automate the mundane, unleash your creativity
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
A memory leak detection library for Android.
- android
- memory-leak
- java
- kotlin
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
Python best practices guidebook, written for humans.
Fast C++ logging library.
- header-only
- cpp11
- cpp
- logging