tool

Example Prompts Spreadsheet

Google Sheets spreadsheet containing example prompts for reference and use.

video

Alex Chao - AI Engineering

YouTube video by Alex Chao discussing AI engineering principles and practices.

course

Build Deep Learning Models with PyTorch

Codecademy course teaching deep learning model development using PyTorch.

article

Chunking Strategies for RAG

Article covering different chunking strategies for retrieval-augmented generation systems.

article

Defeating Nondeterminism in LLM Inference

Article on techniques for managing nondeterminism in large language model inference.

video

How AI Works

Video explaining fundamental concepts and mechanics of how AI systems work.

article

How to Build a RAG Chatbot

Article with instructions and guidance on building a RAG-based chatbot.

video

Julia Turc YouTube Channel

YouTube channel featuring content about AI engineering from Julia Turc.

video

Landing AI Video Library

Video library hosted by Landing AI with educational content on AI topics.

podcast

Latent Space Podcast

Podcast covering AI engineering topics, trends, and industry developments.

paper

NeurIPS 1990 - Neural Network Paper

1990 NeurIPS academic paper on neural networks and their applications.

article

Pragmatic Engineer - Cursor

Newsletter article reviewing the Cursor AI code editor tool.

article

Smol Training Playbook

Guide for training small language models efficiently on Hugging Face.

course

Stanford - LLM from Scratch

Stanford course playlist on building large language models from scratch.

repo

System Prompts and Models of AI Tools

GitHub repository collecting system prompts and model information from various AI tools.

article

VisionAgent - Agentic Approach for Visual Reasoning

Article introducing VisionAgent, an agentic framework for complex visual reasoning tasks.

paper

World Modelling Paper

Academic paper on world modeling approaches for AI systems.

repo

All RL Algorithms

Repository containing implementations and explanations of reinforcement learning algorithms.

tool

Assembly AI - Voice

Cloud service providing speech-to-text and audio processing capabilities.

repo

Awesome Computer Vision

Comprehensive list of computer vision resources, algorithms, and tools.

repo

Awesome Data Science

Curated list of data science resources, tools, and learning materials on GitHub.

repo

Awesome NLP

Curated collection of NLP resources, libraries, and research materials.

tool

Bind - AI Coding

AI-assisted code editor that provides code generation and completion features.

tool

Claude Code

Claude Code is an AI tool by Anthropic for code generation and assistance.

tool

Cursor - AI Code Editor

Code editor with built-in AI assistance for code generation and refactoring.

repo

Essential ML Roadmap

GitHub roadmap outlining essential machine learning concepts and learning path for practitioners.

tool

Excalidraw - Wireframing

Open-source tool for creating wireframes and diagrams with a collaborative interface.

tool

FastMCP - MCP Server Builder

FastMCP is a tool for building and deploying MCP (Model Context Protocol) servers.

tool

GenAI Works - MCP Servers

Directory of Model Context Protocol servers for extending AI tool capabilities.

tool

Google NotebookLM

Google's note-taking tool that generates insights from uploaded documents.

tool

Groq Playground

Web-based playground for testing and experimenting with Groq's LLM inference.

tool

Hetzner GPU Hosting

Hetzner offers dedicated GPU server hosting for machine learning and compute-intensive workloads.

tool

Langfuse - Prompting Analytics & Evaluation

Platform for tracking, analyzing, and evaluating LLM prompts and outputs.

article

Lexical and Semantic Search with Elasticsearch

Article explaining how to implement lexical and semantic search capabilities using Elasticsearch.

tool

LFM2 Vision Language Model

LFM2-VL-1.6B is a lightweight vision language model available on Hugging Face.

tool

LlamaIndex - Data Framework for RAG

Framework for building retrieval-augmented generation (RAG) applications.

repo

Microsoft UFO - Desktop Agent

UFO is a Microsoft desktop automation agent that interacts with computer interfaces programmatically.

tool

MinerU - Document Parser

Document parsing tool that extracts text and structure from various file formats.

repo

ML For Beginners - Microsoft

Microsoft's beginner-friendly machine learning course with code examples and lessons.

tool

Nanonets - OCR Data Extractor

Platform for building and deploying custom OCR models without coding.

repo

Nanonets DocExt - PDF to Markdown

Tool and documentation for converting PDF documents to Markdown format.

tool

Nanonets OCR Model

Pre-trained OCR model available on Hugging Face for text recognition tasks.

repo

Neural Networks: Zero to Hero

Karpathy's educational repository teaching neural network fundamentals from basics to advanced topics.

tool

Omni AI - OCR Benchmark

Benchmark comparing performance of multiple optical character recognition systems.

tool

PapaParse - CSV Parser

JavaScript library for parsing and handling CSV data in web applications.

tool

PolyChat - Multi-LLM Chat

Chat interface allowing simultaneous interaction with multiple language models.

repo

Prompt Engineering Guide

GitHub guide covering prompt engineering techniques and best practices for AI models.

tool

Replit - Cloud IDE

Cloud-based integrated development environment for coding and collaboration.

repo

UI-TARS by ByteDance

UI-TARS is a ByteDance repository for user interface task automation and recognition systems.

tool

Webflow - Website Builder

Website builder platform using visual design and drag-and-drop interface.