Track Awesome Artificial Intelligence Updates Daily
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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Nov 24, 2025
📚 Books
- Designing Machine Learning Systems — Scalable, maintainable ML pipelines (Chip Huyen).
- Generative Deep Learning (2nd Edition) — GANs, VAEs, diffusion models (David Foster).
- AI Engineering — End-to-end AI product building (Chip Huyen).
- 100 Page Language Models Book — This book guides you through the evolution of language models, starting from machine learning fundamentals.
- Artificial Intelligence: A Modern Approach — Comprehensive AI theory (Russell & Norvig).
- Deep Learning — Neural networks & architectures (Goodfellow, Bengio, Courville).
- Reinforcement Learning: An Introduction (2nd Edition) — RL fundamentals (Sutton & Barto).
🏗 AI Engineering / 📖 Guides & Playbooks
- Building Effective Agents (Anthropic) — ⭐ Patterns, pitfalls, and tradeoffs for designing AI agents.
- OpenAI Agents Guide — Practical guide on building agents
- Google AI Agents Paper - Practical guide to building AI agents from Google
- Google Agents Companion Paper - Guide from Google
- OpenAI Cookbook — Example code, recipes, and best practices for working with OpenAI APIs.
- LLM Engineer Handbook (⭐4.4k) — A goldmine of useful links for AI engineers
🏗 AI Engineering / 🤖 Frameworks
- PocketFlow — Extremely minimalist AI agent framework in just 100 lines of code. Fantastic way to learn.
- Google ADK — Google's Agent Development Kit (Python, Java). Great local development experience + A2A + MCP.
- Pydantic-AI — Typed, structured LLM orchestration framework built on Pydantic models for safe, predictable outputs.
- LangGraph — Build multi-agent workflows with stateful graphs on top of LangChain.
- CrewAI — Agent orchestration with structured tasks and human-in-the-loop controls.
- AutoGen — Microsoft’s framework for multi-agent conversation and collaboration.
🏗 AI Engineering / 📦 Retrieval-Augmented Generation (RAG)
- LlamaIndex — Data framework for ingesting, indexing, and querying private data with LLMs.
- Haystack — Open-source search/RAG framework with modular pipelines.
- Docling (⭐45k) — Great library for ingesting any kind of document for RAG ⭐
🏗 AI Engineering / Evals
- OpenAI Evals (⭐17k) — OpenAI's framework for writing evals
📄 Landmark Papers / Evals
- Attention Is All You Need — Transformer architecture.
- Scaling Laws for Neural Language Models — Model/data/compute scaling.
- Language Models are Few-Shot Learners — GPT-3 capabilities.
- Constitutional AI — Safer model alignment.
🎓 Courses / Evals
📰 Newsletters / Evals
💬 Models / Evals
- ChatGPT — Best for general coding + reasoning.
- Perplexity — Best for quick research with live citations.
- Cohere — Best for enterprise LLMs with strong retrieval-augmented generation APIs.
- Mistral — Best for lightweight, high-performance open-weight models.
- Qwen — Best for multilingual and Chinese-first applications.
- DeepSeek — Best for efficient, cost-optimized large models with competitive reasoning.
👨💻 Code & Developer Tools / Evals
- Claude Code — IDE extensions with long-context code edits.
- GitHub Copilot — In-IDE code completion, chat, and refactors.
- Cursor — LLM-powered IDE for multi-file edits and codebase-aware chat.
🎨 Multimedia AI Tools / 🖼 Image
- ChatGPT-4o Image Generation — Integrated image creation with style control.
- Adobe Firefly — Integrated into Creative Cloud.
- Ideogram — Precise, legible text in generated images.
- Flux — High-res, prompt-editable images.
🎨 Multimedia AI Tools / 🎥 Video
- Kling — Cinematic, realistic video generation.
- Google Veo 3 — High-quality video with synchronized audio.
🎨 Multimedia AI Tools / 🎙 Audio
- ElevenLabs — High-quality text-to-speech.
- Suno — AI music from text prompts.
- Aiva — Music composition for media.
Oct 25, 2024
🎨 Multimedia AI Tools / 🖼 Image
- Midjourney — Artistic and photorealistic images and video.
🎨 Multimedia AI Tools / 🎥 Video
- Runway — Video editing + generation.
Mar 15, 2024
💬 Models / Evals
- Claude — Best for long-context analysis and structured thinking.
- Gemini — Best for Google ecosystem integration.