LLMs and LangChain Roadmap & Resources
LLM background
- Google Cloud Tech - Introduction to large language models
- LLM Foundation Lecture
- Reza Shabani: How to train your own LLM
- Important Papers
- State of GPT session by Andrej Karpathy
- DataBricks LLM Playlist
- The Transformer explained by Ms. Coffee Bean
- LLMs Practical Guide Repo
Open Source LLMs
- Open LLMs Repository
- Hugging Face Leaderboard
- Hugging Face Course - Playlist
- LLaMA 2 with LangChain Tutorial
Prompt Engineering & ChatGPT
- https://learnprompting.org/docs/intro
- Learn to Spell: Prompt Engineering - Lecture
- DeepLearning.AI ChatGPT Prompt Engineering for Developers
- DeepLearning.AI Building Systems with the ChatGPT API
- ChatGPT Tutorials - Youtube Playlist
- Lilian Weng Prompt Engineering Guide
- Awesome ChatGPT Prompts Repo
LangChain
- DeepLearning.AI LangChain for LLM Application Development
- LangChain Crash Course - Youtube Playlist
- DeepLearning.AI LangChain: Chat with Your Data
- Greg Kamradt LangChain Playlist
- Sam Witteveen LangChain How to and Guides Playlist
- Augmented Language Models - Lecture
- Project Walkthrough: askFSDL
- Awesome LangChain
Projects
- Dave Ebbelaar - Building Apps with LangChain & LLMs
- UX for Language User Interfaces - Lecture
- LLMOps - Lecture
- URL to Video Timestamps Project - by me
- Alejandro LLM Apps Playlist