AITutorialsCollection

Resources & Links

The 5 Levels of Text Splitting For Retrieval by Greg Kamradt

Langchain

RAG From Scratch

RAG from Scratch - Overview Slides
RAG from Scratch - Indexing Slides

RAG from Scratch - Retrieval Slides

RAG from Scratch - Generation Slides

RAG from Scratch - Query Translation (Multi Query) Slides

RAG from Scratch - Query Translation (RAG-Fusion) Slides

RAG from Scratch - Query Translation (Decomposition) Slides

RAG from Scratch - Query Translation (Step-back) Slides

RAG from Scratch - Query Translation (HyDE) Slides

RAG from Scratch - Routing (Logical + Semantic) Slides

Andrej Karpathy

Neural Networks: Zero to Hero by Andrej Karpathy

Neural Networks: Zero to Hero - repo

Neural Networks: Zero to Hero - micrograd repo

fast.ai

Practical Deep Learning for Coders Practical Deep Learning for Coders - the site Practical Deep Learning for Coders - the book

Neural Networks

Aritra Sen

LangGraph

Michael Daigler

What are Runnables in Langchain Expression Language

Coding Crashcourses

LangChain Expression Language