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1. train-llm-from-scratch train-llm-from-scratch Public

   A straightforward method for training your LLM, from downloading data to generating text.

   Python 8.2k 1.1k

2. all-agentic-architectures all-agentic-architectures Public

   35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task b…

   Jupyter Notebook 3.7k 653

3. all-rl-algorithms all-rl-algorithms Public

   Implementation of all RL algorithms in a simpler way

   Jupyter Notebook 1.8k 336

4. production-grade-agentic-system production-grade-agentic-system Public

   Core 7 layers of production grade agentic system

   Python 873 201

5. train-deepseek-r1 train-deepseek-r1 Public

   Building DeepSeek R1 from Scratch

   Jupyter Notebook 780 126

6. complex-RAG-guide complex-RAG-guide Public

   A step by step implementation of a complex RAG pipeline to solve real world situations

   Jupyter Notebook 486 134