Fareed Khan

Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.

Implementation of all RL algorithms in a simpler way

Building DeepSeek R1 from Scratch

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

将非结构化数据转换为知识图谱：一个端到端流程

Building a Multi-Agent AI System with LangGraph and LangSmith

In this blog, we will build a small scale text-to-video model from scratch. We will input a text prompt, and our trained model will generate a video based on that prompt.

Understand and code every important component of RAG architecture

Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.