End-to-End Tutorials
Build real projects from scratch with step-by-step guidance
intermediate45 min
Build a Context-Managed AI Assistant — End-to-End Tutorial
Build an AI assistant that implements all four WSCI strategies: Write, Select, Compress, and Isolate.
intermediate40 min
Build a Document Processing Pipeline — End-to-End Tutorial
Build a complete document processing pipeline with DeepSeek-OCR: from raw PDFs to structured data, including hybrid routing and validation.
intermediate45 min
Build a Transformer from Scratch - End-to-End Tutorial
Build a complete transformer language model from scratch in pure Python: tokenizer, embeddings, attention, transformer blocks, and text generation with temperature control.