In this tutorial, we explore how we can decode linguistic features directly from brain signals using a modern neuroAI pipeline. […]
Category: Tutorials
A Coding Guide on LLM Post Training with TRL from Supervised Fine Tuning to DPO and GRPO Reasoning
In this tutorial, we walk through a complete, hands-on journey of post-training large language models using the powerful TRL (Transformer […]
A Coding Deep Dive into Agentic UI, Generative UI, State Synchronization, and Interrupt-Driven Approval Flows
In this tutorial, we build the entire Agentic UI stack from the ground up using plain Python, without relying on […]
A Coding Implementation on Pyright Type Checking Covering Generics, Protocols, Strict Mode, Type Narrowing, and Modern Python Typing
In this tutorial, we explore Pyright, Microsoft’s high-performance static type checker for Python, and walk through its most powerful features […]
Step by Step Guide to Build a Complete PII Detection and Redaction Pipeline with OpenAI Privacy Filter
In this tutorial, we build a complete, production-style pipeline for detecting and redacting personally identifiable information using the OpenAI Privacy […]
A Coding Implementation on Document Parsing Benchmarking with LlamaIndex ParseBench Using Python, Hugging Face, and Evaluation Metrics
In this tutorial, we explore how to use the ParseBench dataset to evaluate document parsing systems in a structured, practical […]
How to Build Traceable and Evaluated LLM Workflows Using Promptflow, Prompty, and OpenAI
In this tutorial, we build a complete, production-style LLM workflow using Promptflow within a Colab environment. We begin by setting […]
How to Build a Lightweight Vision-Language-Action-Inspired Embodied Agent with Latent World Modeling and Model Predictive Control
In this tutorial, we build an embodied simulation vision agent that learns to perceive, plan, predict, and replan directly from […]
Build a Reinforcement Learning Powered Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering
In this tutorial, we build a Reinforcement Learning–driven agent that learns how to retrieve relevant memories from a long-term memory […]
How to Build a Fully Searchable AI Knowledge Base with OpenKB, OpenRouter, and Llama
In this tutorial, we explore how to build and query a local knowledge base with OpenKB using a free, open […]