A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research
3 月 22, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build an uncertainty-aware large language model system that not only generates...
A Coding Implementation to Build a Unified Tool Orchestration Framework from Documentation to Automated Pipelines
10 月 18, 2025admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build a compact, efficient framework that demonstrates how to convert tool...
A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text
10 月 5, 2025admin NUAI,Committee,新闻,Uncategorized(0)We will build a Regression Language Model (RLM), a model that predicts continuous numerical values...
A Coding Implementation to Build a Hierarchical Planner AI Agent Using Open-Source LLMs with Tool Execution and Structured Multi-Agent Reasoning
3 月 1, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build a hierarchical planner agent using an open-source instruct model. We...
A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface
8 月 20, 2025admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we implement a fully functional Ollama environment inside Google Colab to replicate...
A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using city2graph, OSMnx, and PyTorch Geometric
6 月 13, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build an end-to-end spatial graph learning pipeline using city2graph. We start...
A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence
4 月 21, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build an end-to-end implementation around Qwen 3.6-35B-A3B and explore how a...
A Coding Implementation on Microsoft’s OpenMementos with Trace Structure Analysis, Context Compression, and Fine-Tuning Data Preparation
4 月 25, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we work with Microsoft’s OpenMementos dataset and explore how reasoning traces are...
A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines
5 月 31, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we implement a practical use case with Loguru, a powerful, flexible, and...
