This repository contains the implementation and benchmarking framework for AI Guardrails, specifically focusing on hallucination detection in Large Language Models (LLMs). The project was developed…

Fine-tuned Traditional Chinese LLM for healthcare assistance, trained on online medical consultation data collected via web crawler.

A practical guide to Retrieval-Augmented Generation (RAG), featuring query expansion and rewrite techniques, performance benchmarks, and future plans to enhance search quality and system efficiency…

MLOps best practice focus on model training performance monitoring, built pipeline, and model serving. Using Sci-kit Learn, MLFlow, Prefect, and BentoML.

A hands-on tutorial for learning Kafka architecture and PySpark Streaming with stream-stream join, using Docker-based local simulation.

A web application for managing multiple Node-RED instances, providing a simple and intuitive interface to create, manage, and monitor multiple Node-RED instances.

New Scoring Criteria for Foreign and Overseas Chinese Students to Work in Taiwan

Homework III of NCKU course WEB RESOURCE DISCOVERY AND EXPLOITATION , I've used the distribute crawler to crawling over miliion web page.

NCKU 111-2 distribution system course final project with ReaHAT k8spattern "Elastic Scale"