AI チュートリアル

Learn to build a Multimodal RAG pipeline for a visual Q&A system on IKEA assembly instructions using the OpenAI API and ChromaDB vector database.

A hands-on, end-to-end guide to fine-tuning T5Gemma-2 (270M-270M) for LaTeX OCR, showing how to correctly train and run inference with a multimodal encoder–decoder model using a small dataset.

A simple step-by-step guide to running FLUX.2 locally for high-quality image generation and editing.

Explore what’s new in Claude Code 2.1 by running a set of focused experiments on an existing project repository within CLI and web workflows.

Build production-ready voice AI assistants with xAI's Grok Voice Agent API and LiveKit.

Learn how to build a Gradio Poster Studio App with Qwen-Image-2512 that generates e-commerce creatives with strong typography, clean layout, and photorealistic product scenes.

Learn how to run the SAM Audio base model locally and experience state-of-the-art audio segmentation by isolating voices and sounds with simple, intuitive prompts on an RTX 3090 GPU.

Fine-tune Qwen3-VL-8B on electronic schematics using LoRA. Learn the full pipeline from data preparation to publishing your model on the Hugging Face Hub.

Learn how knowledge graphs solve the limitations of traditional RAG systems.

Learn how to use GPT-5.2 to turn any CSV into an Excel workbook and a citation-grounded PowerPoint deck inside a Streamlit app.

Learn to extract textual data from documents and images using Mistral's latest and most capable OCR model, Mistral OCR 3.

Build a data engineering MVP with GPT-5.2 Codex. A step-by-step VSCode tutorial covering agentic coding, Python, DuckDB, and Streamlit workflows.