Topic

Tutorials

Practical, step-by-step guides with working code.

3 posts

Build a Python evidence gate for AI slop

Build a Python AI slop checker that validates draft sections, evidence links, examples, and generic phrases, then reports gaps for human review.

2 days ago · 5 min read

Build a Retrieval‑Augmented Generation (RAG) App with Open‑Source LLMs

Learn how to create a full‑stack Retrieval‑Augmented Generation app using open‑source LLMs, LangChain, ChromaDB, and FastAPI in a step‑by‑step tutorial.

Tutorials rag open-source-llm tutorial 2 days ago · 5 min

Fine‑Tune a 7B LLM with LoRA on Hugging Face in One GPU

Learn how to fine‑tune a 7B LLM using LoRA and Hugging Face PEFT on a single GPU. Step‑by‑step code, pitfalls, and next steps for domain‑specific models.

Tutorials LLM LoRA Hugging Face 2 days ago · 5 min