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Artificial intelligence - Tutorials - IBM Developer
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Artificial intelligence

Next generation resources for AI builders to create trusted solutions

Artificial intelligence is the application of machine learning to build systems that mimic the problem-solving and decision-making capabilities of the human mind.

Tutorials

15 July 2025

Tutorial

Build a RAG-powered Markdown documentation assistant

In this tutorial, build an intelligent documentation assistant that lets you chat with your project’s Markdown documentation (those .md files you see in GitHub, like READMEs). Using JavaScript, and a tool called LangChain, and a local AI system called Ollama, we’ll create a CLI that connects to your GitHub repository, pulls in your documentation, and answers your questions in plain language. It’s like having a super-seasoned teammate who knows every word of your project’s docs, akin to a pair programming buddy in your day to day workflows.

Build a RAG-powered Markdown documentation assistant

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