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Cover image for the article: Python for AI: the beginner's roadmap to LLM apps, RAG and agents (what to learn, in what order)
AI Engineering·3 Nov 2026·7 min read

Python for AI: the beginner's roadmap to LLM apps, RAG and agents (what to learn, in what order)

Which Python skills you actually need for AI engineering, in the order to learn them: basics, files and JSON, APIs, LLM calls, RAG, agents and deployment. A practical 8-week plan for beginners and working professionals in India.