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Day 265: Build RAG from Scratch (Small Corpus) — Applied Lab
Learn Build RAG from Scratch (Small Corpus) through applied workshop, guided resources, practical work and a portfolio-ready outcome.
Learning objectives
Understand the topic
Explain Build RAG from Scratch (Small Corpus) clearly, connect it to the AI API Concepts phase, and identify one limitation or risk.
Apply the skill
Use LangChain (light) and OpenAI API to produce a small, reviewable result that demonstrates the concept.
Study plan and official resources
Portfolio practice
CLI assistant with tool calling: weather + files + calculator
Complete the work in a safe test environment, capture evidence, document decisions and record what you would improve in a second pass.