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Day 264: Embeddings & Semantic Search in Code — Applied Lab
Learn Embeddings & Semantic Search in Code through guided hands-on lab, guided resources, practical work and a portfolio-ready outcome.
Learning objectives
Understand the topic
Explain Embeddings & Semantic Search in Code clearly, connect it to the AI API Concepts phase, and identify one limitation or risk.
Apply the skill
Use tiktoken and Anthropic 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.