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Applied AI

Retrieval, embeddings and generation — turning a model into a product feature.

16

Academies

766

Lessons

656h

Of content

108

Projects

LangChain Academy

Compose models, tools and data into something that ships.

Build streaming chains with typed, validated output
Wire retrievers, tools and memory without spaghetti

5 weeks · 40hIntermediate1,105 students7 projects726 certified

AssociateExplore

RAG Academy

Retrieval that answers from your data, with receipts.

Design a chunking strategy from the document, not from a default
Combine dense and keyword retrieval, then rerank

6 weeks · 46hIntermediate980 students8 projects611 certified

ProfessionalExplore

Vector Database Academy

Similarity search that stays fast at a hundred million rows.

Choose between HNSW, IVF and flat on evidence
Combine metadata filters with vector search without wrecking recall

4 weeks · 30hIntermediate742 students5 projects468 certified

AssociateExplore

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