Why Normal Chat Is Not the Same as Knowledge Retrieval
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Introduction to RAG and Knowledge Assistants
A knowledge assistant design brief with source rules, metadata, citation policy, missing-answer behavior, permissions, and an evaluation set.
Documents, Chunks, Metadata, and Permissions
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Embeddings, Indexes, and Retrieval in Plain English
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Query Rewriting and Retrieval Quality
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Grounded Answering with Citations
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Missing Answers and Refusal Behavior
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Hallucination Risks and Source Conflicts
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Evaluation Sets for RAG
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Privacy, Access Control, and Document Lifecycle
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Designing a Knowledge Assistant Workflow
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Capstone: RAG Design Brief and Evaluation Plan
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
First-release boundary
This is a text-first course shell. Leonardo/image creation, image QC, dependency-heavy runtime QA, external review, and learner pilot evidence remain separate later quality steps.