Search every new aging paper, judged on evidence, plus trials, grants, drug pipelines and news.
AI SKILLS · Knowledge systems
Ground AI in trusted knowledge
Organize approved sources so an assistant can retrieve relevant information and cite it.
Why this skill matters
Relevant context and access controls matter as much as the model you choose.
What to learn
- Curate current source documents
- Check retrieval relevance and citations
- Respect document-level permissions
Before you begin
Document organization; coding optional for a no-code prototype
PUT IT INTO PRACTICE
Build a work sample
Build a small knowledge assistant over public documents. Test answerable, ambiguous, and unanswerable questions.
Evidence of progress
A source inventory and a tested set of grounded answers and refusals.
This exercise is an original ToolGrail suggestion. Use public, synthetic, or approved data.
LEARNING RESOURCE
Retrieval-augmented generation in AI Search
Microsoft Learn · Resource checked 2026-11-04
Open learning resource ↗This may be documentation, a framework, or a training path. Product access, accounts, or paid licenses may be needed for hands-on exercises.
Tools you could practice with
Matched by related tasks. Use a tool you already have access to; these are examples, not course requirements.
Shared project memory for people and AI agents: documents, ERD, diagrams, boards, design mockups.
Open-source active-learning software that prioritises records during systematic reviews.
Shared Markdown memory for your agents: docs, typed collections, files, skills and Dispatch.
Skill descriptions, exercises, and priorities are editorial. They are not professional qualifications or guarantees of employment. Read our skills methodology →
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