How to adapt use cases
- Replace example questions with your real user questions.
- Map risks to your institution or business rules.
- Choose architecture only after understanding source authority.
- Define evaluation criteria before launch.
Use cases
Where RAG helps and what to watch
Each use case includes the problem, recommended architecture, relevant tools, risks, and evaluation criteria.
RAG for education
Students and teachers need grounded explanations across course materials, policies, readings, and institutional guidance.
RAG for libraries and documentation centers
Patrons and staff need discovery across catalogs, PDFs, archives, metadata, and institutional repositories.
RAG for scientific research
Researchers need to synthesize papers, protocols, datasets, and prior results without losing citation traceability.
RAG for public administration
Citizens and staff need reliable answers from laws, procedures, forms, and internal guidance.
RAG for enterprises
Teams need answers across knowledge bases, tickets, policies, product docs, and internal systems.
RAG for legal and regulatory monitoring
Legal and compliance teams must track changing regulations, cases, policies, and internal interpretations.
RAG for customer support
Support teams need accurate answers from product docs, policies, tickets, and known issue records.
RAG for archives and digital documents
Archives include scanned documents, mixed formats, uncertain OCR, and complex provenance requirements.