context7-integration

Tenant filtering for semantic search is applied by scoping context retrieval using school_id and user roles. This ensures AI prompts are grounded only in documents matching the specific tenant access controls defined during ingestion.

Role-based access control for knowledge retrieval restricts search results to documents matching the user's assigned roles. It filters ingested content during semantic search so AI prompts only receive context the user is authorized to view.

Document ingestion into a knowledge store requires calling the Context7 client API with document content and metadata. Metadata includes module, category, and access control parameters needed for later role-based and tenant-filtered semantic search.

Context7 semantic search supports multi-tenant ERP deployments by applying tenant filters and role-based access controls. It retrieves and shapes ingested knowledge context scoped to specific school_id values for secure AI prompt generation.

Backend API routes are required to perform knowledge ingestion and search. You must configure Context7 credentials and point your backend to the API to call the client methods for document ingestion and semantic search.

Role-based context retrieval depends on accurate metadata assignment during document ingestion. If access control parameters like user roles or school_id are not properly set, semantic search may return incorrect or unauthorized context for AI prompts.