For exploratory or less structured requests, the system uses Free-form graph search by generating graph search behavior dynamically so that retrieval can extend beyond the template library while still operating on the governed graph.

Strategy 3: Free-form graph search.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

For exploratory or less structured requests, the system can generate graph search behavior dynamically.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

This gives the architecture reach beyond the template library, while still operating against the governed graph rather than raw text alone.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf