The system can generate free-form graph search behavior dynamically for exploratory or less structured requests so that retrieval extends beyond the template library while still operating on the governed graph rather than raw text alone.

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