The context engine must run multiple extraction lenses in parallel during the chunking phase for internal deployment so that different knowledge types are captured across designated primary sets.

The context engine supports multiple extraction lenses that run in parallel during the chunking phase.

— PYRANA_Internal_Knowledge_Graph_Specification.md

For this internal deployment, configure these lenses:

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `facts` | Extract factual assertions | All sets |

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `specifications` | Extract technical specifications | PYRANA_PLATFORM, PROJECTS |

— PYRANA_Internal_Knowledge_Graph_Specification.md