Build the scribe (fast) ingestion pipeline for the supplied extension: extract + structure cheap LLM calls, their deterministic adapters, then scholar's 4 deterministic stages + finalizeResponseV2. Emits the same TParsedArgumentResponse as scholar.
extract
structure
finalizeResponseV2
TParsedArgumentResponse
Optional
Build the scribe (fast) ingestion pipeline for the supplied extension:
extract+structurecheap LLM calls, their deterministic adapters, then scholar's 4 deterministic stages +finalizeResponseV2. Emits the sameTParsedArgumentResponseas scholar.