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To synthesize knowledge with citations, provide a topic or question to fuse findings from sessions, bookmarks, minutes, references, ideas, and digests into a structured narrative. The process applies a multi-pass retrieval workflow to generate cohesive text with inline citations.

Attaching provenance and inline citations involves tracking sources across a knowledge base during multi-entry synthesis. This preserves traceability by attaching the original knowledge entry source directly to each consolidated claim within the generated narrative.

Yes, you can scope knowledge base synthesis to a specific project. The multi-pass retrieval workflow can optionally narrow the search across sessions, bookmarks, minutes, references, ideas, and digests to match your designated project boundaries.

Multi-pass retrieval works by executing curated content search, broad search, follow-up tag expansion, and gap-filling sequentially. This workflow deduplicates entries and tracks provenance to ensure comprehensive coverage before synthesizing the final narrative.

Yes, this synthesis workflow includes built-in gap analysis and ambiguity flags. It actively surfaces knowledge gaps and flags conflicting views for review during the consolidation of multiple knowledge entries into a cohesive narrative.

The main limitation is dependency on the existing Distillery knowledge base content; synthesis quality relies entirely on available entries. If the knowledge base lacks sufficient data on a topic, gap-filling cannot fabricate missing information and will only flag the gap.