Admin Dashboard

Manage AI-powered features and content analysis

Batch Story Refinement

Process multiple stories at once — each story receives an AI-revised title (optional) and improved prose. A new version is saved for each story so nothing is lost. Stories flagged as similar to another story are skipped automatically.

Auto-Generate Titles

Generate meaningful titles for stories that have numeric titles (e.g., "1", "2", "123").

Story Embeddings

Generate vector embeddings for stories to enable similarity detection.

Similar Content Detection

Find and flag stories with similar content for review.

Story Concept Dictionary

Extract and consolidate unique concepts across all stories. Use this dictionary to cross-reference themes and avoid repetition in future entries.

Master Collection

Compare all stories for similarity and create a curated collection of unique stories. Similar stories will be grouped, and only the most complete version from each group is kept.

60% (more grouping)95% (stricter)