DeepReader is your AI reading companion. It automatically aggregates book reviews from multiple platforms and provides an AI partner for in-depth book discussions. Read a book and want to know what others think? DeepReader collects reviews from Douban, Bilibili, and YouTube, then lets you discuss any book with AI anytime.

Key Features

Multi-Platform Review Aggregation — Automatically scrapes Douban text reviews and uses Whisper to transcribe video reviews from Bilibili and YouTube into text for unified analysis.

AI Review Analysis — Uses LLMs to classify reviews across four dimensions — plot summary, personal reflections, critical evaluation, and extended analysis — generating structured deep reports.

AI Book Discussion — A Streamlit-based interactive chatbot for multi-turn deep discussions about any book.

Multi-Persona Discussion — Supports multi-persona generation to simulate book discussions from different perspectives.

Results

  • 350+ beta testing community members (Xiaohongshu DeepRead group)
  • Open source with 55+ commits, MIT license