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Artificial Intelligence
Deep Reader AI
Read any book with an AI that remembers.
Icybee2026
RAGReadingKnowledge
A RAG system that ingests entire books and lets readers ask questions, get summaries and explore themes — grounded in the source text with page-level citations.
About the product
Deep Reader AI is a production product built and operated by Icybee — designed around real outcomes, not demos. It is engineered with RAG, Reading, Knowledge at its core, with security, observability and maintainability treated as first-class requirements from day one.
The sections below break down what it does, the stack it runs on, how the system fits together, and a walkthrough of the product in action.
RAGReadingKnowledge
Project details
Client
Icybee
Category
Artificial Intelligence
Year
2026
Stack
RAG, Reading, Knowledge
Product catalog
What it does
Whole-book ingestion
Ask-the-book Q&A
Chapter & theme summaries
Page-level citations
Tech parameters
Under the hood
- Frontend
- Next.js
- Ingestion
- chapter-aware chunking
- Vector store
- pgvector
- LLM
- GPT-4o + reranker
- Backend
- FastAPI
- Deploy
- AWS
Architecture & diagrams
How it fits together
Video presentation
See Deep Reader AI in action
Product walkthrough coming soon.
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