book-of-the-fallen

AI & Agents · Active

A spoiler-aware knowledge graph over a ten-book, ~3.3M-word series.

An NLP corpus platform that extracts characters, relationships, and events from a ten-book series and serves them to LLM clients. BookNLP and transformer embeddings feed a Postgres knowledge graph, exposed through an MCP server with a suite of query tools. It runs on a deterministic-bulk-extraction plus LLM-judge-the-hard-residual architecture, with trust-tiered, era-scoped canonization.

~3.3M words · MCP server · trust-tiered canonization

Python
BookNLP
Transformers
Postgres
MCP