Throw a Whole Book into an LLM to Extract Characters and Relationships

What it does

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Let's try a small experiment with LLMs: feed an entire book into the context window and ask it to generate a list of characters, their relationships, and physical descriptions—data that can later be used for image generation. Jump directly to visualisation to explore character networks from few books extracted using Gemini 2.0 Flash Exp: Script chargraph.py is used to extract characters and relationships. (Optional) Character images were generated using portrait_prompt from JSON. This is not an attempt to determine the best method for extracting characters and relationships from books. A more effective approach would likely involve processing the text in segments and extracting different…from github.com

In the maker’s words, at launch

Let's try a small experiment with LLMs that have a large context length: feed an entire book into the context window and ask it to generate a list of characters, their relationships, and physical descriptions—data that can later be used for image generation. In this repository, you can find two tools: a script that…

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