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This is an excellent idea (in fact, I have found your post when searching for a tool which would allow me to do what you suggest).
Do you have the prototype available somewhere for trying ?
You mentioned the usage in reading texts of a more scientific / formal nature (I completely agree that LLMs are an amazing tool. Modern agentic systems are able to provide you with precise references to source texts (and those systems will get better). This means that in the unlikely event of hallucination, links to source texts will drop from the LLM. You can verify sources before informing others.
I disagree with the statement that this is not useful when reading novels. As a non-native english-speaker, I sometimes get lost in more complex prose (e.g. trying to read Ulysses ... but not only). Also, after making a longer break I may not remember all the past details or names of all characters. What I am looking for is passing all the book (up to the place where I am currently reading) as a query context and being able to ask specific questions. For example "What does character A mean by ..." "What do we know about character B" "What were the past interactions between character B and C".
Great job
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