PageIndex gives you accurate, trustworthy answers across long, professional documents your work depends on. Bring in your entire document set, ask your hardest question, and click any citation to jump to the exact highlighted source line, so you can verify it in seconds.
Congrats! Avoiding embeddings is an ambitious architectural choice. I'm especially curious whether this makes the results more interpretable, since each search decision could potentially be traced through the document tree.
@william_wang24 Exactly — that’s one of the things we care about most. Because retrieval happens over the document structure rather than an embedding space, we can make the reasoning path much easier to inspect, and then ground the final answer back to the exact source lines. Thanks William!
@sylvialane Love hearing that, Zorya! We want you to be able to keep digging, follow the thread, and still trace every answer back to the source.
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Congrats on the launch! Being able to actually verify an answer instead of just trusting it is the real unlock here, most doc AI tools skip that part entirely. Upvoted 🚀
@boyuan_deng1 Really appreciate this, Boyuan! Verifiability is such an important part of working with long, professional documents. Thanks for the support.
Acti
Congrats! Avoiding embeddings is an ambitious architectural choice. I'm especially curious whether this makes the results more interpretable, since each search decision could potentially be traced through the document tree.
PageIndex
@william_wang24 Exactly — that’s one of the things we care about most. Because retrieval happens over the document structure rather than an embedding space, we can make the reasoning path much easier to inspect, and then ground the final answer back to the exact source lines. Thanks William!
PodcastorAI
Asked three follow-up questions in a row and it kept the context each time without me re-explaining anything.
PageIndex
@sylvialane Love hearing that, Zorya! We want you to be able to keep digging, follow the thread, and still trace every answer back to the source.
Congrats on the launch!
Being able to actually verify an answer instead of just trusting it is the real unlock here, most doc AI tools skip that part entirely.
Upvoted 🚀
PageIndex
@boyuan_deng1 Really appreciate this, Boyuan! Verifiability is such an important part of working with long, professional documents. Thanks for the support.
Murfy AI
Being able to jump straight to the exact source line is a game changer. Great work!