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📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

18 mentions on Hacker News by 9 people: 8 stories, 10 comments · first 2025-04-01 · latest 2026-10-01

Mentions per year 18 mentions · busiest year 2025 (13)
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  1. ▲ 8
    Show HN: Vectorless, Reasoning-Based RAG
    story by nvmdbljstm · 2026-10-01 · 0 comments
  2. I have a great appreciation for PageIndex paper about vectorless RAG. https://github.com/VectifyAI/PageIndex
    comment by Oras · 2026-05-17 · in Human-Like Document AI
  3. ▲ 1
    PageIndex: Vectorless, Reasoning-Based RAG
    story by garyclarke27 · 2026-05-05 · 0 comments
  4. …an LLM traverses the tree to figure out which chunks are relevant for the context in the prompt. 1: https://github.com/VectifyAI/PageIndex
    comment by czhu12 · 2026-04-03 · in We replaced RAG with a virtual filesystem for our AI documentation assistant
  5. ▲ 1
    PageIndex: Vectorless, Reasoning-Based RAG
    story by anujbans · 2026-03-05 · 0 comments
  6. ▲ 2
    An API for Chating with Nvidia 10-Q Report
    story by LoMoGan · 2025-11-20 · 0 comments
  7. ▲ 6
    Show HN: Vision-Based, Vectorless RAG for Long Douments
    story by page_index · 2025-10-31 · 0 comments
  8. …of the classic OCR pipeline and provide a pure vision-based RAG system for document analysis ( https://github.com/VectifyAI/PageIndex/blob/main/cookbook/vi... ) Any feedback is welcome!
    comment by mingtianzhang · 2025-10-29 · in Do we still need OCR? An implementation of a pure vision-based agent
  9. ▲ 192
    Show HN: PageIndex – Vectorless RAG
    story by page_index · 2025-08-27 · 128 comments
  10. github repo: github.com/VectifyAI/PageIndex
    comment by page_index · 2025-08-26 · in Human-like RAG – with no vectors
  11. ▲ 11
    Show HN: Human-like RAG — no vectors
    story by page_index · 2025-08-25 · 0 comments
  12. …to generate "Table of Contents" to do retreival without Vector DBs. Github version can be found: https://github.com/VectifyAI/PageIndex/blob/main/cookbook/pa... Any feedbacks are welcome!
    comment by mingtianzhang · 2025-08-21 · in Show HN: Vectorless RAG
  13. …generation quality, you can try our API: https://docs.pageindex.ai/ or the open-sourced version: https://github.com/VectifyAI/PageIndex . I didn’t realize other people were working on similar ideas or had similar packages. It would be…
    comment by mingtianzhang · 2025-08-21 · in Show HN: Vectorless RAG
  14. Github repo: https://github.com/VectifyAI/PageIndex Would love feedback and suggestions.
    comment by vectify_AI · 2025-04-17 · in No-Vector RAG with Reasoning and Expert Rules
  15. Github repo: https://github.com/VectifyAI/PageIndex Would love feedback and suggestions!
    comment by vectify_AI · 2025-04-16 · in How to align with user preference in a RAG system?
  16. ▲ 11
    Show HN: RAG, No Vectors
    story by vectify_AI · 2025-04-11 · 1 comment
  17. Github repo: github.com/VectifyAI/PageIndex
    comment by vectify_AI · 2025-04-11 · in RAG Without Vectors – Reasoning-Based RAG using PageIndex
  18. GitHub repo: https://github.com/VectifyAI/PageIndex/ Open to feedback and suggestions.
    comment by vectify_AI · 2025-04-01 · in RAG Without Vectors – PageIndex: Reasoning-Based Document Indexing