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VectifyAI /

PageIndex

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

#62 in Databases Python 39,955 stars

Updated 55 min ago

Why now

Version v0.5.0 came out on October 29.

+201 stars gained this week

Stars gained each day, last 30 days

Usual pace · 121 / day
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In short

PageIndex is a Python engine for retrieval-augmented generation that skips vector databases and chunking, building a hierarchical tree index of each document that an LLM searches by reasoning.

Summary written by AI from the repository’s description and README.

What this repo contains

Checked Nov 1, 2026
Skills
0 SKILL.md files
Its README
Asks you to install software (npm -g, pip, brew…)Asks for an API key or a token

No scripts, executables, hook files or MCP settings.

Read from the repository's files and README: facts to check on GitHub, not a review.

VectifyAI / PageIndex
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