⬢github first seen 1 d ago, last just now, peak #11

VectifyAI releases PageIndex for reasoning-based RAG

Original: VectifyAI/PageIndex

VectifyAI has released PageIndex, an open-source tool written in Python that provides document indexing for vectorless, reasoning-based retrieval-augmented generation. Instead of relying on vector embeddings, the approach lets language models reason over structured document indexes to find relevant information. The project is drawing attention among developers working on RAG systems who are weighing alternatives to embedding-based retrieval.

Why now: Developers are interested in alternatives to vector-based retrieval as LLM-based reasoning makes structured indexing a viable RAG approach.

VectifyAIPageIndexPython

Open on github →

Rank over time, top of the chart is #1. 124 snapshots from 1 d ago to just now.

Evidence

• VectifyAI/PageIndex · VectifyAI · 16

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

API: https://socialmediatrends-api.osmike.com/v1/trends/349173