StarTrail-org/PixelRAG vs VectifyAI/PageIndex

Compare StarTrail-org/PixelRAG and VectifyAI/PageIndex using the current verified snapshot: positioning, license, deployment, use cases, limitations, and original sources.

StarTrail-org/PixelRAG

PixelRAG is a Python library and hosted API that retrieves documents by their visual layout rather than parsed text alone. It renders web pages, images, and PDFs into screenshot tiles and searches them via a FAISS vector index.

License: Apache-2.0
Deployment: Refer to project documentation
Use cases: Knowledge Q&A · Search & Research
Updated: 2026-07-15T15:18:35Z

Original project link

VectifyAI/PageIndex

PageIndex is a vectorless RAG system that builds a hierarchical tree index from lengthy PDF or Markdown documents and uses LLM reasoning for retrieval. It requires an external LLM API to operate and the open-source package handles simple PDFs using standard parsing.

License: MIT
Deployment: Refer to project documentation
Use cases: Knowledge Q&A
Updated: —

Original project link

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