Skip to content

Add PageIndex Flash section to README #362

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
rejojer merged 1 commit into from
Jul 27, 2026
Merged

Add PageIndex Flash section to README #362

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -198,6 +198,10 @@ python3 run_pageindex.py --md_path /path/to/your/document.md
> Note: in this mode, we use "#" to determine node headings and their levels. For example, "##" is level 2, "###" is level 3, etc. Make sure your markdown file is formatted correctly. If your Markdown file was converted from a PDF or HTML, we don't recommend using this mode, since most existing conversion tools cannot preserve the original hierarchy. Instead, use our [PageIndex OCR](https://pageindex.ai/blog/ocr), which is designed to preserve it, to convert the PDF to a markdown file and then use this mode.
</details>

## ⚡ PageIndex Flash *(preview)*

For ultra fast, **LLM-free** PageIndex tree structure generation from PDFs, see [`pageindex/flash`](https://github.com/VectifyAI/PageIndex/tree/feat/pageindex-flash/pageindex/flash).

## 🚀 Agentic Vectorless RAG: An Example

For a simple, end-to-end **agentic vectorless RAG** example using **self-hosted PageIndex** (with OpenAI Agents SDK), see [`examples/agentic_vectorless_rag_demo.py`](examples/agentic_vectorless_rag_demo.py).
Expand Down
Loading