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rejojer merged 1 commit into from
May 11, 2026
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Update README #271

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -143,7 +143,7 @@ You can generate the PageIndex tree structure with this open-source repo; or use

# ⚙️ Package Usage

> **Note:** This package uses standard PDF parsing. For use cases with complex PDFs, our [Cloud Service](https://pageindex.ai/developer) (via MCP and API) offers enhanced OCR, tree building, and retrieval.
> **Note:** This package uses standard PDF parsing. For use cases with complex PDFs, our [cloud service](https://pageindex.ai/developer) (via MCP and API) offers enhanced OCR, tree building, and retrieval.

You can follow these steps to generate a PageIndex tree from a PDF document.

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## Agentic Vectorless RAG: An Example

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

```bash
# Install optional dependency
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