diff --git a/README.md b/README.md index 086fe9d..431942c 100644 --- a/README.md +++ b/README.md @@ -7,13 +7,13 @@ Traditional vector-based retrieval relies heavily on semantic similarity. Howeve **[PageIndex](https://vectify.ai/pageindex)** is an indexing system that builds search trees from long documents, making them ready for reasoning-based RAG. -## ☁️ Cloud API (Beta) +### ☁️ Cloud API (Beta) Please try our [hosted API for PageIndex](https://pageindex.vectify.ai/). The hosted version uses our custom OCR model to recognize PDFs more accurately, providing a better tree structure for complex documents. Leave your email in [this form](https://ii2abc2jejf.typeform.com/to/meB40zV0) to receive 1,000 pages for free. -## **⭐ What is PageIndex** +# **⭐ What is PageIndex** PageIndex can transform lengthy PDF documents into a semantic **tree structure**, similar to a "table of contents" but optimized for use with Large Language Models (LLMs). It’s ideal for: financial reports, regulatory filings, academic textbooks, legal or technical manuals or any document that exceeds LLM context limits.