From c13eed7d6c3546262d36a6074a83aa082105864c Mon Sep 17 00:00:00 2001 From: Ray Date: Tue, 2 Jun 2026 00:49:42 +0800 Subject: [PATCH] Tighten FinanceBench sentence in README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 76fe939..47c85ad 100644 --- a/README.md +++ b/README.md @@ -68,7 +68,7 @@ Compared to traditional vector-based RAG, **PageIndex** features: - **Context-Aware Retrieval**: Retrieval depends on your full context (e.g., conversation history and domain knowledge), and easily incorporates new context. - **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents. -PageIndex powers a reasoning-based RAG system that achieved **state-of-the-art** [98.7% accuracy](https://github.com/VectifyAI/Mafin2.5-FinanceBench) on FinanceBench, demonstrating superior performance over vector-based RAG solutions in professional document analysis. See our [blog post](https://vectify.ai/blog/Mafin2.5) for details. +PageIndex powers a reasoning-based RAG system that achieved **state-of-the-art** [98.7% accuracy](https://github.com/VectifyAI/Mafin2.5-FinanceBench) on FinanceBench, vastly outperforming vector-based RAG on professional documents (see our [blog post](https://vectify.ai/blog/Mafin2.5)). ### 📍 Explore PageIndex