From 4d4d14a38afe95c0d4d325f5b0011bc8c946cd33 Mon Sep 17 00:00:00 2001 From: Ray Date: Fri, 5 Jun 2026 00:47:07 +0800 Subject: [PATCH] update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c21e1b8..943573a 100644 --- a/README.md +++ b/README.md @@ -64,7 +64,7 @@ It simulates how *human experts* navigate and extract knowledge from complex doc Compared to traditional vector-based RAG, **PageIndex** features: - **No Vector DB**: Uses document structure and LLM reasoning for retrieval, instead of vector similarity search. - **No Chunking**: Documents are organized into natural sections, not artificial chunks. -- **Better Explainability and Traceability**: Retrieval is based on reasoning, traceable and interpretable, with page and section references. No more opaque, approximate vector search (“vibe retrieval”). +- **Better Traceability & Explainability**: Retrieval is reasoning-driven and grounded in explicit page and section references, making every result traceable and interpretable — no more “vibe retrieval” with opaque, approximate vector search. - **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.