From 2382355af203b8974f3cf596904969acf1468b7a Mon Sep 17 00:00:00 2001 From: zTgx <747674262@qq.com> Date: Thu, 9 Apr 2026 11:02:42 +0800 Subject: [PATCH] docs(README): enhance documentation with header and improved formatting - Add main heading "Reasoning-native document inteligence engine" - Update Vectorless description with bold Rust mention - Add star encouragement message - Change star-history legend position from bottom-right to top-left - Update star-history API endpoints from /image to /chart --- README.md | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 3365eb7d..b29a0427 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,9 @@ Vectorless +

Reasoning-native document inteligence engine

+ + [![PyPI](https://img.shields.io/pypi/v/vectorless.svg)](https://pypi.org/project/vectorless/) [![Python](https://img.shields.io/pypi/pyversions/vectorless.svg)](https://pypi.org/project/vectorless/) [![PyPI Downloads](https://static.pepy.tech/badge/vectorless/month)](https://pepy.tech/projects/vectorless) @@ -13,12 +16,11 @@ -## What is Vectorless? - -**Vectorless** is a library for querying structured documents using natural language — without vector databases or embedding models. Core engine written in Rust, with Python bindings. - +**Vectorless** is a library for querying structured documents using natural language — without vector databases or embedding models. Core engine written in **Rust**, with Python bindings. Instead of chunking documents into vectors, Vectorless preserves the document's tree structure and uses LLM to navigate it — like how a human reads a table of contents. +⭐ Drop a star to help us grow! + ## How It Works How it works @@ -280,11 +282,11 @@ Contributions welcome! If you find this useful, please ⭐ the repo — it helps ## Star History - + - - - Star History Chart + + + Star History Chart