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