diff --git a/README.md b/README.md index b29a0427..77f8eb78 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@
-Vectorless +Vectorless -

Reasoning-native document inteligence engine

+

Document inteligence engine for AI

[![PyPI](https://img.shields.io/pypi/v/vectorless.svg)](https://pypi.org/project/vectorless/) @@ -16,8 +16,7 @@
-**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. +**Vectorless** is an ultra-performant reasoning-native document intelligence engine for AI, with the core written in Rust. It transforms documents into rich semantic trees and uses LLMs to intelligently traverse the hierarchy — retrieving the most relevant content through structural reasoning and deep contextual understanding. ⭐ Drop a star to help us grow! diff --git a/docs/design/logo-horizontal.svg b/docs/design/logo-horizontal.svg index 9e6dddd0..5e31759e 100644 --- a/docs/design/logo-horizontal.svg +++ b/docs/design/logo-horizontal.svg @@ -1,4 +1,4 @@ - + @@ -8,5 +8,13 @@ - vectorless - +vectorless + + +