Merge branch 'main' of https://github.com/atasoglu/sqlite-vec-client

Author: atasoglu

README.md

@@ -1,12 +1,12 @@
 # sqlite-vec-client
 
-[![PyPI version](https://badge.fury.io/py/sqlite-vec-client.svg)](https://badge.fury.io/py/sqlite-vec-client)
+[![PyPI version](https://img.shields.io/pypi/v/sqlite-vec-client)](https://pypi.org/project/sqlite-vec-client/)
 [![Python 3.9+](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff)
 [![CI](https://github.com/atasoglu/sqlite-vec-client/actions/workflows/test.yml/badge.svg)](https://github.com/atasoglu/sqlite-vec-client/actions/workflows/test.yml)
 
-A lightweight Pythonic helper around [sqlite-vec](https://github.com/asg017/sqlite-vec) that lets you store texts, JSON metadata, and float32 embeddings in SQLite and run fast similarity search.
+A lightweight Python client around [sqlite-vec](https://github.com/asg017/sqlite-vec) that lets you store texts, JSON metadata, and float32 embeddings in SQLite and run fast similarity search.
 
 ## Features
 - **Simple API**: One class, `SQLiteVecClient`, for CRUD and search.