---
title: 0.19.3
description: "ParadeDB release notes for 0.19.3"
noindex: true
---

See GitHub release: [v0.19.3](https://github.com/paradedb/paradedb/releases/tag/v0.19.3)

## New Features ✨

- Introduces `pdb.snippets`, which supports rendering the Top K snippets for a document, regardless of position

## Stability Improvements 💪

- Added missing support functions to the upgrade script, which is necessary for the v2 match, term, and phrase operators to work