v3.2.0 v3.0.10

Name: presidio
Author: data-privacy-stack

medium risk

data-privacy-stack/presidioSep 15, 2026 → Sep 16, 20261 day between releases

What's New

Adds vector database support and Azure OpenAI Responses while changing MCP security defaults.

Breaking Changes

`CodingTools run_shell` is now opt-in and requires `enable_run_shell=True`.
MCP now defaults to localhost only when `authorization=True` and `PublicSurface(mcp=True)` is set, unless `allowed_hosts` is configured.

New Features

Added Azure OpenAI Responses model support.
Added Elasticsearch vector database with vector, keyword, and hybrid search.
Added DocumentationMarkdown transform for Knowledge.sync_pages.

Improvements

Added MCP hostname and endpoint routing configuration.
MCP Server Card now returns pretty-printed JSON.

Bug Fixes

Fixed text extraction issues in PPTX and CSV readers.
Fixed Remote Agent role handling to return a property instead of a method.
TextReader, MarkdownReader, and FieldLabeledCSVReader now accept text streams.

Upgrade Notes

If you use `CodingTools.run_shell`, ensure `enable_run_shell=True` is set. For MCP, configure `allowed_hosts` if you need remote access, as it defaults to localhost.

The Two Releases

v3.2.0

Sep 15, 2026· 1 month ago

A major update focusing on query planning improvements, SDK updates (Python and Go), and Cloud documentation enhancements.

Full release notes

v3.0.10

Sep 16, 2026· 1 month ago

Adds vector database support (Elasticsearch), Azure OpenAI Responses, and fixes various reader and MCP tool bugs.

Full release notes