Document the published Python memory tools (#9)

Python 1.1.4 is available on PyPI. Replace prepublication wording with the verified `pip install 'atomicmemory==1.1.4'` command and record the release date.

Validation: the Trusted Publishing workflow succeeded, and 76 tools/example tests pass against a fresh registry install (three inapplicable parameter combinations skipped). This includes the separate-process save/recall example through a controlled HTTP fixture; hosted persistence and actual engine correction remain unverified.

Author: cuevaio

CHANGELOG.md

@@ -4,7 +4,7 @@ All notable changes to `atomicmemory` will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## 1.1.4 (unreleased)
+## [1.1.4] - 2026-10-06
 
 - Add framework-neutral `memory_tools` and `async_memory_tools` factories with
   fixed application user scope, strict argument schemas, bounded retrieval

README.md

@@ -22,7 +22,7 @@ This is a Python port of the TypeScript [`atomicmemory-sdk`](https://github.com/
 ## Status
 
 Stable releases are available on [PyPI](https://pypi.org/project/atomicmemory/).
-This source tree prepares version `1.1.4`; consult PyPI for publication status.
+Version `1.1.4` is available on PyPI with the memory tool factories below.
 
 ## Installation
 
@@ -87,9 +87,13 @@ asyncio.run(main())
 
 ## Agent-selected memory tools
 
-The following API is new in source version **1.1.4**, which is not yet published.
-The published 1.1.3 package does not export these factories. For contributor
-verification, use `uv sync --all-extras` in this checkout.
+The following API requires **1.1.4** or later. Install the verified release:
+
+```bash
+pip install 'atomicmemory==1.1.4'
+```
+
+For contributor verification, use `uv sync --all-extras` in this checkout.
 
 ```python
 import os