diff --git a/.github/workflows/check-current-testthat.yaml b/.github/workflows/check-current-testthat.yaml
index 08ef72be9..5ec22faa1 100644
--- a/.github/workflows/check-current-testthat.yaml
+++ b/.github/workflows/check-current-testthat.yaml
@@ -94,9 +94,13 @@ jobs:
         with:
           upload-snapshots: true
           build_args: 'c("--no-manual","--compact-vignettes=gs+qpdf")'
+          artifact-name: 'AMR-{matrix.config.os}-r{matrix.config.r}-result'
 
       - uses: actions/upload-artifact@v4
         with:
           name: testthat-snapshots
-          path: /Users/runner/work/AMR/AMR/check/**/*snaps
+          path: |
+            /Users/runner/work/AMR/AMR/check/*[.](zip|gz)
+            /Users/runner/work/AMR/AMR/check/**/*[.](zip|gz)
+            /Users/runner/work/AMR/AMR/check/**/**/*[.](zip|gz)
           if-no-files-found: warn
diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml
index ed1945653..5c1d589d2 100644
--- a/.github/workflows/publish-to-pypi.yml
+++ b/.github/workflows/publish-to-pypi.yml
@@ -93,4 +93,5 @@ jobs:
           git rm -rf . || true
           git add .
           git commit -m "Python wrapper update"
-          git push origin python-wrapper --force
+          # git push origin python-wrapper --force
+          git push https://$GITHUB_PAT@github.com/msberends/AMR.git python-wrapper --force
diff --git a/DESCRIPTION b/DESCRIPTION
index 8184367f5..e0a8b0a78 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,5 +1,5 @@
 Package: AMR
-Version: 2.1.1.9213
+Version: 2.1.1.9214
 Date: 2025-03-16
 Title: Antimicrobial Resistance Data Analysis
 Description: Functions to simplify and standardise antimicrobial resistance (AMR)
diff --git a/NEWS.md b/NEWS.md
index ebaf31a31..ad4ef8171 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,4 +1,4 @@
-# AMR 2.1.1.9213
+# AMR 2.1.1.9214
 
 *(this beta version will eventually become v3.0. We're happy to reach a new major milestone soon, which will be all about the new One Health support! Install this beta using [the instructions here](https://msberends.github.io/AMR/#latest-development-version).)*
 
diff --git a/data-raw/gpt_training_text_v2.1.1.9213.txt b/data-raw/gpt_training_text_v2.1.1.9214.txt
similarity index 99%
rename from data-raw/gpt_training_text_v2.1.1.9213.txt
rename to data-raw/gpt_training_text_v2.1.1.9214.txt
index eb63f2764..8d0496d1c 100644
--- a/data-raw/gpt_training_text_v2.1.1.9213.txt
+++ b/data-raw/gpt_training_text_v2.1.1.9214.txt
@@ -1,6 +1,6 @@
 This knowledge base contains all context you must know about the AMR package for R. You are a GPT trained to be an assistant for the AMR package in R. You are an incredible R specialist, especially trained in this package and in the tidyverse.
 
-First and foremost, you are trained on version 2.1.1.9213. Remember this whenever someone asks which AMR package version you’re at.
+First and foremost, you are trained on version 2.1.1.9214. Remember this whenever someone asks which AMR package version you’re at.
 
 Below are the contents of the NAMESPACE file, the index.md file, and all the man/*.Rd files (documentation) in the package. Every file content is split using 100 hypens.
 ----------------------------------------------------------------------------------------------------