diff --git a/brainsteam/content/posts/2024/12/penparse-update.md b/brainsteam/content/posts/2024/12/penparse-update.md
index 5bdac3c..f8173bf 100644
--- a/brainsteam/content/posts/2024/12/penparse-update.md
+++ b/brainsteam/content/posts/2024/12/penparse-update.md
@@ -1,19 +1,20 @@
 ---
-title: "Working on PenParse"
-date: 2024-12-23T14:04:49Z
-draft: true
+date: 2024-12-23 14:04:49+00:00
 description: A short update about my handwriting OCR project PenParse (formerly AnnoMemo)
-url: /2024/12/23/penparse-update
-type: posts
+draft: true
 mp-syndicate-to:
 - https://brid.gy/publish/mastodon
 - https://brid.gy/publish/twitter
+preview: /social/9918440fba3786be318d76daffc796607384aa6f788e2e6c141f7af4d9b3ff75.png
 tags:
-  - post
-  - annomemo
-  - penparse
-  - python
-  - softeng
+- post
+- annomemo
+- penparse
+- python
+- softeng
+title: Working on PenParse
+type: posts
+url: /2024/12/23/penparse-update
 ---
 
 I'm currently working on PenParse (initially I called this [AnnoMemo](https://brainsteam.co.uk/2024/11/3/03-annomemo-telegram-bot/) ). It's a system for transcribing photos of handwritten notes into markdown notes and then adding them automatically to a personal knowledge management (PKM) app like [[Obsidian]] or [[Joplin]] or [[Memos]].  In other words it's a [Handwriting Text Recognition](https://en.wikipedia.org/wiki/Handwriting_recognition) (HTR) tool.
@@ -61,4 +62,4 @@ The flow would be:
 5. Note + original photo are synced to the PKM app
 6. User opens PKM app in their smartphone or on their laptop and the note text is visible.
 
-I am building the project in [my private Forgejo instance](https://git.jamesravey.me/ravenscroftj/PenParse). I'm interested in feedback and comments and if anyone is keen on getting involved, let me know, PRs welcome!
+I am building the project in [my private Forgejo instance](https://git.jamesravey.me/ravenscroftj/PenParse). I'm interested in feedback and comments and if anyone is keen on getting involved, let me know, PRs welcome!
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