diff --git a/docs/ai.md b/docs/ai.md
index 756d14c5e..ced24424a 100644
--- a/docs/ai.md
+++ b/docs/ai.md
@@ -66,7 +66,7 @@
 
 ## ▷ Self-Hosting Tools
 
-* ⭐ **[Jan](https://jan.ai/)** - Self-Hosted / [Discord](https://discord.com/invite/FTk2MvZwJH) / [GitHub](https://github.com/janhq/jan)
+* ⭐ **[Jan](https://jan.ai/)** - Self-Hosted / [Discord](https://discord.com/invite/FTk2MvZwJH) / [GitHub](https://github.com/menloresearch/jan)
 * ⭐ **[SillyTavern](https://docs.sillytavern.app/)** - Self-Hosted Interface / [Discord](https://discord.gg/sillytavern) / [Subreddit](https://www.reddit.com/r/SillyTavernAI/) / [GitHub](https://github.com/SillyTavern/SillyTavern)
 * ⭐ **[LM Studio](https://lmstudio.ai/)** - Self-Hosted / [Discord](https://discord.gg/aPQfnNkxGC) / [GitHub](https://github.com/lmstudio-ai)
 * ⭐ **[Open WebUI](https://openwebui.com/)** - Self-Hosted Interface / [Discord](https://discord.gg/5rJgQTnV4s) / [GitHub](https://github.com/open-webui/open-webui)
@@ -333,7 +333,7 @@
 
 * 🌐 **[Paper2GUI](https://github.com/Baiyuetribe/paper2gui/blob/main/README_en.md)**, [sdg-link](https://rentry.co/sdg-link), [LocalModelsLinks](https://rentry.org/LocalModelsLinks), [SDTools](https://sdtools.org) or [AI Creation Tools](https://docs.google.com/spreadsheets/d/1zYJUM-srhgIA7wrj4Pe4QqepAsHIEC00DydoTPv4PWg/edit#gid=0) - AI Image Resources
 * 🌐 **[Civitai](https://civitai.com/)** - SD Model Index / [Subreddit](https://www.reddit.com/r/civitai/) / [Discord](https://discord.gg/UwX5wKwm6c) / [GitHub](https://github.com/civitai/civitai)
-* 🌐 **[promptoMANIA](https://promptomania.com/)** or [⁠Prompy](https://www.prompy.me/) - Prompt Indexes
+ [⁠Prompy](https://www.prompy.me/) or [promptoMANIA](https://promptomania.com/) - Prompt Indexes
 * ⭐ **[A Traveler's Guide to the Latent Space](https://sweet-hall-e72.notion.site/A-Traveler-s-Guide-to-the-Latent-Space-85efba7e5e6a40e5bd3cae980f30235f)** - AI Art Guide
 * [⁠ImagePromptGuru](https://imagepromptguru.net/) or [CLIP Interrogator](https://huggingface.co/spaces/fffiloni/CLIP-Interrogator-2) / [Colab](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator.ipynb), [2](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/open-clip/clip_interrogator.ipynb) - Determine Likely Used Image Prompts 
 * [SD Dynamic Prompts](https://github.com/adieyal/sd-dynamic-prompts) - Extension for Automatic1111