diff --git a/AI.md b/AI.md
index 3b6181784..3d670cd2c 100644
--- a/AI.md
+++ b/AI.md
@@ -16,10 +16,11 @@
 * 🌐 **[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)** - LLM Leaderboard
 * ⭐ **[seait](https://github.com/diStyApps/seait)** - AI Installation Manager
 * ⭐ **[SillyTavern](https://github.com/SillyTavern/SillyTavern)** - Front-end for LLMs
-* ⭐ **[llama.cpp](https://github.com/ggerganov/llama.cpp)** - Self-Host LLaMa Based Chatbots
-* ⭐ **[kobold.cpp](https://github.com/LostRuins/koboldcpp)** - llama.cpp but with an API + GUI / [rocM](https://github.com/YellowRoseCx/koboldcpp-rocm)
-* ⭐ **[Text Generation WebUI](https://github.com/oobabooga/text-generation-webui)** - Self-Host Chatbots / [Colab](https://colab.research.google.com/github/pcrii/Philo-Colab-Collection/blob/main/4bit_TextGen_Gdrive.ipynb)
-* ⭐ **[PygmalionAI](https://discord.com/invite/pygmalionai)** - Self-Hosted Roleplaying Chatbot / [Resources](https://rentry.co/PygmalionLinks)
+* ⭐ **[llama.cpp](https://github.com/ggerganov/llama.cpp)** - Self-Host LLaMa Based LLMs.
+* ⭐ **[kobold.cpp](https://github.com/LostRuins/koboldcpp)** - llama.cpp but with an API + GUI / [rocM](https://github.com/YellowRoseCx/koboldcpp-rocm) / [Colab](https://colab.research.google.com/github/LostRuins/koboldcpp/blob/concedo/colab.ipynb)
+* ⭐ **[Oobabooga Text Generation WebUI](https://github.com/oobabooga/text-generation-webui)** - Self-Host Models, supports ExLlama, AutoGPTQ, overall AiO backend + frontenjd. / [Colab](https://colab.research.google.com/github/pcrii/Philo-Colab-Collection/blob/main/4bit_TextGen_Gdrive.ipynb)
+* ⭐ **[PygmalionAI](https://discord.com/invite/pygmalionai)** - Self-Hosted Roleplaying Models with Resources / [Resources](https://rentry.co/PygmalionLinks)
+* [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine) - Serve LLMs at scale, can serve KoboldAI and Ooba compatible APIs.
 * [KoboldAI](https://github.com/henk717/KoboldAI) - GUI for Roleplaying Chatbots / [Web App](https://lite.koboldai.net/)
 * [SecondBrain](https://secondbrain.sh/), [LMStudio](https://lmstudio.ai/), [OnPrem](https://amaiya.github.io/onprem/) or [Faraday](https://faraday.dev/) - LLM Desktop Apps (Back-end + Front-end)
 * [Transfer Models Timeline](https://ai.v-gar.de/ml/transformer/timeline/) - LLM Timeline
@@ -31,9 +32,7 @@
 * [OpenChatKit](https://huggingface.co/spaces/togethercomputer/OpenChatKit) - Together's Chatbot / [Github](https://github.com/togethercomputer/OpenChatKit) / [Discord](https://discord.com/invite/9Rk6sSeWEG)
 * [HuggingChat](https://huggingface.co/chat/) - HuggingFace's Chatbot / [Github](https://github.com/huggingface/chat-ui)
 * [chat-llm-streaming](https://huggingface.co/spaces/olivierdehaene/chat-llm-streaming) - Multiple Chatbots
-* [Dalai](https://cocktailpeanut.github.io/dalai/) - Self-host / [Github](https://github.com/cocktailpeanut/dalai) / [Discord](https://discord.com/invite/WWfgrzzkCT) / [GPT-Style UI](https://github.com/ItsPi3141/dalai)
 * [Petals](https://petals.dev/) - Self-Host / [GitHub](https://github.com/bigscience-workshop/petals)
-* [Alpaca](https://github.com/tatsu-lab/stanford_alpaca) - Stanford's Chatbot / [LoRA Implementation](https://github.com/tloen/alpaca-lora) / [GUI](https://github.com/ItsPi3141/alpaca-electron) / [WebUI](https://serge.chat/)
 * [FreedomGPT](https://freedomgpt.com/) - Alpaca Based Chatbot / [Github](https://github.com/ohmplatform/FreedomGPT/) / [Discord](https://discord.com/invite/h77wvJS4ga)
 * [Kajiwoto](https://kajiwoto.ai/), [Miku](https://docs.miku.gg/) / [Discord](https://discord.gg/3XPdpUdGgV) or [Agnai](https://agnai.chat/) - AI Builders
 * [AgentRunner](https://www.agentrunner.ai/) - Create Autonomous AI Agents
@@ -72,6 +71,7 @@
 ## ▷ Roleplaying Bots
 
 * 🌐 **[Img-Resources](https://rentry.org/lmg-resources)** - LLM Character Resources / [Templates](https://rentry.org/lmg_template)
+* ⭐ **[Bot Creation Guide](https://wikia.schneedc.com/bot-creation/intro)** - Character Creation Guide
 * ⭐ **[Character AI](https://beta.character.ai/)** - Roleplaying Chatbots / [Extract Params](https://rentry.org/reverseCAI)
 * ⭐ **[Chub](https://www.chub.ai/)** or [Character Creator](https://oobabooga.github.io/character-creator) - Character Prompts
 * [GPT Call](https://gptcall.net/) - Roleplaying Chatbots / [Discord](https://discord.gg/88fQT5Bgfe)
@@ -338,7 +338,6 @@
 * [Aiva](https://aiva.ai/)
 * [Boomy](https://boomy.com/)
 * [Riffusion](https://www.riffusion.com/)
-* [Replay](https://www.tryreplay.io/) - Remix Songs with AI
 * [Drum Loop AI](https://www.drumloopai.com/) - Drum Loop Generator
 * [WOMBO](https://www.wombo.ai/) - AI Powered Lip Sync
 
@@ -392,8 +391,9 @@
 ## ▷ Voice Change / Clone
 
 * ⭐ **[RVC](https://github.com/IAHispano/Applio-RVC-Fork)** - Voice Cloning / [AI Hub's Documentation](https://docs.aihub.wtf/)
-* ⭐ **[voice-changer](https://github.com/w-okada/voice-changer)** - Realtime Voice Changer
 * ⭐ **[weights.gg](https://www.weights.gg/) / [Discord](https://discord.gg/A5rgNwDRd4) or [AI Hub](https://discord.gg/aihub)** - AI Voice Models and Guides
+* ⭐ **[Replay](https://www.tryreplay.io/)** - RVC Desktop App
+* ⭐ **[voice-changer](https://github.com/w-okada/voice-changer)** - Realtime Voice Changer
 * [NeuralSVB](https://github.com/MoonInTheRiver/NeuralSVB) - Singing Voice Enhancer
 * [tortoise](https://github.com/152334H/tortoise-tts-fast) - TTS Voice Cloning / [Colab](https://colab.research.google.com/drive/1N8lXviiwfmrS9vYzuFdQnLHlddXMMMvU#scrollTo=vF1d-My9IXXt)
 * [AI Voice Cloning](https://git.ecker.tech/mrq/ai-voice-cloning/wiki) - Voice Cloning Guide