diff --git a/AI.md b/AI.md
index e089a7bac..dd707e141 100644
--- a/AI.md
+++ b/AI.md
@@ -47,7 +47,7 @@
 * ⭐ **[llama.cpp](https://github.com/ggerganov/llama.cpp)** - Self-Host Transformer Based LLMs / [Guide](https://rentry.org/llama-mini-guide)
 * ⭐ **[kobold.cpp](https://github.com/LostRuins/koboldcpp)** - llama.cpp with 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 / [Colab](https://colab.research.google.com/github/pcrii/Philo-Colab-Collection/blob/main/4bit_TextGen_Gdrive.ipynb)
-* [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine) - Serve at scale LLMs for KoboldAI & Ooba / [Colab](https://colab.research.google.com/github/AlpinDale/misc-scripts/blob/main/Aphrodite.ipynb)
+* [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine) - Serve LLMs at scale with Kobold, Ooba & OpenAI APIs / [Colab](https://colab.research.google.com/github/AlpinDale/misc-scripts/blob/main/Aphrodite.ipynb)
 * [SecondBrain](https://secondbrain.sh/) or [OnPrem](https://amaiya.github.io/onprem/) - LLM Desktop Apps
 * [Transfer Models Timeline](https://ai.v-gar.de/ml/transformer/timeline/) - LLM Timeline
 * [ChatRWKV](https://huggingface.co/spaces/BlinkDL/ChatRWKV-gradio) - RWKV Based Chatbot / [Discord](https://discord.com/invite/bDSBUMeFpc)
@@ -59,7 +59,7 @@
 * [HuggingChat](https://huggingface.co/chat/) - HuggingFace's Chatbot / [Github](https://github.com/huggingface/chat-ui)
 * [Petals](https://petals.dev/) - Self-Host / [GitHub](https://github.com/bigscience-workshop/petals)
 * [FreedomGPT](https://freedomgpt.com/) - Alpaca Based Chatbot / [Github](https://github.com/ohmplatform/FreedomGPT/) / [Discord](https://discord.com/invite/h77wvJS4ga)
-* [Ollama](https://ollama.ai/) / [Discord](https://discord.gg/ollama) - Run LLMs on Linux
+* [Ollama](https://ollama.ai/) / [Discord](https://discord.gg/ollama) - Run LLMs
 * [LlamaChat](https://www.llamachat.app/) - Mac Llama AI
 * [DiffusionBee](https://diffusionbee.com/) - Mac Local AI Frontend / [Github](https://github.com/divamgupta/diffusionbee-stable-diffusion-ui) / [Discord](https://discord.com/invite/t6rC5RaJQn)
 * [Kajiwoto](https://kajiwoto.ai/), [Miku](https://docs.miku.gg/) / [Discord](https://discord.gg/3XPdpUdGgV) or [Agnai](https://agnai.chat/) - AI Builders