update ai stack with turbo

active/software_ai_stack/ai_stack.md

@@ -31,7 +31,10 @@
         - [Nomic Embedding](#nomic-embedding)
   - [llama.cpp](#llamacpp)
   - [stable-diffusion.cpp](#stable-diffusioncpp)
+  - [STT whisper.cpp](#stt-whispercpp)
+  - [TTS coqui-tts](#tts-coqui-tts)
   - [open-webui](#open-webui)
+    - [Upgrade Open Webui](#upgrade-open-webui)
   - [lite-llm](#lite-llm)
   - [Install Services with Quadlets](#install-services-with-quadlets)
     - [API Keys](#api-keys)
@@ -526,6 +529,28 @@ localhost/stable-diffusion-cpp:latest \
 -p "A normal business meeting. People discuss business for 2 seconds. Suddenly, a horde of furries carrying assault rifles bursts into the room and causes a panic. Hatsune Miku leads the charge screaming in rage."
 ```
 
+## STT whisper.cpp
+
+Whisper stt service.
+
+```bash
+podman run -it --rm -p "8081:8080" \
+-v /home/ai/models/stt:/models:z \
+--device /dev/kfd \
+--device /dev/dri \
+ghcr.io/ggml-org/whisper.cpp:main-vulkan \
+"whisper-server \
+--host 0.0.0.0 \
+-m /models/ggml-large-v3-turbo/ggml-large-v3-turbo-q5_0.bin \
+--convert"
+```
+
+## TTS coqui-tts
+
+```bash
+podman run --rm -it -p 5002:5002 --entrypoint /bin/bash ghcr.io/coqui-ai/tts-cpu
+```
+
 ## open-webui
 
 ```bash
@@ -552,6 +577,13 @@ Use the following connections:
 | stable-diffusion.cpp      | <http://host.containers.internal:1234/v1> |
 | stable-diffusion.cpp edit | <http://host.containers.internal:1235/v1> |
 
+### Upgrade Open Webui
+
+```bash
+podman image pull ghcr.io/open-webui/open-webui:main
+systemctl --user restart open-webui.service
+```
+
 ## lite-llm
 
 <https://docs.litellm.ai/docs/proxy/configs>