diff --git a/README.md b/README.md
index 5fc31f1..ab1f6c1 100644
--- a/README.md
+++ b/README.md
@@ -2,3 +2,60 @@
 
 ## Installation
 See [the nextcloud admin docs](https://docs.nextcloud.com/server/latest/admin_manual/ai/index.html)
+
+
+## Development installation using docker
+
+**! Requires that your host system have CUDA/NVIDIA drivers installed and is equipped with a GPU capable of performing the required tasks.**
+
+0. [Install Nvidia Drivers an CUDA on your host system](https://gist.github.com/denguir/b21aa66ae7fb1089655dd9de8351a202) and [install NVIDIA docker toolkit](https://stackoverflow.com/questions/25185405/using-gpu-from-a-docker-container) 
+
+1. **Build the docker image**
+
+   Example assuming you are in the source directory of the cloned repository
+
+   > docker build --no-cache -f Dockerfile -t llm2:latest .
+
+
+
+2. **Run the docker image**
+
+   > sudo docker run -ti -v /var/run/docker.sock:/var/run/docker.sock -e APP_ID=llm2 -e APP_HOST=0.0.0.0 -e APP_PORT=9080 -e APP_SECRET=12345 -e APP_VERSION=1.0.0 -e NEXTCLOUD_URL='<YOUR_NEXTCLOUD_URL_REACHABLE_FROM_INSIDE_DOCKER>' -e CUDA_VISIBLE_DEVICES=0 -p 9080:9080 --gpus all llm2:latest
+
+
+
+3. **Register the service**
+
+   Example assuming you are in the source directory of the cloned repository and the docker image of llm2 was successfully build and is up and running
+
+    - *Register manually:*
+
+      > sudo -u www-data php /var/www/nextcloud/occ app_api:app:unregister llm2 --silent || true
+      sudo -u www-data php /var/www/nextcloud/occ app_api:app:register llm2 manual_install --json-info "{\"appid\":\"llm2\",\"name\":\"Local large language model\",\"daemon_config_name\":\"manual_install\",\"version\":\"1.0.0\",\"secret\":\"12345\",\"host\":\"localhost\",\"port\":9080,\"scopes\":[\"AI_PROVIDERS\"],\"system_app\":0}" --force-scopes --wait-finish
+
+## Development installation on bare metal
+
+0. [Install Nvidia Drivers an CUDA on your host system](https://gist.github.com/denguir/b21aa66ae7fb1089655dd9de8351a202)
+
+1. Create a virtual python environment
+
+    > python3 -m venv ./venv && . ./venv/bin/activate
+
+2. Install dependencies (recommended to use a Virtual Environment)
+    
+    > python3 -m pip install -r requirements.txt
+
+3. If you want hardware acceleration support, check the Llama.cpp docs for your accelerator: https://llama-cpp-python.readthedocs.io/en/latest/
+
+4. Download some models
+
+    > make download-models
+
+4. Run the app
+
+    > PYTHONUNBUFFERED=1 APP_HOST=0.0.0.0 APP_ID=llm2 APP_PORT=9080 APP_SECRET=12345 APP_VERSION=1.1.0 NEXTCLOUD_URL=http://localhost:8080 python3 lib/main.py
+
+5. Register the app with your manual_install AppAPI deploy daemon (see AppAPI admin settings in Nextcloud)
+
+   > sudo -u www-data php /var/www/nextcloud/occ app_api:app:unregister llm2 --force
+   sudo -u www-data php /var/www/nextcloud/occ app_api:app:register llm2 manual_install --json-info "{\"appid\":\"llm2\",\"name\":\"Local large language model\",\"daemon_config_name\":\"manual_install\",\"version\":\"1.1.0\",\"secret\":\"12345\",\"host\":\"localhost\",\"port\":9080,\"scopes\":[\"AI_PROVIDERS\"],\"system_app\":0}" --force-scopes --wait-finish