update litellm docs

active/container_litellm/litellm.md

@@ -9,9 +9,8 @@
     - [Convert litellm compose spec to quadlets](#convert-litellm-compose-spec-to-quadlets)
     - [Create the litellm.env file](#create-the-litellmenv-file)
     - [Start and enable your systemd quadlet](#start-and-enable-your-systemd-quadlet)
+    - [Install via Ansible](#install-via-ansible)
     - [Expose litellm](#expose-litellm)
-  - [Using LiteLLM](#using-litellm)
-    - [Adding Models](#adding-models)
     - [Testing Models](#testing-models)
   - [Backup litellm](#backup-litellm)
   - [Upgrade litellm](#upgrade-litellm)
@@ -110,63 +109,28 @@ journalctl --user -u litellm -f
 systemctl --user enable --now podman-auto-update.timer
 ```
 
+### Install via Ansible
+
+Preview changes with a dry run:
+
+```bash
+ansible-playbook -i ansible/inventory.yaml active/container_litellm/playbook.yml --check --diff
+```
+
+Run the playbook from the Homelab root:
+
+```bash
+ansible-playbook -i ansible/inventory.yaml active/container_litellm/playbook.yml
+```
+
+This copies the quadlets, config, reloads the systemd user daemon, and starts both `litellm-db` and `litellm` services as the `ai` user.
+
 ### Expose litellm
 
 1. If you need a domain, follow the [DDNS instructions](/active/container_ddns/ddns.md#install-a-new-ddns-service)
 2. For a web service, follow the [Caddy instructions](/active/container_caddy/caddy.md#adding-a-new-caddy-record)
 3. Finally, follow your OS's guide for opening ports via its firewall service.
 
-## Using LiteLLM
-
-### Adding Models
-
-```json
-// qwen3.5-35b-a3b-thinking
-{
-    "temperature": 1,
-    "top_p": 0.95,
-    "presence_penalty": 1.5,
-    "extra_body": {
-        "top_k": 20,
-        "min_p": 0,
-        "repetition_penalty": 1,
-        "chat_template_kwargs": {
-            "enable_thinking": true
-        }
-    }
-}
-
-// qwen3.5-35b-a3b-coding
-{
-    "temperature": 0.6,
-    "top_p": 0.95,
-    "presence_penalty": 0,
-    "extra_body": {
-        "top_k": 20,
-        "min_p": 0,
-        "repetition_penalty": 1,
-        "chat_template_kwargs": {
-            "enable_thinking": true
-        }
-    }
-}
-
-// qwen3.5-35b-a3b-instruct
-{
-    "temperature": 0.7,
-    "top_p": 0.8,
-    "presence_penalty": 1.5,
-    "extra_body": {
-        "top_k": 20,
-        "min_p": 0,
-        "repetition_penalty": 1,
-        "chat_template_kwargs": {
-            "enable_thinking": false
-        }
-    }
-}
-```
-
 ### Testing Models
 
 ```bash
@@ -191,7 +155,7 @@ curl -L -X POST 'https://aipi.reeseapps.com/v1/chat/completions' \
 
 ## Backup litellm
 
-Follow the [Borg Backup instructions](/active/systemd_borg/borg.md#set-up-a-client-for-backup)
+Follow the [Borg Backup instructions](/active/software_borg/borg.md#set-up-a-client-for-backup)
 
 ## Upgrade litellm