Manage Ollama setup for homelab host

README.md

@@ -853,6 +853,15 @@ other nodes can reach `OLLAMA_HOST=http://192.168.100.73:11434`:
 ./jeannie website-ollama-listen
 ```
 
+The Debian host bootstrap also manages Ollama when `debian_pc_install_ollama`
+is true: it installs the service, stores models under `/data/ollama/models`,
+binds the API to the configured LAN listener, and pulls the lightweight
+`ai_gateway.model`. On an existing host, apply just this setup with:
+
+```bash
+./jeannie ollama-setup
+```
+
 `jeannie` also has a backstage local AI helper for doctor commands.
 It is not a separate CLI action; when `ai_gateway.enabled` is true in
 `homelab.yml`, doctor commands try the configured Ollama model and silently

README.md.tmpl

@@ -853,6 +853,15 @@ other nodes can reach `OLLAMA_HOST=http://192.168.100.73:11434`:
 ./{{ main_script }} website-ollama-listen
 ```
 
+The Debian host bootstrap also manages Ollama when `debian_pc_install_ollama`
+is true: it installs the service, stores models under `/data/ollama/models`,
+binds the API to the configured LAN listener, and pulls the lightweight
+`ai_gateway.model`. On an existing host, apply just this setup with:
+
+```bash
+./{{ main_script }} ollama-setup
+```
+
 `{{ main_script }}` also has a backstage local AI helper for doctor commands.
 It is not a separate CLI action; when `ai_gateway.enabled` is true in
 `homelab.yml`, doctor commands try the configured Ollama model and silently

bootstrap/host/README.md

@@ -31,6 +31,8 @@ The playbook:
 - installs user-level pipx CLI tools such as `yt-dlp`, plus runtime helpers
   such as `ffmpeg` and `nodejs`
 - installs `age` and `sops` for encrypted repo-managed secrets
+- installs and configures Ollama for homelab-local AI helpers when
+  `debian_pc_install_ollama` is true
 - installs Zoom from the upstream `.deb` when requested on amd64
 - adds `jv` to expected local groups
 - enables core services such as Docker, containerd, kubelet, ssh, cron, and
@@ -48,3 +50,13 @@ After the playbook finishes, initialize the Debian host's SOPS identity with:
 ./jeannie secrets-init
 ./jeannie secrets-check
 ```
+
+Ollama is configured to listen on the LAN and keep models under
+`/data/ollama/models`. The default lightweight model for `jeannie` diagnostics is
+pulled during bootstrap. To apply only the Ollama setup on an existing Debian
+host, run:
+
+```bash
+./jeannie ollama-setup
+./jeannie ai-check
+```

bootstrap/host/group_vars/debian_pc.yml

@@ -3,10 +3,16 @@ debian_pc_user: jv
 debian_pc_user_home: "/home/{{ debian_pc_user }}"
 debian_pc_kubernetes_minor_version: v1.36
 debian_pc_enable_passwordless_sudo: true
+debian_pc_install_ollama: true
+debian_pc_ollama_install_url: https://ollama.com/install.sh
+debian_pc_ollama_host: 0.0.0.0:11434
+debian_pc_ollama_models_dir: /data/ollama/models
+debian_pc_ollama_default_model: qwen2.5:0.5b
 
 debian_pc_persistent_directories:
   - /data/openebs/local/registry
   - /data/docker
+  - /data/ollama/models
   - "/home/{{ debian_pc_user }}/git-server"
   - "/home/{{ debian_pc_user }}/backups/gitea"
   - "/home/{{ debian_pc_user }}/backups/gitea-restore-drills"

bootstrap/host/playbook.yml

@@ -229,6 +229,54 @@
         mode: "{{ '0755' if item.startswith(debian_pc_user_home) else '0775' }}"
       loop: "{{ debian_pc_persistent_directories }}"
 
+    - name: Check whether Ollama is already installed
+      ansible.builtin.shell:
+        cmd: command -v ollama >/dev/null 2>&1
+      register: debian_pc_ollama_installed
+      changed_when: false
+      failed_when: false
+      when: debian_pc_install_ollama | bool
+
+    - name: Install Ollama from official Linux installer
+      ansible.builtin.shell: |
+        set -euo pipefail
+        tmp_installer="$(mktemp)"
+        trap 'rm -f "${tmp_installer}"' EXIT
+        curl -fsSL "{{ debian_pc_ollama_install_url }}" -o "${tmp_installer}"
+        sh "${tmp_installer}"
+      args:
+        executable: /bin/bash
+      when:
+        - debian_pc_install_ollama | bool
+        - debian_pc_ollama_installed.rc | default(1) != 0
+
+    - name: Ensure Ollama model storage exists on data disk
+      ansible.builtin.file:
+        path: "{{ debian_pc_ollama_models_dir }}"
+        state: directory
+        owner: ollama
+        group: ollama
+        mode: "0775"
+      when: debian_pc_install_ollama | bool
+
+    - name: Ensure Ollama systemd override directory exists
+      ansible.builtin.file:
+        path: /etc/systemd/system/ollama.service.d
+        state: directory
+        mode: "0755"
+      when: debian_pc_install_ollama | bool
+
+    - name: Configure Ollama for homelab LAN access and data storage
+      ansible.builtin.copy:
+        dest: /etc/systemd/system/ollama.service.d/homelab.conf
+        mode: "0644"
+        content: |
+          [Service]
+          Environment="OLLAMA_HOST={{ debian_pc_ollama_host }}"
+          Environment="OLLAMA_MODELS={{ debian_pc_ollama_models_dir }}"
+      register: debian_pc_ollama_override
+      when: debian_pc_install_ollama | bool
+
     - name: Enable expected services when installed
       ansible.builtin.systemd:
         name: "{{ item }}"
@@ -237,6 +285,42 @@
       loop: "{{ debian_pc_enable_services }}"
       failed_when: false
 
+    - name: Enable and start Ollama
+      ansible.builtin.systemd:
+        name: ollama
+        enabled: true
+        state: "{{ 'restarted' if debian_pc_ollama_override.changed | default(false) else 'started' }}"
+        daemon_reload: true
+      when: debian_pc_install_ollama | bool
+
+    - name: Wait for Ollama API
+      ansible.builtin.uri:
+        url: http://127.0.0.1:11434/api/tags
+        method: GET
+        status_code: 200
+      register: debian_pc_ollama_api
+      retries: 12
+      delay: 5
+      until: debian_pc_ollama_api.status == 200
+      when: debian_pc_install_ollama | bool
+
+    - name: Pull default Ollama model for backstage homelab diagnostics
+      ansible.builtin.shell: |
+        set -euo pipefail
+        if ollama list | awk -v model="{{ debian_pc_ollama_default_model }}" 'NR > 1 && ($1 == model || $1 == model ":latest") { found = 1 } END { exit found ? 0 : 1 }'; then
+          echo present
+          exit 0
+        fi
+        ollama pull "{{ debian_pc_ollama_default_model }}"
+        echo pulled
+      args:
+        executable: /bin/bash
+      register: debian_pc_ollama_pull_result
+      changed_when: "'pulled' in debian_pc_ollama_pull_result.stdout"
+      environment:
+        OLLAMA_HOST: http://127.0.0.1:11434
+      when: debian_pc_install_ollama | bool
+
     - name: Check whether config archive is present
       ansible.builtin.stat:
         path: "{{ debian_pc_config_archive }}"

homelab.yml

@@ -86,6 +86,8 @@ services:
   ollama:
     host: debian
     url: http://192.168.100.73:11434
+    bind_address: 0.0.0.0:11434
+    models_dir: /data/ollama/models
   rpi_dns:
     host: rpi4
     pihole_dns_port: 53

jeannie

@@ -58,6 +58,8 @@ mapping = {
     "services.gitea.root_url": "LAB_GITEA_ROOT_URL",
     "services.gitea.ssh_remote": "LAB_GITOPS_REPO_URL",
     "services.local_registry.endpoint": "LAB_REGISTRY_ENDPOINT",
+    "services.ollama.bind_address": "LAB_OLLAMA_BIND_ADDRESS",
+    "services.ollama.models_dir": "LAB_OLLAMA_MODELS_DIR",
     "services.rpi_dns.pihole_web_port": "PIHOLE_WEB_PORT",
     "services.rpi_dns.uptime_kuma_port": "UPTIME_KUMA_PORT",
     "ai_gateway.provider": "LAB_AI_GATEWAY_PROVIDER",
@@ -3389,9 +3391,10 @@ website_translation_model() {
 }
 
 website_ollama_listen() {
-    local bind_address="${WEBSITE_OLLAMA_BIND_ADDRESS:-0.0.0.0:11434}"
+    local bind_address="${WEBSITE_OLLAMA_BIND_ADDRESS:-${LAB_OLLAMA_BIND_ADDRESS:-0.0.0.0:11434}}"
+    local models_dir="${LAB_OLLAMA_MODELS_DIR:-/data/ollama/models}"
     local dropin_dir="/etc/systemd/system/ollama.service.d"
-    local dropin_file="${dropin_dir}/homelab-listen.conf"
+    local dropin_file="${dropin_dir}/homelab.conf"
 
     require_debian_server "website-ollama-listen"
 
@@ -3402,7 +3405,11 @@ website_ollama_listen() {
 
     echo "Configuring ollama.service to listen on ${bind_address}..."
     sudo mkdir -p "${dropin_dir}"
-    printf '[Service]\nEnvironment="OLLAMA_HOST=%s"\n' "${bind_address}" |
+    sudo mkdir -p "${models_dir}"
+    if id ollama >/dev/null 2>&1; then
+        sudo chown ollama:ollama "${models_dir}"
+    fi
+    printf '[Service]\nEnvironment="OLLAMA_HOST=%s"\nEnvironment="OLLAMA_MODELS=%s"\n' "${bind_address}" "${models_dir}" |
         sudo tee "${dropin_file}" >/dev/null
     sudo systemctl daemon-reload
     sudo systemctl restart ollama.service
@@ -3413,6 +3420,42 @@ website_ollama_listen() {
     echo "Ollama API is reachable on the Debian host."
 }
 
+ollama_setup() {
+    local bind_address="${LAB_OLLAMA_BIND_ADDRESS:-0.0.0.0:11434}"
+    local models_dir="${LAB_OLLAMA_MODELS_DIR:-/data/ollama/models}"
+    local model="${LAB_AI_GATEWAY_MODEL:-qwen2.5:0.5b}"
+    local installer_url="${LAB_OLLAMA_INSTALL_URL:-https://ollama.com/install.sh}"
+    local tmp_installer
+
+    require_debian_server "ollama-setup"
+
+    if ! command -v curl >/dev/null 2>&1; then
+        echo "curl is required to install Ollama." >&2
+        exit 1
+    fi
+
+    if ! command -v ollama >/dev/null 2>&1; then
+        echo "Installing Ollama from ${installer_url}..."
+        tmp_installer="$(mktemp)"
+        curl -fsSL "${installer_url}" -o "${tmp_installer}"
+        sudo sh "${tmp_installer}"
+        rm -f "${tmp_installer}"
+    else
+        echo "Ollama is already installed: $(command -v ollama)"
+    fi
+
+    website_ollama_listen
+
+    echo "Ensuring Ollama model ${model} is available..."
+    if ollama list | awk -v model="${model}" 'NR > 1 && ($1 == model || $1 == model ":latest") { found = 1 } END { exit found ? 0 : 1 }'; then
+        echo "Ollama model ${model} is already present."
+    else
+        OLLAMA_HOST=http://127.0.0.1:11434 ollama pull "${model}"
+    fi
+
+    echo "Ollama homelab setup is ready."
+}
+
 apps() {
     local buildx_builder_ready=false
     local demos_image_built=false
@@ -4728,6 +4771,9 @@ case "${1:-}" in
     website-ollama-listen)
         website_ollama_listen
         ;;
+    ollama-setup)
+        ollama_setup
+        ;;
     deploy-gitea)
         deploy_gitea
         ;;
@@ -4789,7 +4835,7 @@ case "${1:-}" in
         nuke
         ;;
     *)
-        echo "Usage: $0 {up|rebuild-cluster|stop-cluster|start-cluster|status|apps|website-translation-model|website-ollama-listen|deploy-gitea|rpi-services|bootstrap-gitea-repo|backup-gitea|drill-gitea-restore|install-gitea-runner|move-prometheus-stack-workers|doctor-versions|doctor-edge|doctor-gitea|doctor-rpi|doctor-cluster|preflight|secrets-init|secrets-check|tailnet-policy-check|ai-index|ai-check|openwrt|nuke}"
+        echo "Usage: $0 {up|rebuild-cluster|stop-cluster|start-cluster|status|apps|website-translation-model|website-ollama-listen|ollama-setup|deploy-gitea|rpi-services|bootstrap-gitea-repo|backup-gitea|drill-gitea-restore|install-gitea-runner|move-prometheus-stack-workers|doctor-versions|doctor-edge|doctor-gitea|doctor-rpi|doctor-cluster|preflight|secrets-init|secrets-check|tailnet-policy-check|ai-index|ai-check|openwrt|nuke}"
         exit 1
         ;;
 esac