Replace Clay with n8n, Ollama, SearXNG and browserless; add Telegram assistant

Remove the Clay role (Claude Code web UI) and its Anthropic API key.

New roles:
- ollama: local CPU LLM (qwen3:4b-instruct), internal network only
- browserless: headless Chromium for JavaScript-heavy pages
- searxng: metasearch backend for the chat web_search tool
- n8n at agent.ladkau.de: web chat (/chat), scheduled workflows,
  Telegram bot; workflows and credentials are imported from the repo

Telegram bot: Gemini 3.8 -> Gemini 3.5 -> local Qwen fallback chain,
/qwen to force the local model, /stocks and a weekday schedule
(07:30, 13:00, 17:40) for the MTE.DE / PTX.F stock report.

Also: dashboard and check-services entries for the chat, vault checks
for the new secrets (n8n, SearXNG, Gemini, Telegram, SMTP), updated
CLAUDE.md, runbooks and README.

ansible/roles/ollama/handlers/main.yml

@@ -0,0 +1,6 @@
+---
+- name: Restart ollama
+  community.docker.docker_compose_v2:
+    project_src: "{{ ollama_data_dir }}"
+    state: present
+    recreate: always

ansible/roles/ollama/tasks/main.yml

@@ -0,0 +1,44 @@
+---
+- name: Create Ollama directories
+  ansible.builtin.file:
+    path: "{{ item }}"
+    state: directory
+    owner: root
+    group: root
+    mode: "0755"
+  loop:
+    - "{{ ollama_data_dir }}"
+    - "{{ ollama_data_dir }}/models"
+  tags: ollama
+
+- name: Deploy Docker Compose file
+  ansible.builtin.template:
+    src: docker-compose.yml.j2
+    dest: "{{ ollama_data_dir }}/docker-compose.yml"
+    owner: root
+    group: root
+    mode: "0644"
+  notify: Restart ollama
+  tags: ollama
+
+- name: Start Ollama
+  community.docker.docker_compose_v2:
+    project_src: "{{ ollama_data_dir }}"
+    state: present
+    pull: missing
+  tags: ollama
+
+- name: List installed Ollama models
+  ansible.builtin.command: docker exec ollama ollama list
+  register: ollama_installed
+  changed_when: false
+  retries: 10
+  delay: 3
+  until: ollama_installed.rc == 0
+  tags: ollama
+
+- name: Pull Ollama model
+  ansible.builtin.command: docker exec ollama ollama pull {{ ollama_model }}
+  when: ollama_model not in ollama_installed.stdout
+  changed_when: true
+  tags: ollama

ansible/roles/ollama/templates/docker-compose.yml.j2

@@ -0,0 +1,26 @@
+# Managed by Ansible — do not edit manually
+services:
+  ollama:
+    image: ollama/ollama:{{ ollama_version }}
+    container_name: ollama
+    restart: unless-stopped
+    environment:
+      OLLAMA_CONTEXT_LENGTH: "{{ ollama_context_length }}"
+      OLLAMA_FLASH_ATTENTION: "1"
+      OLLAMA_KV_CACHE_TYPE: "q8_0"
+      # One model, one request at a time — keeps RAM use predictable on the shared VPS
+      OLLAMA_MAX_LOADED_MODELS: "1"
+      OLLAMA_NUM_PARALLEL: "1"
+      # Unload the model after this idle time to free RAM for the other services
+      OLLAMA_KEEP_ALIVE: "{{ ollama_keep_alive }}"
+    volumes:
+      - {{ ollama_data_dir }}/models:/root/.ollama
+    mem_limit: {{ ollama_mem_limit }}
+    networks:
+      - ollama_internal
+
+# Not exposed via Traefik. Containers that need the API join this network
+# (declared as external there) and reach it at http://ollama:11434.
+networks:
+  ollama_internal:
+    name: ollama_internal