feat(rag): RAG Hermes — Qdrant + rag-ingest/rag-query + skill funk-ai

Indexation de admin/ (284 chunks) dans Qdrant via embeddings Qwen3-8B.
rag-query utilisable en CLI et depuis le profil funk-ai de Hermes.
Note: modèle d'embedding générique — qualité limitée, voir admin/ia/rag.md.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

ansible/roles/rag/tasks/main.yml

@@ -0,0 +1,46 @@
+---
+- name: Create RAG directories on RAID5
+  ansible.builtin.file:
+    path: "{{ item }}"
+    state: directory
+    mode: '0755'
+  loop:
+    - "{{ rag_data_dir }}"
+    - "{{ rag_docs_dir }}"
+
+- name: Deploy rag-ingest script
+  ansible.builtin.copy:
+    src: rag-ingest
+    dest: /usr/local/bin/rag-ingest
+    mode: '0755'
+  notify: Run rag-ingest
+
+- name: Deploy rag-query script
+  ansible.builtin.copy:
+    src: rag-query
+    dest: /usr/local/bin/rag-query
+    mode: '0755'
+
+- name: Sync admin docs to RAG docs dir
+  ansible.builtin.copy:
+    src: "{{ inventory_dir }}/../admin/"
+    dest: "{{ rag_docs_dir }}/"
+    mode: '0644'
+  notify: Run rag-ingest
+
+- name: Deploy RAG skill to Hermes global skills
+  ansible.builtin.copy:
+    src: rag-docs/
+    dest: /srv/data/hermes/skills/funk/rag-docs/
+    owner: hermes
+    group: hermes
+    mode: '0644'
+
+- name: Deploy RAG skill to funk-ai profile
+  ansible.builtin.copy:
+    src: rag-docs/
+    dest: /srv/data/hermes/profiles/funk-ai/skills/funk/rag-docs/
+    owner: hermes
+    group: hermes
+    mode: '0644'
+  notify: Restart hermes-agent