Begin adding AI memory

INSTALL.md

@@ -54,6 +54,13 @@ Prosody container helpers:
 - `QUADLET_PROSODY_DATA_DIR`
 - `QUADLET_PROSODY_LOGS_DIR`
 
+Memory/wiki search helpers:
+
+- `MEMORY_SEARCH_BACKEND` (`django` or `manticore`)
+- `MANTICORE_HTTP_URL`
+- `MANTICORE_MEMORY_TABLE`
+- `MANTICORE_HTTP_TIMEOUT`
+
 For XMPP media upload, configure one of:
 
 - `XMPP_UPLOAD_SERVICE`
@@ -173,6 +180,26 @@ Certificate renewal helper (run as root on host):
 ./utilities/prosody/renew_prosody_cert.sh
 ```
 
+### E) Manticore container for memory/wiki retrieval
+
+```bash
+./utilities/memory/manage_manticore_container.sh up
+./utilities/memory/manage_manticore_container.sh status
+./utilities/memory/manage_manticore_container.sh logs
+```
+
+Reindex memory into configured backend:
+
+```bash
+podman exec ur_gia /venv/bin/python manage.py memory_search_reindex --user-id 1 --statuses active
+```
+
+Query memory backend:
+
+```bash
+podman exec ur_gia /venv/bin/python manage.py memory_search_query --user-id 1 --query "reply style"
+```
+
 ### C) Signal or WhatsApp send failures
 
 - Verify account/link status in service pages.