diff --git a/.obsidian/app.json b/.obsidian/app.json
index 9cfc9c3..3895810 100644
--- a/.obsidian/app.json
+++ b/.obsidian/app.json
@@ -2,5 +2,6 @@
   "newFileLocation": "folder",
   "newFileFolderPath": "100 inbox",
   "showLineNumber": true,
-  "vimMode": true
+  "vimMode": true,
+  "alwaysUpdateLinks": true
 }
\ No newline at end of file
diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index fdf3399..b2cc03a 100644
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -13,12 +13,12 @@
             "state": {
               "type": "markdown",
               "state": {
-                "file": "300 areas/350 AI/1778914902-WMFA.md",
-                "mode": "source",
-                "source": false
+                "file": "300 areas/350 AI/Local Hybrid Vector + Graph RAG Setup.md",
+                "mode": "preview",
+                "source": true
               },
               "icon": "lucide-file",
-              "title": "1778914902-WMFA"
+              "title": "Local Hybrid Vector + Graph RAG Setup"
             }
           }
         ]
@@ -53,7 +53,7 @@
             "state": {
               "type": "search",
               "state": {
-                "query": "",
+                "query": "tag:ai dev-ops website iframe",
                 "matchingCase": false,
                 "explainSearch": false,
                 "collapseAll": false,
@@ -74,7 +74,8 @@
               "title": "Bookmarks"
             }
           }
-        ]
+        ],
+        "currentTab": 1
       }
     ],
     "direction": "horizontal",
@@ -200,7 +201,7 @@
     "100 inbox/Untitled 3.md",
     "000 daily/1778841999-CBOE.md",
     "100 inbox/1778493481-VJZL.md",
-    "300 areas/350 AI/1778914902-WMFA.md",
+    "300 areas/350 AI/Local Hybrid Vector + Graph RAG Setup.md",
     "300 areas/350 AI/Pi Agent Extensions & Skills.md",
     "100 inbox/Untitled 2.md",
     "100 inbox/Untitled 1.md",
diff --git a/300 areas/350 AI/1778914902-WMFA.md b/300 areas/350 AI/Local Hybrid Vector + Graph RAG Setup.md
similarity index 97%
rename from 300 areas/350 AI/1778914902-WMFA.md
rename to 300 areas/350 AI/Local Hybrid Vector + Graph RAG Setup.md
index b9a37a0..327aaf1 100644
--- a/300 areas/350 AI/1778914902-WMFA.md	
+++ b/300 areas/350 AI/Local Hybrid Vector + Graph RAG Setup.md	
@@ -3,14 +3,19 @@ created: 2026-05-16 17:02
 modified: 2026-05-16 17:02
 type: note
 tags:
-  - ai dev-ops website iframe
+  - ai
+  - dev-ops
+  - website
+  - iframe
 aliases: []
 id: 1778914902-WMFA
 ---
-# [[1778914902-WMFA]]
+# [[Local Hybrid Vector + Graph RAG Setup]]
 
 # Local Hybrid Vector + Graph RAG Setup via Caddy & Docker
 
+Taken from a Google Gemini AI chat.
+
 This document outlines the architecture and configuration files required to run a single, unified local RAG system (Vector search for static files + Graph search for Obsidian notes) served inside an iframe across three separate context-specific showcase websites (`devops.local`, `coding.local`, `ai.local`).
 
 ---