From 6f35b540d7fb9b873fbd5337754e8f2cbfa9122d Mon Sep 17 00:00:00 2001 From: siraxe Date: Mon, 13 Oct 2025 04:20:27 +0100 Subject: [PATCH] image look up +examples --- .gitignore | 3 +- .../wan22_control_base.json | 4057 ++++++------ examples/rabbit_control_with_i2v/output.mp4 | Bin 734713 -> 585379 bytes .../wan22_control+i2v.json | 5745 ++++++++--------- nodes/draw_shapes.py | 59 +- web/power_spline_editor/graph_query.js | 202 +- 6 files changed, 5085 insertions(+), 4981 deletions(-) diff --git a/.gitignore b/.gitignore index e71a3b1..e29b3b0 100644 --- a/.gitignore +++ b/.gitignore @@ -4,4 +4,5 @@ nodes/__pycache__/ .env .env2 .env 22 -wanvideo_cached_samples.pt \ No newline at end of file +wanvideo_cached_samples.pt +ref_image.jpg \ No newline at end of file diff --git a/examples/rabbit_control_base/wan22_control_base.json b/examples/rabbit_control_base/wan22_control_base.json index 0aec681..175aa10 100644 --- a/examples/rabbit_control_base/wan22_control_base.json +++ b/examples/rabbit_control_base/wan22_control_base.json @@ -1,8 +1,8 @@ { "id": "206247b6-9fec-4ed2-8927-e4f388c674d4", "revision": 0, - "last_node_id": 262, - "last_link_id": 481, + "last_node_id": 274, + "last_link_id": 511, "nodes": [ { "id": 104, @@ -12,7 +12,7 @@ -753.145751953125 ], "size": [ - 201.76815795898438, + 201.7681640625, 46 ], "flags": { @@ -69,7 +69,7 @@ 172.00003051757812 ], "flags": {}, - "order": 43, + "order": 42, "mode": 0, "inputs": [ { @@ -115,72 +115,6 @@ 1 ] }, - { - "id": 77, - "type": "WanVideoEncode", - "pos": [ - 562.4077758789062, - 342.7292175292969 - ], - "size": [ - 315, - 242 - ], - "flags": { - "collapsed": true - }, - "order": 41, - "mode": 0, - "inputs": [ - { - "name": "vae", - "type": "WANVAE", - "link": 214 - }, - { - "name": "image", - "type": "IMAGE", - "link": 90 - }, - { - "name": "mask", - "shape": 7, - "type": "MASK", - "link": null - } - ], - "outputs": [ - { - "name": "samples", - "type": "LATENT", - "links": [ - 246 - ] - } - ], - "properties": { - "aux_id": "ComfyUI-WanVideoWrapper", - "Node name for S&R": "WanVideoEncode", - "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc", - "cnr_id": "ComfyUI-WanVideoWrapper", - "ue_properties": { - "version": "7.2.2", - "widget_ue_connectable": {}, - "input_ue_unconnectable": {} - } - }, - "widgets_values": [ - false, - 272, - 272, - 144, - 128, - 0, - 1 - ], - "color": "#322", - "bgcolor": "#533" - }, { "id": 28, "type": "WanVideoDecode", @@ -195,7 +129,7 @@ "flags": { "collapsed": true }, - "order": 50, + "order": 49, "mode": 0, "inputs": [ { @@ -255,7 +189,7 @@ "flags": { "collapsed": true }, - "order": 47, + "order": 46, "mode": 0, "inputs": [ { @@ -341,102 +275,6 @@ "color": "#322", "bgcolor": "#533" }, - { - "id": 98, - "type": "WanVideoSetBlockSwap", - "pos": [ - 31.39767074584961, - -1492.0509033203125 - ], - "size": [ - 201.76815795898438, - 46 - ], - "flags": { - "collapsed": true - }, - "order": 30, - "mode": 0, - "inputs": [ - { - "name": "model", - "type": "WANVIDEOMODEL", - "link": 140 - }, - { - "name": "block_swap_args", - "shape": 7, - "type": "BLOCKSWAPARGS", - "link": 142 - } - ], - "outputs": [ - { - "name": "model", - "type": "WANVIDEOMODEL", - "links": [ - 141 - ] - } - ], - "properties": { - "aux_id": "ComfyUI-WanVideoWrapper", - "Node name for S&R": "WanVideoSetBlockSwap", - "ver": "d446e97309824fa936fec2b52efeb19adb9ba38f", - "cnr_id": "ComfyUI-WanVideoWrapper", - "ue_properties": { - "version": "7.2.2", - "widget_ue_connectable": {}, - "input_ue_unconnectable": {} - } - }, - "widgets_values": [], - "color": "#223", - "bgcolor": "#335" - }, - { - "id": 201, - "type": "SetNode", - "pos": [ - 629.1361694335938, - -1194.4281005859375 - ], - "size": [ - 210, - 60 - ], - "flags": { - "collapsed": false - }, - "order": 37, - "mode": 0, - "inputs": [ - { - "name": "WANVIDEOMODEL", - "type": "WANVIDEOMODEL", - "link": 358 - } - ], - "outputs": [ - { - "name": "*", - "type": "*", - "links": null - } - ], - "title": "Set_HIGH", - 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diff --git a/examples/rabbit_control_with_i2v/wan22_control+i2v.json b/examples/rabbit_control_with_i2v/wan22_control+i2v.json
index 64b5ccd..64e0c28 100644
--- a/examples/rabbit_control_with_i2v/wan22_control+i2v.json
+++ b/examples/rabbit_control_with_i2v/wan22_control+i2v.json
@@ -1,24 +1,24 @@
 {
-  "id": "206247b6-9fec-4ed2-8927-e4f388c674d4",
+  "id": "2b9ad2fa-2e59-439b-ba64-7a023d34c75e",
   "revision": 0,
-  "last_node_id": 245,
-  "last_link_id": 454,
+  "last_node_id": 276,
+  "last_link_id": 518,
   "nodes": [
     {
       "id": 104,
       "type": "WanVideoSetBlockSwap",
       "pos": [
-        -401.815185546875,
-        -902.7181396484375
+        23.7281436920166,
+        -753.145751953125
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       "size": [
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+        201.7681640625,
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       ],
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         "collapsed": true
       },
-      "order": 30,
+      "order": 32,
       "mode": 0,
       "inputs": [
         {
@@ -58,110 +58,47 @@
       "bgcolor": "#335"
     },
     {
-      "id": 145,
-      "type": "WanVideoAddControlEmbeds",
+      "id": 28,
+      "type": "WanVideoDecode",
       "pos": [
-        753.6688842773438,
-        294.4811096191406
-      ],
-      "size": [
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-          "link": 247
-        },
-        {
-          "name": "latents",
-          "shape": 7,
-          "type": "LATENT",
-          "link": 246
-        },
-        {
-          "name": "fun_ref_image",
-          "shape": 7,
-          "type": "LATENT",
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "name": "image_embeds",
-          "type": "WANVIDIMAGE_EMBEDS",
-          "links": [
-            248
-          ]
-        }
-      ],
-      "properties": {
-        "aux_id": "ComfyUI-WanVideoWrapper",
-        "Node name for S&R": "WanVideoAddControlEmbeds",
-        "ver": "64a0c036732ce2f85caf9ec933a51bf802f8b645",
-        "cnr_id": "ComfyUI-WanVideoWrapper",
-        "ue_properties": {
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-          "widget_ue_connectable": {},
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-      "id": 77,
-      "type": "WanVideoEncode",
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+        198
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       },
-      "order": 40,
+      "order": 51,
       "mode": 0,
       "inputs": [
         {
           "name": "vae",
           "type": "WANVAE",
-          "link": 214
+          "link": 357
         },
         {
-          "name": "image",
-          "type": "IMAGE",
-          "link": 90
-        },
-        {
-          "name": "mask",
-          "shape": 7,
-          "type": "MASK",
-          "link": null
+          "name": "samples",
+          "type": "LATENT",
+          "link": 218
         }
       ],
       "outputs": [
         {
-          "name": "samples",
-          "type": "LATENT",
+          "name": "images",
+          "type": "IMAGE",
+          "slot_index": 0,
           "links": [
-            246
+            280
           ]
         }
       ],
       "properties": {
         "aux_id": "ComfyUI-WanVideoWrapper",
-        "Node name for S&R": "WanVideoEncode",
-        "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc",
+        "Node name for S&R": "WanVideoDecode",
+        "ver": "d20baf00247fd06553fdc9253e18732244e54172",
         "cnr_id": "ComfyUI-WanVideoWrapper",
         "ue_properties": {
           "version": "7.2.2",
@@ -175,40 +112,99 @@
         272,
         144,
         128,
-        0,
-        1
+        "default"
       ],
       "color": "#322",
       "bgcolor": "#533"
     },
     {
-      "id": 191,
-      "type": "WanVideoSigmaToStep",
+      "id": 195,
+      "type": "WanVideoDecode",
       "pos": [
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-        1253.2054443359375
+        1634.7493896484375,
+        -412.84857177734375
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       "size": [
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-        58
+        315,
+        198
       ],
-      "flags": {},
-      "order": 0,
+      "flags": {
+        "collapsed": true
+      },
+      "order": 48,
       "mode": 0,
-      "inputs": [],
+      "inputs": [
+        {
+          "name": "vae",
+          "type": "WANVAE",
+          "link": 350
+        },
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 352
+        }
+      ],
       "outputs": [
         {
-          "name": "step",
-          "type": "INT",
+          "name": "images",
+          "type": "IMAGE",
+          "slot_index": 0,
           "links": [
-            337
+            353
           ]
         }
       ],
       "properties": {
         "aux_id": "ComfyUI-WanVideoWrapper",
-        "Node name for S&R": "WanVideoSigmaToStep",
-        "ver": "3de291dbca23db4e108f30b7419996485b1c49d1",
+        "Node name for S&R": "WanVideoDecode",
+        "ue_properties": {
+          "version": "7.2.2",
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {}
+        },
+        "ver": "d20baf00247fd06553fdc9253e18732244e54172",
+        "cnr_id": "ComfyUI-WanVideoWrapper"
+      },
+      "widgets_values": [
+        false,
+        272,
+        272,
+        144,
+        128,
+        "default"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 200,
+      "type": "GetNode",
+      "pos": [
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+        -462.88226318359375
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+      "size": [
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+        50
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "WANVAE",
+          "type": "WANVAE",
+          "links": [
+            357
+          ]
+        }
+      ],
+      "title": "Get_VAE",
+      "properties": {
         "ue_properties": {
           "version": "7.2.2",
           "widget_ue_connectable": {},
@@ -216,19 +212,21 @@
         }
       },
       "widgets_values": [
-        0.8500000000000002
-      ]
+        "VAE"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
     },
     {
-      "id": 193,
-      "type": "WanVideoSigmaToStep",
+      "id": 39,
+      "type": "WanVideoBlockSwap",
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-        1261.9476318359375
+        -291.97454833984375,
+        -1678.8804931640625
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+        269.9057312011719,
+        202
       ],
       "flags": {},
       "order": 1,
@@ -236,17 +234,19 @@
       "inputs": [],
       "outputs": [
         {
-          "name": "step",
-          "type": "INT",
+          "name": "block_swap_args",
+          "type": "BLOCKSWAPARGS",
+          "slot_index": 0,
           "links": [
-            344
+            142
           ]
         }
       ],
       "properties": {
         "aux_id": "ComfyUI-WanVideoWrapper",
-        "Node name for S&R": "WanVideoSigmaToStep",
-        "ver": "3de291dbca23db4e108f30b7419996485b1c49d1",
+        "Node name for S&R": "WanVideoBlockSwap",
+        "ver": "d20baf00247fd06553fdc9253e18732244e54172",
+        "cnr_id": "ComfyUI-WanVideoWrapper",
         "ue_properties": {
           "version": "7.2.2",
           "widget_ue_connectable": {},
@@ -254,156 +254,1465 @@
         }
       },
       "widgets_values": [
-        0.8500000000000002
-      ]
+        20,
+        false,
+        false,
+        true,
+        0,
+        0,
+        false
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
     },
     {
-      "id": 189,
-      "type": "WanVideoImageToVideoEncode",
+      "id": 157,
+      "type": "WanVideoBlockSwap",
       "pos": [
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-        832.2178344726562
+        -291.97454833984375,
+        -613.8773193359375
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-      "flags": {
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-      },
-      "order": 42,
+      "flags": {},
+      "order": 2,
       "mode": 0,
-      "inputs": [
-        {
-          "name": "vae",
-          "shape": 7,
-          "type": "WANVAE",
-          "link": 324
-        },
-        {
-          "name": "clip_embeds",
-          "shape": 7,
-          "type": "WANVIDIMAGE_CLIPEMBEDS",
-          "link": null
-        },
-        {
-          "name": "start_image",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 325
-        },
-        {
-          "name": "end_image",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": null
-        },
-        {
-          "name": "control_embeds",
-          "shape": 7,
-          "type": "WANVIDIMAGE_EMBEDS",
-          "link": null
-        },
-        {
-          "name": "temporal_mask",
-          "shape": 7,
-          "type": "MASK",
-          "link": null
-        },
-        {
-          "name": "extra_latents",
-          "shape": 7,
-          "type": "LATENT",
-          "link": null
-        },
-        {
-          "name": "add_cond_latents",
-          "shape": 7,
-          "type": "ADD_COND_LATENTS",
-          "link": null
-        },
-        {
-          "name": "width",
-          "type": "INT",
-          "widget": {
-            "name": "width"
-          },
-          "link": 326
-        },
-        {
-          "name": "height",
-          "type": "INT",
-          "widget": {
-            "name": "height"
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-        },
-        {
-          "name": "num_frames",
-          "type": "INT",
-          "widget": {
-            "name": "num_frames"
-          },
-          "link": 328
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-          "type": "IMAGE",
-          "link": 347
-        },
-        {
-          "name": "coordinates",
-          "type": "STRING",
-          "link": 349
-        },
-        {
-          "name": "path_frame_config",
-          "type": "PATH_FRAME_CONFIG",
-          "link": 291
-        }
-      ],
-      "outputs": [
-        {
-          "name": "image",
-          "type": "IMAGE",
-          "links": [
-            453,
-            454
-          ]
-        },
-        {
-          "name": "mask",
-          "type": "MASK",
-          "links": null
-        },
-        {
-          "name": "output_coordinates",
-          "type": "STRING",
-          "links": null
-        }
-      ],
-      "properties": {
-        "aux_id": "ComfyUI-WanVideoWrapper_QQ",
-        "ver": "9d9c90632881180cb5eaf3ab380b174e057bb8b7",
-        "Node name for S&R": "DrawShapeOnPath",
-        "ue_properties": {
-          "version": "7.2.2",
-          "widget_ue_connectable": {},
-          "input_ue_unconnectable": {}
-        }
-      },
-      "widgets_values": [
-        "circle",
-        47,
-        47,
-        "white",
-        "black",
-        14.7999267578125,
-        1,
         0,
-        0,
-        "black"
-      ]
-    },
-    {
-      "id": 194,
-      "type": "PowerSplineEditor",
-      "pos": [
-        -1671.7747802734375,
-        412.9177551269531
-      ],
-      "size": [
-        1245,
-        724
-      ],
-      "flags": {},
-      "order": 32,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "bg_image",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 348
-        },
-        {
-          "name": "coord_in",
-          "shape": 7,
-          "type": "STRING",
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "name": "bg_image",
-          "type": "IMAGE",
-          "links": [
-            347
-          ]
-        },
-        {
-          "name": "coord_out",
-          "type": "STRING",
-          "links": [
-            349
-          ]
-        }
-      ],
-      "properties": {
-        "aux_id": "ComfyUI-WanVideoWrapper_QQ",
-        "ver": "9d9c90632881180cb5eaf3ab380b174e057bb8b7",
-        "Node name for S&R": "PowerSplineEditor",
-        "userAdjustedSize": true,
-        "ue_properties": {
-          "widget_ue_connectable": {},
-          "input_ue_unconnectable": {},
-          "version": "7.2.2"
-        },
-        "bgImageDims": {
-          "width": 1203.199951171875,
-          "height": 480
-        },
-        "userAdjustedDims": true
-      },
-      "widgets_values": [
-        "[{\"on\":true,\"name\":\"R1\",\"interpolation\":\"basis\",\"repeat\":1,\"offset\":7,\"a_pause\":0,\"z_pause\":0,\"driven\":false,\"_drivenConfig\":{\"driver\":\"\",\"rotate\":0,\"smooth\":0},\"points_store\":\"[{\\\"x\\\":0.18661568782148596,\\\"y\\\":0.8154314450701595,\\\"highlighted\\\":false},{\\\"x\\\":0.4125745865855726,\\\"y\\\":0.621655868864798,\\\"highlighted\\\":false},{\\\"x\\\":0.47710998291015577,\\\"y\\\":0.8866449999999994,\\\"highlighted\\\":true},{\\\"x\\\":0.7329039829101558,\\\"y\\\":0.5720449999999994,\\\"highlighted\\\":false},{\\\"x\\\":0.776947982910156,\\\"y\\\":0.8957199999999992,\\\"highlighted\\\":true},{\\\"x\\\":1.0330639999999993,\\\"y\\\":0.4964199999999996,\\\"highlighted\\\":false},{\\\"x\\\":1.1414799999999998,\\\"y\\\":0.9259699999999993,\\\"highlighted\\\":false}]\",\"coordinates\":\"[]\"},{\"on\":true,\"name\":\"R1_1\",\"interpolation\":\"basis\",\"repeat\":1,\"offset\":0,\"a_pause\":0,\"z_pause\":0,\"driven\":false,\"_drivenConfig\":{\"driver\":\"\",\"rotate\":0,\"smooth\":0},\"points_store\":\"[{\\\"x\\\":0.5099088236705426,\\\"y\\\":0.6585989450701595,\\\"highlighted\\\":false},{\\\"x\\\":0.685776223879497,\\\"y\\\":0.4600505733091496,\\\"highlighted\\\":false},{\\\"x\\\":0.737030807875518,\\\"y\\\":0.7053145329871388,\\\"highlighted\\\":true},{\\\"x\\\":0.9220980159600493,\\\"y\\\":0.5260439971697808,\\\"highlighted\\\":false},{\\\"x\\\":0.9564740796537244,\\\"y\\\":0.7029814715203317,\\\"highlighted\\\":true},{\\\"x\\\":1.1450908958875303,\\\"y\\\":0.4698611760598392,\\\"highlighted\\\":false},{\\\"x\\\":1.225634588230743,\\\"y\\\":0.7889795999643084,\\\"highlighted\\\":false}]\",\"coordinates\":\"[]\"},{\"on\":true,\"name\":\"Spline 11\",\"interpolation\":\"points\",\"repeat\":1,\"offset\":0,\"a_pause\":0,\"z_pause\":0,\"driven\":false,\"_drivenConfig\":{\"driver\":\"\",\"rotate\":0,\"smooth\":0},\"points_store\":\"[{\\\"x\\\":0.3349824215909135,\\\"y\\\":0.5876327103082111,\\\"highlighted\\\":false},{\\\"x\\\":0.18069865988859352,\\\"y\\\":0.5122402116442416,\\\"highlighted\\\":false},{\\\"x\\\":0.31267956236699,\\\"y\\\":0.33575248169945343,\\\"highlighted\\\":false},{\\\"x\\\":0.753462735849056,\\\"y\\\":0.2871999999999998,\\\"highlighted\\\":false}]\",\"coordinates\":\"[]\"}]",
-        null,
-        "[{\"x\":200,\"y\":240},{\"x\":304,\"y\":240}]",
-        1200,
-        480,
-        {},
-        "",
-        {
-          "type": "PowerSplineHeaderWidget"
-        },
-        {
-          "on": true,
-          "name": "R1",
-          "interpolation": "basis",
-          "repeat": 1,
-          "offset": 7,
-          "a_pause": 0,
-          "z_pause": 0,
-          "driven": false,
-          "_drivenConfig": {
-            "driver": "",
-            "rotate": 0,
-            "smooth": 0
-          },
-          "points_store": "[{\"x\":0.18661568782148596,\"y\":0.8154314450701595,\"highlighted\":false},{\"x\":0.4125745865855726,\"y\":0.621655868864798,\"highlighted\":false},{\"x\":0.47710998291015577,\"y\":0.8866449999999994,\"highlighted\":true},{\"x\":0.7329039829101558,\"y\":0.5720449999999994,\"highlighted\":false},{\"x\":0.776947982910156,\"y\":0.8957199999999992,\"highlighted\":true},{\"x\":1.0330639999999993,\"y\":0.4964199999999996,\"highlighted\":false},{\"x\":1.1414799999999998,\"y\":0.9259699999999993,\"highlighted\":false}]",
-          "coordinates": "[]"
-        },
-        {
-          "on": true,
-          "name": "R1_1",
-          "interpolation": "basis",
-          "repeat": 1,
-          "offset": 0,
-          "a_pause": 0,
-          "z_pause": 0,
-          "driven": false,
-          "_drivenConfig": {
-            "driver": "",
-            "rotate": 0,
-            "smooth": 0
-          },
-          "points_store": "[{\"x\":0.5099088236705426,\"y\":0.6585989450701595,\"highlighted\":false},{\"x\":0.685776223879497,\"y\":0.4600505733091496,\"highlighted\":false},{\"x\":0.737030807875518,\"y\":0.7053145329871388,\"highlighted\":true},{\"x\":0.9220980159600493,\"y\":0.5260439971697808,\"highlighted\":false},{\"x\":0.9564740796537244,\"y\":0.7029814715203317,\"highlighted\":true},{\"x\":1.1450908958875303,\"y\":0.4698611760598392,\"highlighted\":false},{\"x\":1.225634588230743,\"y\":0.7889795999643084,\"highlighted\":false}]",
-          "coordinates": "[]"
-        },
-        {
-          "on": true,
-          "name": "Spline 11",
-          "interpolation": "points",
-          "repeat": 1,
-          "offset": 0,
-          "a_pause": 0,
-          "z_pause": 0,
-          "driven": false,
-          "_drivenConfig": {
-            "driver": "",
-            "rotate": 0,
-            "smooth": 0
-          },
-          "points_store": "[{\"x\":0.3349824215909135,\"y\":0.5876327103082111,\"highlighted\":false},{\"x\":0.18069865988859352,\"y\":0.5122402116442416,\"highlighted\":false},{\"x\":0.31267956236699,\"y\":0.33575248169945343,\"highlighted\":false},{\"x\":0.753462735849056,\"y\":0.2871999999999998,\"highlighted\":false}]",
-          "coordinates": "[]"
-        }
+        1
       ]
     }
   ],
@@ -3682,14 +3673,6 @@
       0,
       "IMAGE"
     ],
-    [
-      291,
-      161,
-      0,
-      159,
-      2,
-      "PATH_FRAME_CONFIG"
-    ],
     [
       292,
       153,
@@ -3706,190 +3689,6 @@
       3,
       "INT"
     ],
-    [
-      324,
-      85,
-      0,
-      189,
-      0,
-      "WANVAE"
-    ],
-    [
-      325,
-      124,
-      0,
-      189,
-      2,
-      "IMAGE"
-    ],
-    [
-      326,
-      76,
-      1,
-      189,
-      8,
-      "INT"
-    ],
-    [
-      327,
-      76,
-      2,
-      189,
-      9,
-      "INT"
-    ],
-    [
-      328,
-      76,
-      3,
-      189,
-      10,
-      "INT"
-    ],
-    [
-      329,
-      189,
-      0,
-      100,
-      1,
-      "WANVIDIMAGE_EMBEDS"
-    ],
-    [
-      331,
-      190,
-      0,
-      27,
-      11,
-      "SIGMAS"
-    ],
-    [
-      332,
-      190,
-      1,
-      27,
-      17,
-      "INT"
-    ],
-    [
-      333,
-      190,
-      2,
-      27,
-      18,
-      "FLOAT"
-    ],
-    [
-      334,
-      190,
-      3,
-      27,
-      20,
-      "COMBO"
-    ],
-    [
-      335,
-      190,
-      4,
-      27,
-      21,
-      "INT"
-    ],
-    [
-      336,
-      190,
-      5,
-      27,
-      22,
-      "INT"
-    ],
-    [
-      337,
-      191,
-      0,
-      190,
-      1,
-      "INT"
-    ],
-    [
-      338,
-      192,
-      0,
-      100,
-      11,
-      "SIGMAS"
-    ],
-    [
-      339,
-      192,
-      1,
-      100,
-      17,
-      "INT"
-    ],
-    [
-      340,
-      192,
-      2,
-      100,
-      18,
-      "FLOAT"
-    ],
-    [
-      341,
-      192,
-      3,
-      100,
-      19,
-      "COMBO"
-    ],
-    [
-      342,
-      192,
-      4,
-      100,
-      20,
-      "INT"
-    ],
-    [
-      343,
-      192,
-      5,
-      100,
-      21,
-      "INT"
-    ],
-    [
-      344,
-      193,
-      0,
-      192,
-      1,
-      "INT"
-    ],
-    [
-      347,
-      194,
-      0,
-      159,
-      0,
-      "IMAGE"
-    ],
-    [
-      348,
-      109,
-      0,
-      194,
-      0,
-      "IMAGE"
-    ],
-    [
-      349,
-      194,
-      1,
-      159,
-      1,
-      "STRING"
-    ],
     [
       350,
       86,
@@ -3935,7 +3734,7 @@
       198,
       0,
       27,
-      19,
+      18,
       "INT"
     ],
     [
@@ -3947,68 +3746,212 @@
       "WANVAE"
     ],
     [
-      358,
+      466,
+      204,
+      0,
+      100,
+      18,
+      "INT"
+    ],
+    [
+      472,
+      253,
+      0,
+      251,
+      0,
+      "*"
+    ],
+    [
+      473,
+      254,
+      0,
+      252,
+      0,
+      "*"
+    ],
+    [
+      477,
+      259,
+      0,
+      27,
+      17,
+      "INT"
+    ],
+    [
+      478,
+      259,
+      0,
+      100,
+      17,
+      "INT"
+    ],
+    [
+      480,
+      260,
+      0,
+      27,
+      19,
+      "INT"
+    ],
+    [
+      481,
+      260,
+      0,
+      100,
+      19,
+      "INT"
+    ],
+    [
+      488,
+      109,
+      0,
+      264,
+      0,
+      "IMAGE"
+    ],
+    [
+      489,
       97,
       0,
-      201,
+      265,
       0,
       "*"
     ],
     [
-      359,
-      105,
-      0,
-      202,
-      0,
-      "*"
-    ],
-    [
-      360,
-      203,
+      490,
+      265,
       0,
       27,
       0,
       "WANVIDEOMODEL"
     ],
     [
-      361,
-      205,
+      491,
+      105,
+      0,
+      266,
+      0,
+      "*"
+    ],
+    [
+      492,
+      266,
       0,
       100,
       0,
       "WANVIDEOMODEL"
     ],
     [
-      367,
+      494,
       210,
       0,
-      161,
-      0,
+      264,
+      2,
       "INT"
     ],
     [
-      450,
-      245,
+      500,
+      264,
       0,
-      105,
-      1,
-      "WANVIDLORA"
+      270,
+      0,
+      "IMAGE"
     ],
     [
-      453,
-      159,
+      501,
+      264,
+      1,
+      270,
+      1,
+      "STRING"
+    ],
+    [
+      502,
+      264,
+      2,
+      270,
+      2,
+      "INT"
+    ],
+    [
+      504,
+      270,
+      0,
+      76,
+      0,
+      "IMAGE"
+    ],
+    [
+      510,
+      270,
       0,
       82,
       0,
       "IMAGE"
     ],
     [
-      454,
-      159,
-      0,
-      76,
+      511,
+      270,
+      3,
+      274,
       0,
       "IMAGE"
+    ],
+    [
+      512,
+      275,
+      0,
+      105,
+      1,
+      "WANVIDLORA"
+    ],
+    [
+      513,
+      85,
+      0,
+      276,
+      0,
+      "WANVAE"
+    ],
+    [
+      514,
+      124,
+      0,
+      276,
+      2,
+      "IMAGE"
+    ],
+    [
+      515,
+      76,
+      1,
+      276,
+      8,
+      "INT"
+    ],
+    [
+      516,
+      76,
+      2,
+      276,
+      9,
+      "INT"
+    ],
+    [
+      517,
+      76,
+      3,
+      276,
+      10,
+      "INT"
+    ],
+    [
+      518,
+      276,
+      0,
+      100,
+      1,
+      "WANVIDIMAGE_EMBEDS"
     ]
   ],
   "groups": [
@@ -4018,8 +3961,8 @@
       "bounding": [
         247.32363891601562,
         206.1204376220703,
-        823.7431030273438,
-        1044.326904296875
+        866.1505234242582,
+        1172.4255256399767
       ],
       "color": "#A88",
       "font_size": 24,
@@ -4031,8 +3974,8 @@
       "bounding": [
         1235.93115234375,
         -670.9139404296875,
-        834.850341796875,
-        1999.159423828125
+        842.37060546875,
+        1324.3184814453125
       ],
       "color": "#8AA",
       "font_size": 24,
@@ -4044,8 +3987,8 @@
       "bounding": [
         2087.3115234375,
         -672.6325073242188,
-        1052.597900390625,
-        2002.5804443359375
+        1037.7220458984375,
+        1326.4908447265625
       ],
       "color": "#8AA",
       "font_size": 24,
@@ -4055,13 +3998,13 @@
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.350493899481393,
+      "scale": 0.37974983358325354,
       "offset": [
-        1738.4172089656654,
-        968.0130940234552
+        1488.3143373330145,
+        897.4481957879357
       ]
     },
-    "frontendVersion": "1.27.10",
+    "frontendVersion": "1.29.1",
     "node_versions": {
       "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd",
       "comfy-core": "0.3.26",
diff --git a/nodes/draw_shapes.py b/nodes/draw_shapes.py
index 93822ac..eb59611 100644
--- a/nodes/draw_shapes.py
+++ b/nodes/draw_shapes.py
@@ -48,9 +48,6 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
                 ),
                 "bg_image": ("IMAGE",),
                 "coordinates": ("STRING", {"forceInput": True}),
-                "easing_function": (["linear", "in", "out", "in_out", "out_in"], {"default": "in_out"}),
-                "easing_path": (["each", "full"], {"default": "full"}),
-                "easing_strength": ("FLOAT", {"default": 1.0, "min": 0.1, "max": 10.0, "step": 0.05}),
                 "shape_width": ("INT", {"default": 40, "min": 2, "max": 1000, "step": 5}),
                 "shape_height": ("INT", {"default": 40, "min": 2, "max": 1000, "step": 5}),
                 "shape_color": ("STRING", {"default": 'white'}),
@@ -82,7 +79,8 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
                                p_driver_path: Optional[Path] = None,
                                p_coords_pause_frames: Tuple[int, int] = (0, 0),
                                coords_driver_info_list: Optional[List[Optional[Dict[str, Any]]]] = None,
-                               scales_list: Optional[List[float]] = None) -> Image.Image:
+                               scales_list: Optional[List[float]] = None,
+                               static_points_scale: float = 1.0) -> Image.Image:
         """
         Draw one frame using PIL.
         This function is thread-safe and used by ThreadPoolExecutor in drawshapemask.
@@ -121,6 +119,10 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
                     driver_offset_x = current_x - ref_x
                     driver_offset_y = current_y - ref_y
 
+            # Apply scale to shape dimensions for static points using the dedicated parameter
+            static_width = float(shape_width) * static_points_scale
+            static_height = float(shape_height) * static_points_scale
+
             # Draw each static point with driver offset applied
             for point in static_points:
                 try:
@@ -130,8 +132,8 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
                     continue
 
                 if shape in ('circle', 'square'):
-                    left_up_point = (location_x - current_width / 2.0, location_y - current_height / 2.0)
-                    right_down_point = (location_x + current_width / 2.0, location_y + current_height / 2.0)
+                    left_up_point = (location_x - static_width / 2.0, location_y - static_height / 2.0)
+                    right_down_point = (location_x + static_width / 2.0, location_y + static_height / 2.0)
                     two_points = [left_up_point, right_down_point]
 
                     if shape == 'circle':
@@ -146,9 +148,9 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
                             draw.rectangle(two_points, fill=shape_color)
 
                 elif shape == 'triangle':
-                    left = (location_x - current_width / 2.0, location_y + current_height / 2.0)
-                    right = (location_x + current_width / 2.0, location_y + current_height / 2.0)
-                    top = (location_x, location_y - current_height / 2.0)
+                    left = (location_x - static_width / 2.0, location_y + static_height / 2.0)
+                    right = (location_x + static_width / 2.0, location_y + static_height / 2.0)
+                    top = (location_x, location_y - static_height / 2.0)
                     poly_points = [top, left, right]
                     if border_width > 0:
                         try:
@@ -871,7 +873,7 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
     # ----------------------------
     # Main Node Method
     # ----------------------------
-    def drawshapemask(self, coordinates, bg_image, easing_function, easing_path, easing_strength,
+    def drawshapemask(self, coordinates, bg_image,
                       shape_width, shape_height, shape_color, bg_color, blur_radius, shape, intensity,
                       trailing=1.0, border_width=0, border_color='black', frames=None, preview_enabled=True):
         """
@@ -919,7 +921,10 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
         static_points, p_driver_path_processed = self._scale_points_and_drivers(static_points, p_driver_path_raw, coord_width, coord_height, frame_width, frame_height)
 
         # Interpolate p_driver_path to total_frames and apply smoothing
-        # For p_coordinates, use the global parameters passed to the node
+        # For p_coordinates, use the easing parameters from metadata
+        easing_function = meta.get("easing_functions", "in_out")
+        easing_path = meta.get("easing_paths", "full")
+        easing_strength = meta.get("easing_strengths", 1.0)
         if p_coords_use_driver and p_driver_path_processed:
             p_driver_path_processed = self._process_p_driver_path(p_driver_path_processed, total_frames, p_driver_smooth, easing_function, easing_path, easing_strength)
 
@@ -999,9 +1004,9 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
 
         # ----- Build interpolated/resampled animated paths -----
         # Handle different formats for easing parameters - could be single values, lists, or objects
-        easing_functions_meta = meta.get("easing_functions", easing_function)
-        easing_paths_meta = meta.get("easing_paths", easing_path) 
-        easing_strengths_meta = meta.get("easing_strengths", easing_strength)
+        easing_functions_meta = meta.get("easing_functions", "in_out")
+        easing_paths_meta = meta.get("easing_paths", "full") 
+        easing_strengths_meta = meta.get("easing_strengths", 1.0)
         
         processed_coords_list, path_pause_frames, coords_driver_info_list, scales_list = self._build_interpolated_paths(
             coords_list_raw, total_frames,
@@ -1014,6 +1019,23 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
             meta.get("scales", 1.0),
             coord_width, coord_height, frame_width, frame_height
         )
+        
+        # Extract scale for static points (p_coordinates) from scales metadata
+        scales_meta = meta.get("scales", 1.0)
+        static_points_scale = 1.0
+        if isinstance(scales_meta, dict):
+            # New format: {"p": [...], "c": [...]} where "p" is for static points
+            p_scales = scales_meta.get("p", [1.0])
+            if isinstance(p_scales, list) and len(p_scales) > 0:
+                static_points_scale = float(p_scales[0])
+            elif isinstance(p_scales, (int, float)):
+                static_points_scale = float(p_scales)
+        elif isinstance(scales_meta, (int, float)):
+            # Single value for both static and animated (fallback)
+            static_points_scale = float(scales_meta)
+        elif isinstance(scales_meta, list):
+            # List format: first value for static points
+            static_points_scale = float(scales_meta[0]) if scales_meta else 1.0
 
         # Special cases: no animated coords but static points exist -> set batch size accordingly
         if not processed_coords_list:
@@ -1072,6 +1094,15 @@ Locations are center locations. Allows coordinates outside the frame for 'fly-in
             ))
 
         try:
+            # Update args_list to include the static_points_scale parameter
+            updated_args_list = []
+            for args in args_list:
+                # args is a tuple that includes all the parameters for _draw_single_frame_pil
+                # We need to add static_points_scale to the end
+                updated_args = args + (static_points_scale,)
+                updated_args_list.append(updated_args)
+            args_list = updated_args_list
+            
             with concurrent.futures.ThreadPoolExecutor() as executor:
                 results = list(executor.map(lambda p: self._draw_single_frame_pil(*p), args_list))
                 pil_images = results
diff --git a/web/power_spline_editor/graph_query.js b/web/power_spline_editor/graph_query.js
index d8f28c2..6c946b1 100644
--- a/web/power_spline_editor/graph_query.js
+++ b/web/power_spline_editor/graph_query.js
@@ -190,6 +190,19 @@ function findConnectedSourceNode(currentNode, inputName) {
                 target_slot: link.target_slot
             });
 
+            // If the directly connected source node is not an image node, try the deep search approach
+            if (!isImageNode(sourceNode)) {
+                console.log('Direct source node is not an image node, trying deep search...');
+                const deepResult = findDeepSourceNode(currentNode, inputName);
+                if (deepResult) {
+                    console.log('Deep search found an image node:', {
+                        sourceNodeId: deepResult.node.id,
+                        sourceNodeType: deepResult.node.type
+                    });
+                    return deepResult;
+                }
+            }
+
             return {
                 node: sourceNode,
                 origin_slot: link.origin_slot,
@@ -319,11 +332,40 @@ async function extractImageFromSourceNode(sourceNodeObj) {
                 }
                 break;
 
+            case 'ImageResizeKJv2':  // Handle image processing nodes
+            case 'ImageScale':
+            case 'ImageScaleBy':
+            case 'ImageUpscale':
+            case 'ImageCrop':
+                // These nodes might pass through image data from their inputs
+                // Look for image widgets that might contain processed image data
+                if (sourceNode.widgets) {
+                    for (const widget of sourceNode.widgets) {
+                        if ((widget.type === 'image' || widget.name?.includes('image')) && widget.value) {
+                            console.log(`Found image in ${sourceNode.type} widget:`, widget.value);
+                            
+                            if (typeof widget.value === 'string') {
+                                if (widget.value.startsWith('data:') || widget.value.startsWith('http')) {
+                                    return widget.value;
+                                }
+                                return `/view?filename=${encodeURIComponent(widget.value)}&type=temp`;
+                            } else if (typeof widget.value === 'object') {
+                                if (widget.value.filename) {
+                                    return `/view?filename=${encodeURIComponent(widget.value.filename)}&type=temp`;
+                                }
+                            }
+                        }
+                    }
+                }
+                // Even if no direct image found in widgets, the node might still be connected 
+                // to image data that can be accessed through other means
+                break;
+
             default:
                 // For other node types, try to find image-related widgets or properties
                 if (sourceNode.widgets) {
                     for (const widget of sourceNode.widgets) {
-                        if ((widget.type === 'image' || widget.name.includes('image') || 
+                        if ((widget.type === 'image' || widget.name?.includes('image') || 
                              widget.type === 'img' || widget.type === 'file') && widget.value) {
                             console.log(`Found potential image in ${sourceNode.type} widget:`, widget.value);
                             
@@ -428,16 +470,44 @@ async function getReferenceImageFromConnectedNode(currentNode) {
     console.log('Starting reference image query for node:', currentNode);
 
     // Step 1: Find the connected source node for ref_image input
-    const sourceNodeObj = findConnectedSourceNode(currentNode, 'ref_image');
+    let sourceNodeObj = findConnectedSourceNode(currentNode, 'ref_image');
     if (!sourceNodeObj) {
-        console.log('No source node found for ref_image input');
+        console.log('No source node found for ref_image input, trying deep search...');
+        // Try deep search as fallback
+        sourceNodeObj = findDeepSourceNode(currentNode, 'ref_image');
+        if (sourceNodeObj) {
+            console.log('Deep search found a potential image source node:', {
+                sourceNodeId: sourceNodeObj.node.id,
+                sourceNodeType: sourceNodeObj.node.type
+            });
+        }
+    }
+    
+    if (!sourceNodeObj) {
+        console.log('No source node found for ref_image input after deep search');
         return null;
     }
 
     // Step 2: Extract image data from the source node
-    const imageDataUrl = await extractImageFromSourceNode(sourceNodeObj);
+    let imageDataUrl = await extractImageFromSourceNode(sourceNodeObj);
     if (!imageDataUrl) {
-        console.log('No image data found in source node');
+        console.log('No image data found in source node, trying deep search for original image source...');
+        // If we couldn't extract image from the found source node, try to find the original image source via deep search
+        const deepSourceNodeObj = findDeepSourceNode(currentNode, 'ref_image');
+        if (deepSourceNodeObj && deepSourceNodeObj.node.id !== sourceNodeObj.node.id) {
+            console.log('Deep search found alternative source node:', {
+                sourceNodeId: deepSourceNodeObj.node.id,
+                sourceNodeType: deepSourceNodeObj.node.type
+            });
+            imageDataUrl = await extractImageFromSourceNode(deepSourceNodeObj);
+            if (imageDataUrl) {
+                sourceNodeObj = deepSourceNodeObj; // Update the source node for potential logging
+            }
+        }
+    }
+
+    if (!imageDataUrl) {
+        console.log('No image data found in source node after trying alternatives');
         return null;
     }
 
@@ -452,5 +522,125 @@ async function getReferenceImageFromConnectedNode(currentNode) {
     return base64Image;
 }
 
+/**
+ * Recursively find the original source node connected to a specific input
+ * @param {Object} currentNode - The node to start from
+ * @param {string} inputName - Name of the input to trace (e.g., "ref_image")
+ * @param {Set} visited - Internal set to prevent infinite loops
+ * @returns {Object|null} The ultimate source node or null
+ */
+function findDeepSourceNode(currentNode, inputName, visited = new Set()) {
+    const graph = app.graph;
+    if (!graph || !graph.links) return null;
+
+    if (visited.has(currentNode.id)) return null;
+    visited.add(currentNode.id);
+
+    // Get the link object for the input
+    const inputIndex = currentNode.inputs?.findIndex(i => i.name === inputName) ?? -1;
+    if (inputIndex < 0) return null;
+
+    let link = null;
+    // Find the link connected to this input (graph.links is a Map, not an array)
+    if (graph.links && graph.links instanceof Map) {
+        for (const [linkId, linkObj] of graph.links) {
+            if (!linkObj) continue;
+            if (linkObj.target_id === currentNode.id && linkObj.target_slot === inputIndex) {
+                link = linkObj;
+                break;
+            }
+        }
+    } else if (Array.isArray(graph.links)) {
+        // Fallback if links is an array (older format)
+        link = graph.links.find(linkObj => {
+            if (!linkObj) return false;
+            return linkObj.target_id === currentNode.id && linkObj.target_slot === inputIndex;
+        });
+    }
+
+    if (!link) return null;
+
+    const sourceNode = graph._nodes?.find(node => node.id === link.origin_id);
+    if (!sourceNode) return null;
+
+    // Check if the source node contains image data
+    if (isImageNode(sourceNode)) {
+        // Prioritize true image loaders over processors
+        const imageLoaderTypes = ['LoadImage', 'LoadImageUpload'];
+        if (imageLoaderTypes.some(type => sourceNode.type?.includes(type))) {
+            return {
+                node: sourceNode,
+                origin_slot: link.origin_slot,
+                target_slot: link.target_slot
+            };
+        }
+
+        // If this is an image processor, continue looking upstream for the original source
+        if (sourceNode.inputs) {
+            for (const input of sourceNode.inputs) {
+                const deeper = findDeepSourceNode(sourceNode, input.name, new Set(visited)); // Use a copy of visited set for each branch
+                if (deeper) {
+                    return deeper; // Return the original source found upstream
+                }
+            }
+        }
+        
+        // If no original source found upstream, return this processor as fallback
+        return {
+            node: sourceNode,
+            origin_slot: link.origin_slot,
+            target_slot: link.target_slot
+        };
+    }
+
+    // If not an image node, recursively check each input of the source node for possible image connections
+    if (sourceNode.inputs) {
+        for (const input of sourceNode.inputs) {
+            const deeper = findDeepSourceNode(sourceNode, input.name, new Set(visited)); // Use a copy of visited set for each branch
+            if (deeper) return deeper;
+        }
+    }
+
+    return null;
+}
+
+/**
+ * Check if a node is likely to contain image data
+ * @param {Object} node - The node to check
+ * @returns {boolean} Whether the node is likely to contain image data
+ */
+function isImageNode(node) {
+    // Check node type for common image-related nodes
+    const imageNodeTypes = [
+        'LoadImage', 'LoadImageUpload', 'VAEDecode', 'PreviewImage', 'SaveImage',
+        'ImageScale', 'ImageScaleBy', 'ImageResizeKJv2', 'ImageUpscale', 'ImageCrop', 
+        'ImagePadForOutpaint', 'ImageBatch', 'ImageBlend', 'ImageBlur', 'ImageColorToBW',
+        'ImageFlip', 'ImageOnlyCheckpointLoader', 'ImageApplyProcessing'
+    ];
+    if (imageNodeTypes.some(type => node.type && node.type.includes(type))) {
+        return true;
+    }
+
+    // Check if node has IMAGE type outputs
+    if (node.outputs) {
+        for (const output of node.outputs) {
+            if (output.type === 'IMAGE' || (output.name && (output.name.includes('IMAGE') || output.name.toLowerCase().includes('image')))) {
+                return true;
+            }
+        }
+    }
+
+    // Check if node has image-related widgets
+    if (node.widgets) {
+        for (const widget of node.widgets) {
+            if (widget.type === 'image' || (widget.name && widget.name.toLowerCase().includes('image'))) {
+                return true;
+            }
+        }
+    }
+
+    return false;
+}
+
 // Export functions for use in other modules
-export { findConnectedSourceNode, extractImageFromSourceNode, loadImageAsBase64, getReferenceImageFromConnectedNode };
\ No newline at end of file
+export { findConnectedSourceNode, findDeepSourceNode, extractImageFromSourceNode, loadImageAsBase64, getReferenceImageFromConnectedNode };
\ No newline at end of file

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