diff --git a/package-lock.json b/package-lock.json
index f514704cbea39928a9482df51d7f9b39ec68d9c0..451f87bb0a5215e1634cd428047815f3b489175c 100644
--- a/package-lock.json
+++ b/package-lock.json
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@@ -374,6 +395,11 @@
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     "node_modules/socks-proxy-agent": {
-      "version": "8.0.1",
-      "resolved": "https://registry.npmjs.org/socks-proxy-agent/-/socks-proxy-agent-8.0.1.tgz",
-      "integrity": "sha512-59EjPbbgg8U3x62hhKOFVAmySQUcfRQ4C7Q/D5sEHnZTQRrQlNKINks44DMR1gwXp0p4LaVIeccX2KHTTcHVqQ==",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/socks-proxy-agent/-/socks-proxy-agent-7.0.0.tgz",
+      "integrity": "sha512-Fgl0YPZ902wEsAyiQ+idGd1A7rSFx/ayC1CQVMw5P+EQx2V0SgpGtf6OKFhVjPflPUl9YMmEOnmfjCdMUsygww==",
       "dependencies": {
-        "agent-base": "^7.0.1",
-        "debug": "^4.3.4",
-        "socks": "^2.7.1"
+        "agent-base": "^6.0.2",
+        "debug": "^4.3.3",
+        "socks": "^2.6.2"
       },
       "engines": {
-        "node": ">= 14"
+        "node": ">= 10"
       }
     },
     "node_modules/socks-proxy-agent/node_modules/debug": {
@@ -5013,9 +4939,9 @@
       }
     },
     "node_modules/sprintf-js": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.2.tgz",
-      "integrity": "sha512-VE0SOVEHCk7Qc8ulkWw3ntAzXuqf7S2lvwQaDLRnUeIEaKNQJzV6BwmLKhOqT61aGhfUMrXeaBk+oDGCzvhcug=="
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
+      "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA=="
     },
     "node_modules/sshpk": {
       "version": "1.17.0",
@@ -5042,16 +4968,24 @@
       }
     },
     "node_modules/ssri": {
-      "version": "10.0.4",
-      "resolved": "https://registry.npmjs.org/ssri/-/ssri-10.0.4.tgz",
-      "integrity": "sha512-12+IR2CB2C28MMAw0Ncqwj5QbTcs0nGIhgJzYWzDkb21vWmfNI83KS4f3Ci6GI98WreIfG7o9UXp3C0qbpA8nQ==",
+      "version": "10.0.5",
+      "resolved": "https://registry.npmjs.org/ssri/-/ssri-10.0.5.tgz",
+      "integrity": "sha512-bSf16tAFkGeRlUNDjXu8FzaMQt6g2HZJrun7mtMbIPOddxt3GLMSz5VWUWcqTJUPfLEaDIepGxv+bYQW49596A==",
       "dependencies": {
-        "minipass": "^5.0.0"
+        "minipass": "^7.0.3"
       },
       "engines": {
         "node": "^14.17.0 || ^16.13.0 || >=18.0.0"
       }
     },
+    "node_modules/ssri/node_modules/minipass": {
+      "version": "7.0.4",
+      "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.0.4.tgz",
+      "integrity": "sha512-jYofLM5Dam9279rdkWzqHozUo4ybjdZmCsDHePy5V/PbBcVMiSZR97gmAy45aqi8CK1lG2ECd356FU86avfwUQ==",
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      }
+    },
     "node_modules/statuses": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.1.tgz",
@@ -5061,9 +4995,9 @@
       }
     },
     "node_modules/streamx": {
-      "version": "2.15.0",
-      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.15.0.tgz",
-      "integrity": "sha512-HcxY6ncGjjklGs1xsP1aR71INYcsXFJet5CU1CHqihQ2J5nOsbd4OjgjHO42w/4QNv9gZb3BueV+Vxok5pLEXg==",
+      "version": "2.15.1",
+      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.15.1.tgz",
+      "integrity": "sha512-fQMzy2O/Q47rgwErk/eGeLu/roaFWV0jVsogDmrszM9uIw8L5OA+t+V93MgYlufNptfjmYR1tOMWhei/Eh7TQA==",
       "dependencies": {
         "fast-fifo": "^1.1.0",
         "queue-tick": "^1.0.1"
@@ -5166,9 +5100,9 @@
       }
     },
     "node_modules/tar": {
-      "version": "6.1.15",
-      "resolved": "https://registry.npmjs.org/tar/-/tar-6.1.15.tgz",
-      "integrity": "sha512-/zKt9UyngnxIT/EAGYuxaMYgOIJiP81ab9ZfkILq4oNLPFX50qyYmu7jRj9qeXoxmJHjGlbH0+cm2uy1WCs10A==",
+      "version": "6.2.0",
+      "resolved": "https://registry.npmjs.org/tar/-/tar-6.2.0.tgz",
+      "integrity": "sha512-/Wo7DcT0u5HUV486xg675HtjNd3BXZ6xDbzsCUZPt5iw8bTQ63bP0Raut3mvro9u+CUyq7YQd8Cx55fsZXxqLQ==",
       "dependencies": {
         "chownr": "^2.0.0",
         "fs-minipass": "^2.0.0",
@@ -5182,23 +5116,34 @@
       }
     },
     "node_modules/tar-fs": {
-      "version": "3.0.3",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.0.3.tgz",
-      "integrity": "sha512-ZK36riGYnFI6LujIBfBRoDfeaaWUkStIFKwtPjnDWCKnsDE9kuQthG09aQjLjpzoRtVElEMZ/AIAURNb7N9mkA==",
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.1.tgz",
+      "integrity": "sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng==",
       "dependencies": {
+        "chownr": "^1.1.1",
         "mkdirp-classic": "^0.5.2",
         "pump": "^3.0.0",
-        "tar-stream": "^3.1.0"
+        "tar-stream": "^2.1.4"
       }
     },
+    "node_modules/tar-fs/node_modules/chownr": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
+      "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg=="
+    },
     "node_modules/tar-stream": {
-      "version": "3.1.6",
-      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-3.1.6.tgz",
-      "integrity": "sha512-B/UyjYwPpMBv+PaFSWAmtYjwdrlEaZQEhMIBFNC5oEG8lpiW8XjcSdmEaClj28ArfKScKHs2nshz3k2le6crsg==",
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-2.2.0.tgz",
+      "integrity": "sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==",
       "dependencies": {
-        "b4a": "^1.6.4",
-        "fast-fifo": "^1.2.0",
-        "streamx": "^2.15.0"
+        "bl": "^4.0.3",
+        "end-of-stream": "^1.4.1",
+        "fs-constants": "^1.0.0",
+        "inherits": "^2.0.3",
+        "readable-stream": "^3.1.1"
+      },
+      "engines": {
+        "node": ">=6"
       }
     },
     "node_modules/tar/node_modules/fs-minipass": {
@@ -5360,9 +5305,9 @@
       }
     },
     "node_modules/tslib": {
-      "version": "2.6.0",
-      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.6.0.tgz",
-      "integrity": "sha512-7At1WUettjcSRHXCyYtTselblcHl9PJFFVKiCAy/bY97+BPZXSQ2wbq0P9s8tK2G7dFQfNnlJnPAiArVBVBsfA=="
+      "version": "2.6.2",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.6.2.tgz",
+      "integrity": "sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q=="
     },
     "node_modules/tts-react": {
       "version": "3.0.1",
@@ -5393,17 +5338,6 @@
       "resolved": "https://registry.npmjs.org/tweetnacl/-/tweetnacl-0.14.5.tgz",
       "integrity": "sha512-KXXFFdAbFXY4geFIwoyNK+f5Z1b7swfXABfL7HXCmoIWMKU3dmS26672A4EeQtDzLKy7SXmfBu51JolvEKwtGA=="
     },
-    "node_modules/type-check": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.3.2.tgz",
-      "integrity": "sha512-ZCmOJdvOWDBYJlzAoFkC+Q0+bUyEOS1ltgp1MGU03fqHG+dbi9tBFU2Rd9QKiDZFAYrhPh2JUf7rZRIuHRKtOg==",
-      "dependencies": {
-        "prelude-ls": "~1.1.2"
-      },
-      "engines": {
-        "node": ">= 0.8.0"
-      }
-    },
     "node_modules/type-is": {
       "version": "1.6.18",
       "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
@@ -5431,9 +5365,9 @@
       }
     },
     "node_modules/typescript": {
-      "version": "5.1.6",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.1.6.tgz",
-      "integrity": "sha512-zaWCozRZ6DLEWAWFrVDz1H6FVXzUSfTy5FUMWsQlU8Ym5JP9eO4xkTIROFCQvhQf61z6O/G6ugw3SgAnvvm+HA==",
+      "version": "5.2.2",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.2.2.tgz",
+      "integrity": "sha512-mI4WrpHsbCIcwT9cF4FZvr80QUeKvsUsUvKDoR+X/7XHQH98xYD8YHZg7ANtz2GtZt/CBq2QJ0thkGJMHfqc1w==",
       "peer": true,
       "bin": {
         "tsc": "bin/tsc",
@@ -5537,9 +5471,13 @@
       }
     },
     "node_modules/uuid": {
-      "version": "9.0.0",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.0.tgz",
-      "integrity": "sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg==",
+      "version": "9.0.1",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
+      "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
       "bin": {
         "uuid": "dist/bin/uuid"
       }
@@ -5581,21 +5519,6 @@
         "extsprintf": "^1.2.0"
       }
     },
-    "node_modules/vm2": {
-      "version": "3.9.19",
-      "resolved": "https://registry.npmjs.org/vm2/-/vm2-3.9.19.tgz",
-      "integrity": "sha512-J637XF0DHDMV57R6JyVsTak7nIL8gy5KH4r1HiwWLf/4GBbb5MKL5y7LpmF4A8E2nR6XmzpmMFQ7V7ppPTmUQg==",
-      "dependencies": {
-        "acorn": "^8.7.0",
-        "acorn-walk": "^8.2.0"
-      },
-      "bin": {
-        "vm2": "bin/vm2"
-      },
-      "engines": {
-        "node": ">=6.0"
-      }
-    },
     "node_modules/weakmap-shim": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/weakmap-shim/-/weakmap-shim-1.1.1.tgz",
@@ -5642,14 +5565,6 @@
         "string-width": "^1.0.2 || 2 || 3 || 4"
       }
     },
-    "node_modules/word-wrap": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
-      "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
     "node_modules/wrap-ansi": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
@@ -5749,9 +5664,9 @@
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
     },
     "node_modules/ws": {
-      "version": "8.13.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.13.0.tgz",
-      "integrity": "sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==",
+      "version": "8.14.2",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.2.tgz",
+      "integrity": "sha512-wEBG1ftX4jcglPxgFCMJmZ2PLtSbJ2Peg6TmpJFTbe9GZYOQCDPdMYu/Tm0/bGZkw8paZnJY45J4K2PZrLYq8g==",
       "engines": {
         "node": ">=10.0.0"
       },
@@ -5790,9 +5705,9 @@
       "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
     },
     "node_modules/yaml": {
-      "version": "2.3.1",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.1.tgz",
-      "integrity": "sha512-2eHWfjaoXgTBC2jNM1LRef62VQa0umtvRiDSk6HSzW7RvS5YtkabJrwYLLEKWBc8a5U2PTSCs+dJjUTJdlHsWQ==",
+      "version": "2.3.2",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.2.tgz",
+      "integrity": "sha512-N/lyzTPaJasoDmfV7YTrYCI0G/3ivm/9wdG0aHuheKowWQwGTsK0Eoiw6utmzAnI6pkJa0DUVygvp3spqqEKXg==",
       "engines": {
         "node": ">= 14"
       }
diff --git a/src/index.mts b/src/index.mts
index 65e9d2f69b9c6b04d68b56e6f280b7ab39970688..46ee66917d82bf0048a58b63a129745f92c329d7 100644
--- a/src/index.mts
+++ b/src/index.mts
@@ -5,7 +5,7 @@ import { validate as uuidValidate } from "uuid"
 import express from "express"
 import { Video, VideoStatus, VideoAPIRequest, RenderRequest, RenderedScene, ImageAnalysisRequest, ImageAnalysisResponse, SoundAnalysisResponse, SoundAnalysisRequest } from "./types.mts"
 
-import { parseVideoRequest } from "./utils/parseVideoRequest.mts"
+import { parseVideoRequest } from "./utils/requests/parseVideoRequest.mts"
 import { savePendingVideo } from "./scheduler/savePendingVideo.mts"
 import { getVideo } from "./scheduler/getVideo.mts"
 import { main } from "./main.mts"
@@ -15,15 +15,16 @@ import { markVideoAsToAbort } from "./scheduler/markVideoAsToAbort.mts"
 import { markVideoAsToPause } from "./scheduler/markVideoAsToPause.mts"
 import { markVideoAsPending } from "./scheduler/markVideoAsPending.mts"
 import { getPendingVideos } from "./scheduler/getPendingVideos.mts"
-import { hasValidAuthorization } from "./utils/hasValidAuthorization.mts"
+import { hasValidAuthorization } from "./utils/requests/hasValidAuthorization.mts"
 import { getAllVideosForOwner } from "./scheduler/getAllVideosForOwner.mts"
-import { initFolders } from "./initFolders.mts"
-import { sortVideosByYoungestFirst } from "./utils/sortVideosByYoungestFirst.mts"
+import { initFolders } from "./utils/filesystem/initFolders.mts"
+import { sortVideosByYoungestFirst } from "./scheduler/sortVideosByYoungestFirst.mts"
 import { getRenderedScene, renderScene } from "./production/renderScene.mts"
-import { parseRenderRequest } from "./utils/parseRenderRequest.mts"
-import { loadRenderedSceneFromCache } from "./utils/loadRenderedSceneFromCache.mts"
-import { analyzeImage } from "./analysis/analyzeImageWithIDEFICSAndNastyHack.mts"
-import { upscaleImage } from "./utils/upscaleImage.mts"
+import { parseRenderRequest } from "./utils/requests/parseRenderRequest.mts"
+import { loadRenderedSceneFromCache } from "./utils/requests/loadRenderedSceneFromCache.mts"
+
+import { upscaleImage } from "./providers/image-upscaling/upscaleImage.mts"
+import { analyzeImage } from "./providers/image-caption/analyzeImageWithIDEFICSAndNastyHack.mts"
 // import { speechToText } from "./speechToText/speechToTextWithWhisperLib.mts"
 
 initFolders()
@@ -624,6 +625,62 @@ app.get("/:ownerId", async (req, res) => {
   }
 })
 
+// caption an audio sample
+app.post("/audio/caption", async (req, res) => {
+
+  if (!hasValidAuthorization(req.headers)) {
+    console.log("Invalid authorization")
+    res.status(401)
+    res.write(JSON.stringify({ error: "invalid token" }))
+    res.end()
+    return
+  }
+
+  const image = `${req.body.image}`
+
+  if (!image) {
+    console.error("invalid input image")
+    res.status(400)
+    res.write(JSON.stringify({ error: `invalid input image` }))
+    res.end()
+    return
+  }
+
+  let response = {
+    caption: "",
+    error: "",
+  }
+
+  let caption = ""
+  try {
+    try {
+      caption = await audioToCaption(audio, req.body.factor)
+    } catch (err) {
+      // hmm.. let's try again?
+      try {
+        caption = await audioToCaption(audio, req.body.factor)
+      } catch (err) {
+        throw new Error(`second attempt to caption the audio failed (${err})`)
+      }
+    }
+    if (!caption) {
+      throw new Error(`no caption to return`)
+    }
+
+    response.caption = caption
+    res.status(200)
+    res.write(JSON.stringify(response))
+    res.end()
+    return
+  } catch (err) {
+    response.error = `${err}`
+    console.error(`${err}`)
+    res.status(500)
+    res.write(JSON.stringify(response))
+    res.end()
+  }
+})
+
 // get all pending videos - this is for admin usage only
 app.get("/", async (req, res) => {
   if (!hasValidAuthorization(req.headers)) {
diff --git a/src/main.mts b/src/main.mts
index 272fdcdc6ee6c93ffdb49b6200707dd3d32083dd..c757e8617af898f47ffd0502347416ac0925813d 100644
--- a/src/main.mts
+++ b/src/main.mts
@@ -1,7 +1,7 @@
-import { initFolders } from "./initFolders.mts"
+
 import { getPendingVideos } from "./scheduler/getPendingVideos.mts"
 import { processVideo } from "./scheduler/processVideo.mts"
-import { sortPendingVideosByLeastCompletedFirst } from "./utils/sortPendingVideosByLeastCompletedFirst.mts"
+import { sortPendingVideosByLeastCompletedFirst } from "./scheduler/sortPendingVideosByLeastCompletedFirst.mts"
 
 export const main = async () => {
 
diff --git a/src/production/assembleShots.mts b/src/production/assembleShots.mts
index 772929cee1428db08c94ec8e22ede60a189cbdde..3fc91857749057aa1f92434d319696ee6b37b08d 100644
--- a/src/production/assembleShots.mts
+++ b/src/production/assembleShots.mts
@@ -2,7 +2,7 @@ import path from "node:path"
 
 // due to Docker issues, we disable OpenGL transitions for now
 // import concat from 'ffmpeg-concat'
-import concat from './concatNoGL.mts'
+import concat from '../utils/video/concatNoGL.mts'
 
 import { VideoShot } from '../types.mts'
 import { pendingFilesDirFilePath } from "../config.mts"
diff --git a/src/production/postInterpolation.mts b/src/production/postInterpolation.mts
index a0202baeb4b68a426c4620385d001f6057176dd4..8fa111b15060a7fd8d8b83c2cf332d7c05514cba 100644
--- a/src/production/postInterpolation.mts
+++ b/src/production/postInterpolation.mts
@@ -3,7 +3,7 @@ import path from "node:path"
 import { v4 as uuidv4 } from "uuid"
 import tmpDir from "temp-dir"
 import ffmpeg from "fluent-ffmpeg"
-import { moveFileFromTmpToPending } from "../utils/moveFileFromTmpToPending.mts"
+import { moveFileFromTmpToPending } from "../utils/filesystem/moveFileFromTmpToPending.mts"
 import { pendingFilesDirFilePath } from "../config.mts"
 
 export const postInterpolation = async (fileName: string, durationMs: number, nbFrames: number, noiseAmount: number): Promise<string> => {
diff --git a/src/production/renderImage.mts b/src/production/renderImage.mts
index 66fe3e50e22ba5efe5d4f7845eae81bfc2537aac..9e5c1789dfbfe953ca3ff92a761d7666ca65dbb0 100644
--- a/src/production/renderImage.mts
+++ b/src/production/renderImage.mts
@@ -1,6 +1,6 @@
+import { generateImageSDXLAsBase64 } from "../providers/image-generation/generateImageSDXL.mts"
+import { generateImageSDXL360AsBase64 } from "../providers/image-generation/generateImageSDXL360.mts"
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { generateImageSDXLAsBase64 } from "../utils/generateImageSDXL.mts"
-import { generateImageSDXL360AsBase64 } from "../utils/generateImageSDXL360.mts"
 
 export async function renderImage(
   request: RenderRequest,
diff --git a/src/production/renderImageAnalysis.mts b/src/production/renderImageAnalysis.mts
index 86b2890ab88d90c2bc6e87105b47e003098baf27..be789c99de110e13923f0b57180b6f8ff9eb0c8d 100644
--- a/src/production/renderImageAnalysis.mts
+++ b/src/production/renderImageAnalysis.mts
@@ -1,6 +1,6 @@
-import { analyzeImage } from "../analysis/analyzeImageWithIDEFICSAndNastyHack.mts"
+
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { upscaleImage } from "../utils/upscaleImage.mts"
+import { analyzeImage } from "../providers/image-caption/analyzeImageWithIDEFICSAndNastyHack.mts"
 
 export async function renderImageAnalysis(
   request: RenderRequest,
diff --git a/src/production/renderImageSegmentation.mts b/src/production/renderImageSegmentation.mts
index 37aafc308485187b3585d140e123614463c59cb9..6c1fd16eddf2631ea95213dba67e772025b17b16 100644
--- a/src/production/renderImageSegmentation.mts
+++ b/src/production/renderImageSegmentation.mts
@@ -4,8 +4,9 @@ import { v4 as uuidv4 } from "uuid"
 import tmpDir from "temp-dir"
 
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { segmentImage } from "../utils/segmentImage.mts"
-import { writeBase64ToFile } from "../utils/writeBase64ToFile.mts"
+
+import { writeBase64ToFile } from "../utils/filesystem/writeBase64ToFile.mts"
+import { segmentImage } from "../providers/image-segmentation/segmentImage.mts"
 
 
 export async function renderImageSegmentation(
diff --git a/src/production/renderImageUpscaling.mts b/src/production/renderImageUpscaling.mts
index 61e0f58c555c2825cb226314ef7f9722bb8546ad..f255a8829b154ad6142db197160a371ebc4d71d2 100644
--- a/src/production/renderImageUpscaling.mts
+++ b/src/production/renderImageUpscaling.mts
@@ -1,5 +1,5 @@
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { upscaleImage } from "../utils/upscaleImage.mts"
+import { upscaleImage } from "../providers/image-upscaling/upscaleImage.mts"
 
 export async function renderImageUpscaling(
   request: RenderRequest,
diff --git a/src/production/renderPipeline.mts b/src/production/renderPipeline.mts
index 73801e25bc95171b810e480f9e45717f69b5d6bd..ed1aed1aabc27e5a8ab36a50c901e479ec98e675 100644
--- a/src/production/renderPipeline.mts
+++ b/src/production/renderPipeline.mts
@@ -6,7 +6,7 @@ import { renderVideo } from "./renderVideo.mts"
 import { renderImageSegmentation } from "./renderImageSegmentation.mts"
 import { renderVideoSegmentation } from "./renderVideoSegmentation.mts"
 import { renderImageUpscaling } from "./renderImageUpscaling.mts"
-import { saveRenderedSceneToCache } from "../utils/saveRenderedSceneToCache.mts"
+import { saveRenderedSceneToCache } from "../utils/filesystem/saveRenderedSceneToCache.mts"
 import { renderImageAnalysis } from "./renderImageAnalysis.mts"
 
 export async function renderPipeline(request: RenderRequest, response: RenderedScene) {
diff --git a/src/production/renderVideo.mts b/src/production/renderVideo.mts
index feb00e0caaead75f13af52ce307e511376f3bb99..eb05b1302825f09fad4bb9229813920f4a69aec1 100644
--- a/src/production/renderVideo.mts
+++ b/src/production/renderVideo.mts
@@ -1,5 +1,5 @@
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { generateVideo } from "./generateVideo.mts"
+import { generateVideo } from "../providers/video-generation/generateVideo.mts"
 
 export async function renderVideo(
   request: RenderRequest,
diff --git a/src/production/renderVideoSegmentation.mts b/src/production/renderVideoSegmentation.mts
index 9d60a62ffc1c3a7a76caf18c581b7bcd91d7e5b7..c367d223f25d937ee76bc8dfaead6448c226b744 100644
--- a/src/production/renderVideoSegmentation.mts
+++ b/src/production/renderVideoSegmentation.mts
@@ -1,9 +1,9 @@
 import { v4 as uuidv4 } from "uuid"
 
 import { RenderedScene, RenderRequest } from "../types.mts"
-import { downloadFileToTmp } from "../utils/downloadFileToTmp.mts"
-import { getFirstVideoFrame } from "../utils/getFirstVideoFrame.mts"
-import { segmentImage } from "../utils/segmentImage.mts"
+import { downloadFileToTmp } from "../utils/download/downloadFileToTmp.mts"
+import { getFirstVideoFrame } from "../scheduler/getFirstVideoFrame.mts"
+import { segmentImage } from "../providers/image-segmentation/segmentImage.mts"
 
 export async function renderVideoSegmentation(
   request: RenderRequest,
diff --git a/src/production/generateAudio.mts b/src/providers/audio-generation/generateAudio.mts
similarity index 91%
rename from src/production/generateAudio.mts
rename to src/providers/audio-generation/generateAudio.mts
index 2a1d04dbe39e20bcaaa0a1aa7c2970d515d4fb5c..697cdab7099344986016a9fe984a5b137d7326e8 100644
--- a/src/production/generateAudio.mts
+++ b/src/providers/audio-generation/generateAudio.mts
@@ -1,8 +1,8 @@
 import { v4 as uuidv4 } from "uuid"
 import puppeteer from "puppeteer"
 
-import { downloadFileToTmp } from "../utils/downloadFileToTmp.mts"
-import { moveFileFromTmpToPending } from "../utils/moveFileFromTmpToPending.mts"
+import { downloadFileToTmp } from "../../utils/download/downloadFileToTmp.mts"
+import { moveFileFromTmpToPending } from "../../utils/filesystem/moveFileFromTmpToPending.mts"
 
 export const state = {
   load: 0,
diff --git a/src/production/generateAudioLegacy.mts b/src/providers/audio-generation/generateAudioLegacy.mts
similarity index 95%
rename from src/production/generateAudioLegacy.mts
rename to src/providers/audio-generation/generateAudioLegacy.mts
index b2a967ce2f6d9cc9770e66dd3f10b1e5f73175b5..fa6de74630502996301d416e0503a30235898c64 100644
--- a/src/production/generateAudioLegacy.mts
+++ b/src/providers/audio-generation/generateAudioLegacy.mts
@@ -1,6 +1,6 @@
 import { client } from '@gradio/client'
 
-import { generateSeed } from "../utils/generateSeed.mts"
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
 
 export const state = {
   load: 0
diff --git a/src/production/generateActor.mts b/src/providers/character-model/generateActor.mts
similarity index 100%
rename from src/production/generateActor.mts
rename to src/providers/character-model/generateActor.mts
diff --git a/src/analysis/analyzeImageWithIDEFICS.mts b/src/providers/image-caption/analyzeImageWithIDEFICS.mts
similarity index 100%
rename from src/analysis/analyzeImageWithIDEFICS.mts
rename to src/providers/image-caption/analyzeImageWithIDEFICS.mts
diff --git a/src/analysis/analyzeImageWithIDEFICSAndNastyHack.mts b/src/providers/image-caption/analyzeImageWithIDEFICSAndNastyHack.mts
similarity index 92%
rename from src/analysis/analyzeImageWithIDEFICSAndNastyHack.mts
rename to src/providers/image-caption/analyzeImageWithIDEFICSAndNastyHack.mts
index 98cf843b6447c73096fdb836bd10b5cf2fa7d52e..3b02f9cb39f57d97d38a8636c1c0bf613e8a3dba 100644
--- a/src/analysis/analyzeImageWithIDEFICSAndNastyHack.mts
+++ b/src/providers/image-caption/analyzeImageWithIDEFICSAndNastyHack.mts
@@ -23,9 +23,9 @@ import { v4 as uuidv4 } from "uuid"
 import tmpDir from "temp-dir"
 import puppeteer from "puppeteer"
 
-import { writeBase64ToFile } from "../utils/writeBase64ToFile.mts"
-import { sleep } from "../utils/sleep.mts"
-import { deleteFileIfExists } from "../utils/deleteFileIfExists.mts"
+import { writeBase64ToFile } from "../../utils/filesystem/writeBase64ToFile.mts"
+import { sleep } from "../../utils/misc/sleep.mts"
+import { deleteFileIfExists } from "../../utils/filesystem/deleteFileIfExists.mts"
 
 const instances: string[] = [
   `${process.env.VC_ANALYSIS_SPACE_API_URL || ""}`,
diff --git a/src/utils/generateImage.mts b/src/providers/image-generation/generateImage.mts
similarity index 90%
rename from src/utils/generateImage.mts
rename to src/providers/image-generation/generateImage.mts
index 7309440b8f527c4392abec11d585e7b9cf023e1c..3c23239a86733c093c0eafd1a16c06cee8820931 100644
--- a/src/utils/generateImage.mts
+++ b/src/providers/image-generation/generateImage.mts
@@ -1,7 +1,7 @@
 import { HfInference } from "@huggingface/inference"
 
-import { getValidNumber } from "./getValidNumber.mts"
-import { generateSeed } from "./generateSeed.mts"
+import { getValidNumber } from "../../utils/validators/getValidNumber.mts"
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
 
 const hf = new HfInference(process.env.VC_HF_API_TOKEN)
 
diff --git a/src/utils/generateImageSDXL.mts b/src/providers/image-generation/generateImageSDXL.mts
similarity index 96%
rename from src/utils/generateImageSDXL.mts
rename to src/providers/image-generation/generateImageSDXL.mts
index c5a86797812d2842329889585e2ba14277511c49..70a5bb3bd9b1d15b6a0281ed3b092b4ef978437b 100644
--- a/src/utils/generateImageSDXL.mts
+++ b/src/providers/image-generation/generateImageSDXL.mts
@@ -1,7 +1,7 @@
 import { client } from "@gradio/client"
 
-import { generateSeed } from "../utils/generateSeed.mts"
-import { getValidNumber } from "./getValidNumber.mts"
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
+import { getValidNumber } from "../../utils/validators/getValidNumber.mts"
 
 // note: to reduce costs we use the small A10s
 // anyway, we will soon not need to use this cloud anymore 
diff --git a/src/utils/generateImageSDXL360.mts b/src/providers/image-generation/generateImageSDXL360.mts
similarity index 95%
rename from src/utils/generateImageSDXL360.mts
rename to src/providers/image-generation/generateImageSDXL360.mts
index 9e71c2c3eaaa2da02230aed769cdaac574d592ea..e45eaa360b93e149e6bf483fc63b8fc5a054ef80 100644
--- a/src/utils/generateImageSDXL360.mts
+++ b/src/providers/image-generation/generateImageSDXL360.mts
@@ -1,7 +1,7 @@
 import { client } from "@gradio/client"
 
-import { generateSeed } from "../utils/generateSeed.mts"
-import { getValidNumber } from "./getValidNumber.mts"
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
+import { getValidNumber } from "../../utils/validators/getValidNumber.mts"
 
 // we don't use replicas yet, because it ain't easy to get their hostname
 const instances: string[] = [
diff --git a/src/utils/segmentImage.mts b/src/providers/image-segmentation/segmentImage.mts
similarity index 91%
rename from src/utils/segmentImage.mts
rename to src/providers/image-segmentation/segmentImage.mts
index 9eba2405674c258444b54beb9f42eefafc2da635..4f5b88ed85fe6eeb34eaefb86d1297ff57b73137 100644
--- a/src/utils/segmentImage.mts
+++ b/src/providers/image-segmentation/segmentImage.mts
@@ -1,9 +1,9 @@
 import puppeteer from "puppeteer"
 
-import { sleep } from "./sleep.mts"
-import { ImageSegment } from "../types.mts"
-import { downloadImageAsBase64 } from "./downloadFileAsBase64.mts"
-import { resizeBase64Image } from "./resizeBase64Image.mts"
+import { sleep } from "../../utils/misc/sleep.mts"
+import { ImageSegment } from "../../types.mts"
+import { downloadImageAsBase64 } from "../../utils/download/downloadFileAsBase64.mts"
+import { resizeBase64Image } from "../../utils/image/resizeBase64Image.mts"
 
 // we don't use replicas yet, because it ain't easy to get their hostname
 const instances: string[] = [
diff --git a/src/utils/segmentImageFromURL.mts b/src/providers/image-segmentation/segmentImageFromURL.mts
similarity index 64%
rename from src/utils/segmentImageFromURL.mts
rename to src/providers/image-segmentation/segmentImageFromURL.mts
index eb74f363e8f84a9d94f746023eeb00eb28b5fdae..a81c45c629ad6814b47ca9120d4ed9655af5c6b4 100644
--- a/src/utils/segmentImageFromURL.mts
+++ b/src/providers/image-segmentation/segmentImageFromURL.mts
@@ -1,12 +1,12 @@
 import { v4 as uuidv4 } from "uuid"
 
-import { downloadFileToTmp } from "./downloadFileToTmp.mts"
+import { downloadFileToTmp } from "../../utils/download/downloadFileToTmp.mts"
 import { segmentImage } from "./segmentImage.mts"
 
 // TODO we should use an inference endpoint instead
 
-// note: on a large T4 (8 vCPU)
-// it takes about 30 seconds to compute
+// WARNING: this function is currently unused
+// if you do attempt to use it, please check the hardcoded 1024x1024 thing line 21, and refactor it to your needs
 export async function segmentImageFromURL(
   inputUrl: string,
   actionnables: string[]
@@ -18,7 +18,7 @@ export async function segmentImageFromURL(
   const tmpFileName = `${uuidv4()}`
   const tmpFilePath = await downloadFileToTmp(inputUrl, tmpFileName)
 
-  const results = await segmentImage(tmpFilePath, actionnables)
+  const results = await segmentImage(tmpFilePath, actionnables, 1024, 1024)
 
   console.log("image has been segmented!", results)
   return results
diff --git a/src/utils/upscaleImage.mts b/src/providers/image-upscaling/upscaleImage.mts
similarity index 96%
rename from src/utils/upscaleImage.mts
rename to src/providers/image-upscaling/upscaleImage.mts
index 733a0373d18ed14bfa7ef61c04b40c61e1a7e20b..672f107316dfb12452d9625e001cdae98bc33c46 100644
--- a/src/utils/upscaleImage.mts
+++ b/src/providers/image-upscaling/upscaleImage.mts
@@ -1,7 +1,7 @@
 
 import { client } from "@gradio/client"
 
-import { getValidNumber } from "./getValidNumber.mts"
+import { getValidNumber } from "../../utils/validators/getValidNumber.mts"
 
 // we don't use replicas yet, because it ain't easy to get their hostname
 const instances: string[] = [
diff --git a/src/llm/enrichVideoSpecsUsingLLM.mts b/src/providers/language-model/enrichVideoSpecsUsingLLM.mts
similarity index 90%
rename from src/llm/enrichVideoSpecsUsingLLM.mts
rename to src/providers/language-model/enrichVideoSpecsUsingLLM.mts
index 4a70b6fb1f1b581a754a752e2b6673965bac3386..3b0381f63cfef0003f316a805aab4cfeadaed634 100644
--- a/src/llm/enrichVideoSpecsUsingLLM.mts
+++ b/src/providers/language-model/enrichVideoSpecsUsingLLM.mts
@@ -1,11 +1,11 @@
 import { ChatCompletionRequestMessage } from "openai"
 
-import { Video, VideoAPIRequest } from "../types.mts"
+import { Video, VideoAPIRequest } from "../../types.mts"
 import { generateYAML } from "./openai/generateYAML.mts"
 import { HallucinatedVideoRequest, OpenAIErrorResponse } from "./types.mts"
-import { getQueryChatMessages } from "../preproduction/prompts.mts"
-import { getValidNumber } from "../utils/getValidNumber.mts"
-import { parseShotRequest } from "../utils/parseShotRequest.mts"
+import { getQueryChatMessages } from "../../preproduction/prompts.mts"
+import { getValidNumber } from "../../utils/validators/getValidNumber.mts"
+import { parseShotRequest } from "../../utils/requests/parseShotRequest.mts"
 
 
 export const enrichVideoSpecsUsingLLM = async (video: Video): Promise<Video> => {
diff --git a/src/llm/openai/createChatCompletion.mts b/src/providers/language-model/openai/createChatCompletion.mts
similarity index 100%
rename from src/llm/openai/createChatCompletion.mts
rename to src/providers/language-model/openai/createChatCompletion.mts
diff --git a/src/llm/openai/createChatCompletionStream.mts b/src/providers/language-model/openai/createChatCompletionStream.mts
similarity index 100%
rename from src/llm/openai/createChatCompletionStream.mts
rename to src/providers/language-model/openai/createChatCompletionStream.mts
diff --git a/src/llm/openai/generateYAML.mts b/src/providers/language-model/openai/generateYAML.mts
similarity index 100%
rename from src/llm/openai/generateYAML.mts
rename to src/providers/language-model/openai/generateYAML.mts
diff --git a/src/llm/openai/getTextPrompt.mts b/src/providers/language-model/openai/getTextPrompt.mts
similarity index 100%
rename from src/llm/openai/getTextPrompt.mts
rename to src/providers/language-model/openai/getTextPrompt.mts
diff --git a/src/llm/openai/getUserContent.mts b/src/providers/language-model/openai/getUserContent.mts
similarity index 100%
rename from src/llm/openai/getUserContent.mts
rename to src/providers/language-model/openai/getUserContent.mts
diff --git a/src/llm/openai/openai.mts b/src/providers/language-model/openai/openai.mts
similarity index 100%
rename from src/llm/openai/openai.mts
rename to src/providers/language-model/openai/openai.mts
diff --git a/src/llm/openai/runModerationCheck.mts b/src/providers/language-model/openai/runModerationCheck.mts
similarity index 100%
rename from src/llm/openai/runModerationCheck.mts
rename to src/providers/language-model/openai/runModerationCheck.mts
diff --git a/src/llm/openai/stream.mts b/src/providers/language-model/openai/stream.mts
similarity index 100%
rename from src/llm/openai/stream.mts
rename to src/providers/language-model/openai/stream.mts
diff --git a/src/llm/types.mts b/src/providers/language-model/types.mts
similarity index 100%
rename from src/llm/types.mts
rename to src/providers/language-model/types.mts
diff --git a/src/providers/music-to-caption/musicToCaption.mts b/src/providers/music-to-caption/musicToCaption.mts
new file mode 100644
index 0000000000000000000000000000000000000000..8fa6fae5280176d8e84358e281f104def4689832
--- /dev/null
+++ b/src/providers/music-to-caption/musicToCaption.mts
@@ -0,0 +1,50 @@
+
+import { client } from "@gradio/client"
+
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
+
+export const state = {
+  load: 0,
+}
+
+// we don't use replicas yet, because it ain't easy to get their hostname
+const instances: string[] = [
+  `${process.env.VC_MUSIC_CAPTION_SPACE_API_URL_1 || ""}`,
+].filter(instance => instance?.length > 0)
+
+const secretToken = `${process.env.VC_MICROSERVICE_SECRET_TOKEN || ""}`
+
+export const musicToCaption = async (musicBlob: string) => {
+
+  state.load += 1
+
+  try {
+
+    const instance = instances.shift()
+    instances.push(instance)
+
+    console.log("musicToCaption")
+
+    const api = await client(instance, {
+      hf_token: `${process.env.VC_HF_API_TOKEN}` as any
+    })
+
+    // const input = new Blob([wav], { type: 'audio/wav' })
+    // const blob = new Blob([video], { type: 'video/mp4' })
+
+    const rawResponse = await api.predict('/predict', [		
+      musicBlob, // string  in 'Prompt' Textbox component		
+     // secretToken,
+    ]) as any
+    
+    console.log("rawResponse:", rawResponse)
+
+    const { name } = rawResponse?.data?.[0]?.[0] as { name: string, orig_name: string }
+
+    return "TODO"
+  } catch (err) {
+    throw err
+  } finally {
+    state.load -= 1
+  }
+}
diff --git a/src/speechToText/speechToTextWithWhisperLib.txt b/src/providers/speech-to-text/speechToTextWithWhisperLib.txt
similarity index 100%
rename from src/speechToText/speechToTextWithWhisperLib.txt
rename to src/providers/speech-to-text/speechToTextWithWhisperLib.txt
diff --git a/src/speechToText/speechToTextWithWhisperSpace.mts b/src/providers/speech-to-text/speechToTextWithWhisperSpace.mts
similarity index 90%
rename from src/speechToText/speechToTextWithWhisperSpace.mts
rename to src/providers/speech-to-text/speechToTextWithWhisperSpace.mts
index 9be682de39ae825ccd92f5b0bc2121609f778960..f244bf60b27582401df049fe915b886c30c5818c 100644
--- a/src/speechToText/speechToTextWithWhisperSpace.mts
+++ b/src/providers/speech-to-text/speechToTextWithWhisperSpace.mts
@@ -1,7 +1,7 @@
 
 import { client } from "@gradio/client"
 
-import { convertMp3ToWavBase64 } from "../utils/convertMp3ToWavBase64.mts"
+import { convertMp3ToWavBase64 } from "../../utils/audio/convertMp3ToWavBase64.mts"
 
 const instances: string[] = [
   `${process.env.VC_SPEECH_TO_TEXT_SPACE_API_URL_1 || ""}`,
diff --git a/src/production/generateVideo.mts b/src/providers/video-generation/generateVideo.mts
similarity index 96%
rename from src/production/generateVideo.mts
rename to src/providers/video-generation/generateVideo.mts
index d2e3e13b0f256b87075f7901b85ef0c88c161c3d..013e6675b8102cfbd1d331b3c51c625e2b82b3df 100644
--- a/src/production/generateVideo.mts
+++ b/src/providers/video-generation/generateVideo.mts
@@ -1,6 +1,6 @@
 import { client } from "@gradio/client"
 
-import { generateSeed } from "../utils/generateSeed.mts"
+import { generateSeed } from "../../utils/misc/generateSeed.mts"
 
 export const state = {
   load: 0,
diff --git a/src/production/interpolateVideo.mts b/src/providers/video-interpolation/interpolateVideo.mts
similarity index 90%
rename from src/production/interpolateVideo.mts
rename to src/providers/video-interpolation/interpolateVideo.mts
index a1d072c8b22effd3a9accb02380cc0fc01d257b6..7c230ce3323669bc999f022c280e3af1cc414a96 100644
--- a/src/production/interpolateVideo.mts
+++ b/src/providers/video-interpolation/interpolateVideo.mts
@@ -3,9 +3,9 @@ import path from "node:path"
 import { v4 as uuidv4 } from "uuid"
 import puppeteer from "puppeteer"
 
-import { downloadFileToTmp } from "../utils/downloadFileToTmp.mts"
-import { pendingFilesDirFilePath } from "../config.mts"
-import { moveFileFromTmpToPending } from "../utils/moveFileFromTmpToPending.mts"
+import { downloadFileToTmp } from "../../utils/download/downloadFileToTmp.mts"
+import { pendingFilesDirFilePath } from "../../config.mts"
+import { moveFileFromTmpToPending } from "../../utils/filesystem/moveFileFromTmpToPending.mts"
 
 export const state = {
   load: 0
diff --git a/src/production/interpolateVideoLegacy.mts b/src/providers/video-interpolation/interpolateVideoLegacy.mts
similarity index 95%
rename from src/production/interpolateVideoLegacy.mts
rename to src/providers/video-interpolation/interpolateVideoLegacy.mts
index 8537a502f4e37bc11bae40e156ba799baee7f4b8..a0d7eeb65bb877b3544e70b0a289ed1f3c108e53 100644
--- a/src/production/interpolateVideoLegacy.mts
+++ b/src/providers/video-interpolation/interpolateVideoLegacy.mts
@@ -5,7 +5,7 @@ import { Blob } from "buffer"
 import { client } from "@gradio/client"
 import tmpDir from "temp-dir"
 
-import { downloadFileToTmp } from '../utils/downloadFileToTmp.mts'
+import { downloadFileToTmp } from '../../utils/download/downloadFileToTmp.mts'
 
 export const state = {
   load: 0
diff --git a/src/production/upscaleVideo.mts b/src/providers/video-upscaling/upscaleVideo.mts
similarity index 91%
rename from src/production/upscaleVideo.mts
rename to src/providers/video-upscaling/upscaleVideo.mts
index 96ab9b4bbfe30d2667092a148cc4ebe1b950a88c..0f8b99fea5c1c7e0f64eeec8a758376d97c489a3 100644
--- a/src/production/upscaleVideo.mts
+++ b/src/providers/video-upscaling/upscaleVideo.mts
@@ -4,9 +4,9 @@ import { v4 as uuidv4 } from "uuid"
 import tmpDir from "temp-dir"
 import puppeteer from "puppeteer"
 
-import { downloadFileToTmp } from '../utils/downloadFileToTmp.mts'
-import { pendingFilesDirFilePath } from '../config.mts'
-import { moveFileFromTmpToPending } from "../utils/moveFileFromTmpToPending.mts"
+import { downloadFileToTmp } from '../../utils/download/downloadFileToTmp.mts'
+import { pendingFilesDirFilePath } from '../../config.mts'
+import { moveFileFromTmpToPending } from "../../utils/filesystem/moveFileFromTmpToPending.mts"
 
 const instances: string[] = [
   `${process.env.VC_VIDEO_UPSCALE_SPACE_API_URL_1 || ""}`
diff --git a/src/production/generateVoice.mts b/src/providers/voice-generation/generateVoice.mts
similarity index 95%
rename from src/production/generateVoice.mts
rename to src/providers/voice-generation/generateVoice.mts
index 959740f57cf01864d2ca17bc3126c710fd240b0d..27f2399247ddbdb40064785ecb2a65c6e363076c 100644
--- a/src/production/generateVoice.mts
+++ b/src/providers/voice-generation/generateVoice.mts
@@ -1,6 +1,6 @@
 import puppeteer from "puppeteer"
 
-import { downloadFileToTmp } from "../utils/downloadFileToTmp.mts"
+import { downloadFileToTmp } from "../../utils/download/downloadFileToTmp.mts"
 
 export const state = {
   load: 0
diff --git a/src/providers/voice-generation/generateVoiceWithCoqui.txt b/src/providers/voice-generation/generateVoiceWithCoqui.txt
new file mode 100644
index 0000000000000000000000000000000000000000..893acbbb41bad3f24a4767d942145c407cb53ee9
--- /dev/null
+++ b/src/providers/voice-generation/generateVoiceWithCoqui.txt
@@ -0,0 +1,52 @@
+
+// installed using:
+// npx api install @coqui-api/v1.0#fbrqr4dllng0lnk
+import sdk from "@api/coqui-api"
+
+export const generateVoiceWithCoqui = async ({
+  dialogueLine = "",
+  characterDescription = "",
+  characterName = "",
+}: {
+  dialogueLine: string
+  characterDescription: string
+  characterName: string
+}) => {
+  if (!dialogueLine) {
+    throw new Error("Missing dialogue line")
+  }
+  if (!characterDescription) {
+    throw new Error("Missing character description")
+  }
+  if (!characterName) {
+    throw new Error("Missing character name")
+  }
+  const coquiToken = `${process.env.PROVIDER_COQUI_API_TOKEN || ""}`
+  if (!coquiToken) {
+    throw new Error("Missing Coqui API token")
+  }
+
+  sdk.auth(coquiToken)
+
+  const something = await sdk.samples_xtts_render_from_prompt_create({
+    prompt: characterDescription,
+    name: characterName,
+    text: dialogueLine,
+    speed: 1
+  })
+
+  if (!something.data) {
+    throw new Error(`requiest failed: ${something.data}`)
+  }
+
+  /*
+  audio_url: 
+"https://coqui-prod-creator-app-synthesized-samples.s3.amazonaws.com/xtts_samples/03050b77-489d-4999-b0fc-d7a56ff62b78.wav"
+created_at: "2023-09-18T21:47:49.357225Z"
+id: "03050b77-489d-4999-b0fc-d7a56ff62b78"
+language: "en"
+name: "Al Dongino"
+text: "Keep your friends close, but your enemies closer."
+*/
+  return something.data
+}
diff --git a/src/utils/copyVideoFromPendingToCompleted.mts b/src/scheduler/copyVideoFromPendingToCompleted.mts
similarity index 100%
rename from src/utils/copyVideoFromPendingToCompleted.mts
rename to src/scheduler/copyVideoFromPendingToCompleted.mts
diff --git a/src/utils/copyVideoFromTmpToCompleted.mts b/src/scheduler/copyVideoFromTmpToCompleted.mts
similarity index 100%
rename from src/utils/copyVideoFromTmpToCompleted.mts
rename to src/scheduler/copyVideoFromTmpToCompleted.mts
diff --git a/src/utils/copyVideoFromTmpToPending.mts b/src/scheduler/copyVideoFromTmpToPending.mts
similarity index 94%
rename from src/utils/copyVideoFromTmpToPending.mts
rename to src/scheduler/copyVideoFromTmpToPending.mts
index 6bc50fb40d4f1b86a08b61a9b543b7a2ce44cdef..a4ec3224087b088ab9996b539d1887e259d5442f 100644
--- a/src/utils/copyVideoFromTmpToPending.mts
+++ b/src/scheduler/copyVideoFromTmpToPending.mts
@@ -3,7 +3,6 @@ import { promises as fs } from "node:fs"
 
 import tmpDir from "temp-dir"
 import { pendingFilesDirFilePath } from "../config.mts"
-import { moveFile } from "./moveFile.mts"
 
 // a function to copy a video to the pending video directory
 // this implementation is safe to use on a Hugging Face Space
diff --git a/src/scheduler/deleteVideo.mts b/src/scheduler/deleteVideo.mts
index ad192dd55828fe6b9a85b09bbcaa16d6f4f407be..7437c59621284e64d87132c2c025bdcf391d1ee1 100644
--- a/src/scheduler/deleteVideo.mts
+++ b/src/scheduler/deleteVideo.mts
@@ -2,7 +2,7 @@ import tmpDir from "temp-dir"
 import { validate as uuidValidate } from "uuid"
 
 import { completedMetadataDirFilePath, completedFilesDirFilePath, pendingMetadataDirFilePath, pendingFilesDirFilePath } from "../config.mts"
-import { deleteFilesWithName } from "../utils/deleteAllFilesWith.mts"
+import { deleteFilesWithName } from "../utils/filesystem/deleteAllFilesWith.mts"
 
 
 // note: we make sure ownerId and videoId are *VALID*
diff --git a/src/utils/getFirstVideoFrame.mts b/src/scheduler/getFirstVideoFrame.mts
similarity index 100%
rename from src/utils/getFirstVideoFrame.mts
rename to src/scheduler/getFirstVideoFrame.mts
diff --git a/src/utils/getFirstVideoFrameAsBase64.mts b/src/scheduler/getFirstVideoFrameAsBase64.mts
similarity index 100%
rename from src/utils/getFirstVideoFrameAsBase64.mts
rename to src/scheduler/getFirstVideoFrameAsBase64.mts
diff --git a/src/utils/moveVideoFromPendingToCompleted.mts b/src/scheduler/moveVideoFromPendingToCompleted.mts
similarity index 86%
rename from src/utils/moveVideoFromPendingToCompleted.mts
rename to src/scheduler/moveVideoFromPendingToCompleted.mts
index 2414947fe29c9ac4e3a62096e21cdbed501cedea..fd7c4fd35b05395bc8f70781ffbb1af3cf1dae8d 100644
--- a/src/utils/moveVideoFromPendingToCompleted.mts
+++ b/src/scheduler/moveVideoFromPendingToCompleted.mts
@@ -1,7 +1,7 @@
 import path from "path"
 
-import { completedFilesDirFilePath, pendingFilesDirFilePath } from "../config.mts"
-import { moveFile } from "./moveFile.mts"
+import { completedFilesDirFilePath, pendingFilesDirFilePath } from "../config.mjs"
+import { moveFile } from "../utils/filesystem/moveFile.mjs"
 
 export const moveVideoFromPendingToCompleted = async (pendingFileName: string, completedFileName?: string) => {
   if (!completedFileName) {
diff --git a/src/utils/moveVideoFromTmpToCompleted.mts b/src/scheduler/moveVideoFromTmpToCompleted.mts
similarity index 84%
rename from src/utils/moveVideoFromTmpToCompleted.mts
rename to src/scheduler/moveVideoFromTmpToCompleted.mts
index 04a4c1cb522569099a3eb304a59028ab17060567..ba76a222ae58ce69b94ad362bf60e016cfba803f 100644
--- a/src/utils/moveVideoFromTmpToCompleted.mts
+++ b/src/scheduler/moveVideoFromTmpToCompleted.mts
@@ -2,8 +2,8 @@ import path from "node:path"
 
 import tmpDir from "temp-dir"
 
-import { completedFilesDirFilePath } from "../config.mts"
-import { moveFile } from "./moveFile.mts"
+import { completedFilesDirFilePath } from "../config.mjs"
+import { moveFile } from "../utils/filesystem/moveFile.mjs"
 
 // a function to move a video to the completed video directory
 // this implementation is safe to use on a Hugging Face Space
diff --git a/src/scheduler/processVideo.mts b/src/scheduler/processVideo.mts
index 7a6a9c40d7692f9e338ffbce96836acffb324346..05baa5057052d33ecbdcd58304fde8169316773c 100644
--- a/src/scheduler/processVideo.mts
+++ b/src/scheduler/processVideo.mts
@@ -2,19 +2,20 @@ import { v4 as uuidv4 } from "uuid"
 
 import { Video, VideoShot } from "../types.mts"
 
-import { generateVideo } from "../production/generateVideo.mts"
-import { upscaleVideo } from "../production/upscaleVideo.mts"
-import { interpolateVideo } from "../production/interpolateVideo.mts"
+import { generateVideo } from "../providers/video-generation/generateVideo.mts"
+import { upscaleVideo } from "../providers/video-upscaling/upscaleVideo.mts"
+import { interpolateVideo } from "../providers/video-interpolation/interpolateVideo.mts"
 import { postInterpolation } from "../production/postInterpolation.mts"
-import { generateAudio } from "../production/generateAudio.mts"
-import { addAudioToVideo } from "../production/addAudioToVideo.mts"
+import { generateAudio } from "../providers/audio-generation/generateAudio.mts"
+import { addAudioToVideo } from "../utils/video/addAudioToVideo.mts"
 
-import { downloadFileToTmp } from "../utils/downloadFileToTmp.mts"
-import { copyVideoFromTmpToPending } from "../utils/copyVideoFromTmpToPending.mts"
+import { downloadFileToTmp } from "../utils/download/downloadFileToTmp.mts"
+import { copyVideoFromTmpToPending } from "./copyVideoFromTmpToPending.mts"
 
 import { saveAndCheckIfNeedToStop } from "./saveAndCheckIfNeedToStop.mts"
-import { enrichVideoSpecsUsingLLM } from "../llm/enrichVideoSpecsUsingLLM.mts"
+
 import { updateShotPreview } from "./updateShotPreview.mts"
+import { enrichVideoSpecsUsingLLM } from "../providers/language-model/enrichVideoSpecsUsingLLM.mts"
 
 export const processVideo = async (video: Video) => {
 
diff --git a/src/scheduler/saveCompletedVideo.mts b/src/scheduler/saveCompletedVideo.mts
index 4cd54eafa5721e187f1f500fa42b99e71e83a2e1..1c1e75fb2eea5b825e319e7aae2b5c10830f3162 100644
--- a/src/scheduler/saveCompletedVideo.mts
+++ b/src/scheduler/saveCompletedVideo.mts
@@ -2,7 +2,7 @@ import path from "path"
 
 import { Video } from "../types.mts"
 import { completedMetadataDirFilePath, pendingMetadataDirFilePath } from "../config.mts"
-import { moveFile } from "../utils/moveFile.mts"
+import { moveFile } from "../utils/filesystem/moveFile.mts"
 
 export const saveCompletedVideo = async (video: Video) => {
   const metadataFileName = `${video.ownerId}_${video.id}.json`
diff --git a/src/utils/sortPendingVideosByLeastCompletedFirst.mts b/src/scheduler/sortPendingVideosByLeastCompletedFirst.mts
similarity index 82%
rename from src/utils/sortPendingVideosByLeastCompletedFirst.mts
rename to src/scheduler/sortPendingVideosByLeastCompletedFirst.mts
index 501da60bcbbf6898e545da5f977e9c1f31049bd8..579490399737084f6ef124ecb709c65b742be798 100644
--- a/src/utils/sortPendingVideosByLeastCompletedFirst.mts
+++ b/src/scheduler/sortPendingVideosByLeastCompletedFirst.mts
@@ -1,4 +1,4 @@
-import { Video } from "../types.mts"
+import { Video } from "../types.mjs"
 
 export function sortPendingVideosByLeastCompletedFirst(videos: Video[]): Video[] {
   videos.sort((a: Video, b: Video) => a.progressPercent - b.progressPercent)
diff --git a/src/utils/sortVideosByYoungestFirst.mts b/src/scheduler/sortVideosByYoungestFirst.mts
similarity index 85%
rename from src/utils/sortVideosByYoungestFirst.mts
rename to src/scheduler/sortVideosByYoungestFirst.mts
index d509b46eea17233919ab11f3bb1677aa2ac6e6eb..37a61e7f4aac20520f09c82641f930e821215bff 100644
--- a/src/utils/sortVideosByYoungestFirst.mts
+++ b/src/scheduler/sortVideosByYoungestFirst.mts
@@ -1,4 +1,4 @@
-import { Video } from "../types.mts"
+import { Video } from "../types.mjs"
 
 // used by the API, to return latest videos at the top
 export function sortVideosByYoungestFirst(videos: Video[]) {
diff --git a/src/scheduler/updateShotPreview.mts b/src/scheduler/updateShotPreview.mts
index 8953558d24738a5a3efac39a98b137407e02ee98..5a1be8498ec2474bcfd30e335524e7305fb1e5b2 100644
--- a/src/scheduler/updateShotPreview.mts
+++ b/src/scheduler/updateShotPreview.mts
@@ -1,6 +1,6 @@
 import { assembleShots } from "../production/assembleShots.mts"
 import { Video, VideoShot } from "../types.mts"
-import { copyVideoFromPendingToCompleted } from "../utils/copyVideoFromPendingToCompleted.mts"
+import { copyVideoFromPendingToCompleted } from "./copyVideoFromPendingToCompleted.mts"
 
 export const updateShotPreview = async (video: Video, shot: VideoShot) => {
   // copy the individual shot
diff --git a/src/tests/checkStatus.mts b/src/tests/checkStatus.mts
deleted file mode 100644
index 90529ffd4649e89c81e1f7c9a34dbb9975fe7374..0000000000000000000000000000000000000000
--- a/src/tests/checkStatus.mts
+++ /dev/null
@@ -1,14 +0,0 @@
-import { videoId, server } from "./config.mts"
-
-console.log(`checking status of video ${videoId}`)
-const response = await fetch(`${server}/${videoId}`, {
-  method: "GET",
-  headers: {
-    "Accept": "application/json",
-  }
-});
-
-console.log('response:', response)
-const video = await response.json()
-
-console.log("video:", JSON.stringify(video, null, 2))
diff --git a/src/tests/config.mts b/src/tests/config.mts
deleted file mode 100644
index 5ba5df3e193552a23de7a4ea857709e83113c087..0000000000000000000000000000000000000000
--- a/src/tests/config.mts
+++ /dev/null
@@ -1,3 +0,0 @@
-export const server = "http://localhost:7860"
-
-export const videoId = "9a9009a5-b960-49a2-bed2-baf0423cc907"
\ No newline at end of file
diff --git a/src/tests/downloadVideo.mts b/src/tests/downloadVideo.mts
deleted file mode 100644
index b5ec036d1cffd08bbe805ffe8c93da7b43d48e5c..0000000000000000000000000000000000000000
--- a/src/tests/downloadVideo.mts
+++ /dev/null
@@ -1,17 +0,0 @@
-import { promises as fs } from "node:fs"
-
-import { videoId, server } from "./config.mts"
-
-console.log(`trying to download video ${videoId}`)
-
-const response = await fetch(`${server}/${videoId}.mp4`, {
-  method: "GET",
-});
-
-console.log('response:', response)
-const buffer = await (response as any).buffer()
-
-fs.writeFile(`./${videoId}.mp4`, buffer)
-
-// if called from an API, we ùight want to use streams instead:
-// https://stackoverflow.com/questions/15713424/how-can-i-download-a-video-mp4-file-using-node-js
diff --git a/src/tests/stuff.mts b/src/tests/stuff.mts
deleted file mode 100644
index fcd1775c7051240176450bfa5d14e5a038301491..0000000000000000000000000000000000000000
--- a/src/tests/stuff.mts
+++ /dev/null
@@ -1,7 +0,0 @@
-import { generateAudio } from "../services/generateAudio.mts"
-
-
-console.log('generating background audio..')
-const audioFileName = await generateAudio("sounds of a castle bell ringing alarm", "test_juju_audio.mp3")
-
-console.log('result:', audioFileName)
\ No newline at end of file
diff --git a/src/tests/submitVideo.mts b/src/tests/submitVideo.mts
deleted file mode 100644
index d87a59a1d01105d62215f374a6c6afbf621fe47a..0000000000000000000000000000000000000000
--- a/src/tests/submitVideo.mts
+++ /dev/null
@@ -1,23 +0,0 @@
-import { server, videoId } from "./config.mts"
-
-console.log('submitting a new video..')
-const response = await fetch(`${server}/`, {
-  method: "POST",
-  headers: {
-    "Accept": "application/json",
-    "Content-Type": "application/json"
-  },
-  body: JSON.stringify({
-    token: process.env.VC_SECRET_ACCESS_TOKEN,
-    sequence: {
-      id: videoId,
-    },
-    shots: []
-  })
-});
-
-
-console.log('response:', response)
-const video = await response.json()
-
-console.log("video:", JSON.stringify(video, null, 2))
diff --git a/src/types.mts b/src/types.mts
index 18d97601ea467a926a704980a2ed1a6db5086a87..a483493547ab5ec2ff2c30ac657801d5e3534bb6 100644
--- a/src/types.mts
+++ b/src/types.mts
@@ -111,7 +111,7 @@ export type VideoTransition =
   | 'x_axistranslation'
 
 
-export interface VideoShotMeta {
+export type VideoShotMeta = {
   shotPrompt: string
   // inputVideo?: string
 
@@ -157,7 +157,7 @@ export interface VideoShotMeta {
 }
 
 
-export interface VideoShotData {
+export type VideoShotData = {
   // must be unique
   id: string
   sequenceId: string
@@ -189,7 +189,7 @@ export interface VideoShotData {
 
 export type VideoShot = VideoShotMeta & VideoShotData
 
-export interface VideoSequenceMeta {
+export type VideoSequenceMeta = {
 
   // describe the whole movie
   videoPrompt: string
@@ -225,7 +225,7 @@ export interface VideoSequenceMeta {
 }
 
 
-export interface VideoSequenceData {
+export type VideoSequenceData = {
   // must be unique
   id: string
 
@@ -273,7 +273,7 @@ export type ProjectionMode = 'cartesian' | 'spherical'
 
 export type CacheMode = "use" | "renew" | "ignore"
 
-export interface RenderRequest {
+export type RenderRequest = {
   prompt: string
 
   // unused for now
@@ -320,33 +320,33 @@ export interface RenderRequest {
   analyze: boolean // analyze the image to generate a caption (optional)
 }
 
-export interface ImageAnalysisRequest {
+export type ImageAnalysisRequest = {
   image: string // in base64
   prompt: string
 }
 
-export interface ImageAnalysisResponse {
+export type ImageAnalysisResponse = {
   result: string
   error?: string
 }
 
-export interface SoundAnalysisRequest {
+export type SoundAnalysisRequest = {
   sound: string // in base64
   prompt: string
 }
 
-export interface SoundAnalysisResponse {
+export type SoundAnalysisResponse = {
   result: string
   error?: string
 }
 
 
-export interface ImageSegmentationRequest {
+export type ImageSegmentationRequest = {
   image: string // in base64
   keywords: string[]
 }
 
-export interface ImageSegment {
+export type ImageSegment = {
   id: number
   box: number[]
   color: number[]
@@ -356,7 +356,7 @@ export interface ImageSegment {
 
 export type RenderedSceneStatus = 'pending' | 'completed' | 'error'
 
-export interface RenderedScene {
+export type RenderedScene = {
   renderId: string
   status: RenderedSceneStatus
   assetUrl: string 
@@ -366,7 +366,7 @@ export interface RenderedScene {
   segments: ImageSegment[]
 }
 
-export interface RenderCache {
+export type RenderCache = {
   id: string
   hash: string
   scene: RenderedScene
@@ -378,9 +378,9 @@ export interface RenderCache {
 // so the goal of rendering "jobs" is mostly to give the illusion that
 // things go faster, by already providing some things like the background image,
 // before we send 
-export interface RenderingJob {
+export type RenderingJob = {
   scene: RenderRequest
   result: RenderedScene
 
   status: 'pending' | 'completed' | 'error'
-}
\ No newline at end of file
+}
diff --git a/src/utils/convertMp3ToWavBase64.mts b/src/utils/audio/convertMp3ToWavBase64.mts
similarity index 100%
rename from src/utils/convertMp3ToWavBase64.mts
rename to src/utils/audio/convertMp3ToWavBase64.mts
diff --git a/src/utils/convertMp3ToWavFilePath.mts b/src/utils/audio/convertMp3ToWavFilePath.mts
similarity index 100%
rename from src/utils/convertMp3ToWavFilePath.mts
rename to src/utils/audio/convertMp3ToWavFilePath.mts
diff --git a/src/production/mergeAudio.mts b/src/utils/audio/mergeAudio.mts
similarity index 100%
rename from src/production/mergeAudio.mts
rename to src/utils/audio/mergeAudio.mts
diff --git a/src/data/all_words.json b/src/utils/data/all_words.json
similarity index 100%
rename from src/data/all_words.json
rename to src/utils/data/all_words.json
diff --git a/src/data/good_words.json b/src/utils/data/good_words.json
similarity index 100%
rename from src/data/good_words.json
rename to src/utils/data/good_words.json
diff --git a/src/utils/downloadFileAsBase64.mts b/src/utils/download/downloadFileAsBase64.mts
similarity index 100%
rename from src/utils/downloadFileAsBase64.mts
rename to src/utils/download/downloadFileAsBase64.mts
diff --git a/src/utils/downloadFileToTmp.mts b/src/utils/download/downloadFileToTmp.mts
similarity index 100%
rename from src/utils/downloadFileToTmp.mts
rename to src/utils/download/downloadFileToTmp.mts
diff --git a/src/utils/createDirIfNeeded.mts b/src/utils/filesystem/createDirIfNeeded.mts
similarity index 100%
rename from src/utils/createDirIfNeeded.mts
rename to src/utils/filesystem/createDirIfNeeded.mts
diff --git a/src/utils/deleteAllFilesWith.mts b/src/utils/filesystem/deleteAllFilesWith.mts
similarity index 100%
rename from src/utils/deleteAllFilesWith.mts
rename to src/utils/filesystem/deleteAllFilesWith.mts
diff --git a/src/utils/deleteFileIfExists.mts b/src/utils/filesystem/deleteFileIfExists.mts
similarity index 100%
rename from src/utils/deleteFileIfExists.mts
rename to src/utils/filesystem/deleteFileIfExists.mts
diff --git a/src/initFolders.mts b/src/utils/filesystem/initFolders.mts
similarity index 87%
rename from src/initFolders.mts
rename to src/utils/filesystem/initFolders.mts
index 08bbdc893ba36f87791180242aff952a4d10c872..b0c66a97def8bd2858053162f27d233af8f879c9 100644
--- a/src/initFolders.mts
+++ b/src/utils/filesystem/initFolders.mts
@@ -7,8 +7,8 @@ import {
   completedFilesDirFilePath,
   cacheDirPath,
   renderedDirFilePath
-} from "./config.mts"
-import { createDirIfNeeded } from "./utils/createDirIfNeeded.mts"
+} from "../../config.mts"
+import { createDirIfNeeded } from "./createDirIfNeeded.mts"
 
 export const initFolders = () => {
   console.log(`initializing folders..`)
diff --git a/src/utils/moveFile.mts b/src/utils/filesystem/moveFile.mts
similarity index 100%
rename from src/utils/moveFile.mts
rename to src/utils/filesystem/moveFile.mts
diff --git a/src/utils/moveFileFromTmpToPending.mts b/src/utils/filesystem/moveFileFromTmpToPending.mts
similarity index 91%
rename from src/utils/moveFileFromTmpToPending.mts
rename to src/utils/filesystem/moveFileFromTmpToPending.mts
index 8916ace685aaea1d7b1981b7cf5fb4c4b8fdc430..c1a053cafdbed9aa82157b8223fdd20847095639 100644
--- a/src/utils/moveFileFromTmpToPending.mts
+++ b/src/utils/filesystem/moveFileFromTmpToPending.mts
@@ -1,6 +1,6 @@
 import path from "node:path"
 import tmpDir from "temp-dir"
-import { pendingFilesDirFilePath } from "../config.mts"
+import { pendingFilesDirFilePath } from "../../config.mts"
 import { moveFile } from "./moveFile.mts"
 
 // a function to move a file to the pending file directory
diff --git a/src/utils/saveRenderedSceneToCache.mts b/src/utils/filesystem/saveRenderedSceneToCache.mts
similarity index 84%
rename from src/utils/saveRenderedSceneToCache.mts
rename to src/utils/filesystem/saveRenderedSceneToCache.mts
index 0e1dd8d0c0eb15f72162b7544ed703dd2df2f817..3db6af69c2e0fd8742d110e065e5768f325e5b65 100644
--- a/src/utils/saveRenderedSceneToCache.mts
+++ b/src/utils/filesystem/saveRenderedSceneToCache.mts
@@ -1,10 +1,10 @@
 import { promises as fs } from "node:fs"
 import path from "node:path"
 
-import { RenderRequest, RenderedScene } from "../types.mts"
-import { renderedDirFilePath } from "../config.mts"
+import { RenderRequest, RenderedScene } from "../../types.mts"
+import { renderedDirFilePath } from "../../config.mts"
 
-import { hashRequest } from "./hashRequest.mts"
+import { hashRequest } from "../requests/hashRequest.mts"
 
 export async function saveRenderedSceneToCache(
   request: RenderRequest,
diff --git a/src/utils/writeBase64ToFile.mts b/src/utils/filesystem/writeBase64ToFile.mts
similarity index 100%
rename from src/utils/writeBase64ToFile.mts
rename to src/utils/filesystem/writeBase64ToFile.mts
diff --git a/src/utils/resizeBase64Image.mts b/src/utils/image/resizeBase64Image.mts
similarity index 100%
rename from src/utils/resizeBase64Image.mts
rename to src/utils/image/resizeBase64Image.mts
diff --git a/src/utils/debouncePromise.mts b/src/utils/misc/debouncePromise.mts
similarity index 100%
rename from src/utils/debouncePromise.mts
rename to src/utils/misc/debouncePromise.mts
diff --git a/src/utils/debounceSync.mts b/src/utils/misc/debounceSync.mts
similarity index 100%
rename from src/utils/debounceSync.mts
rename to src/utils/misc/debounceSync.mts
diff --git a/src/utils/generateSeed.mts b/src/utils/misc/generateSeed.mts
similarity index 100%
rename from src/utils/generateSeed.mts
rename to src/utils/misc/generateSeed.mts
diff --git a/src/utils/randomShuffle.mts b/src/utils/misc/randomShuffle.mts
similarity index 100%
rename from src/utils/randomShuffle.mts
rename to src/utils/misc/randomShuffle.mts
diff --git a/src/utils/sleep.mts b/src/utils/misc/sleep.mts
similarity index 100%
rename from src/utils/sleep.mts
rename to src/utils/misc/sleep.mts
diff --git a/src/utils/hasValidAuthorization.mts b/src/utils/requests/hasValidAuthorization.mts
similarity index 100%
rename from src/utils/hasValidAuthorization.mts
rename to src/utils/requests/hasValidAuthorization.mts
diff --git a/src/utils/hashRequest.mts b/src/utils/requests/hashRequest.mts
similarity index 83%
rename from src/utils/hashRequest.mts
rename to src/utils/requests/hashRequest.mts
index 16b27e82ecef7b06a55074e0c3f015ae9355d8e0..a2994f4edbc4476229ab37d3d241d9460e08b37b 100644
--- a/src/utils/hashRequest.mts
+++ b/src/utils/requests/hashRequest.mts
@@ -1,5 +1,5 @@
-import { RenderRequest } from "../types.mts"
-import { computeSha256 } from "./computeSha256.mts"
+import { RenderRequest } from "../../types.mts"
+import { computeSha256 } from "../validators/computeSha256.mts"
 
 export function hashRequest(request: RenderRequest) {
 
diff --git a/src/utils/loadRenderedSceneFromCache.mts b/src/utils/requests/loadRenderedSceneFromCache.mts
similarity index 92%
rename from src/utils/loadRenderedSceneFromCache.mts
rename to src/utils/requests/loadRenderedSceneFromCache.mts
index 034bc17f5886d881a44709b18587676e0dc58c74..e75ffa8b388c9bfa014546a4a38140cf3ed5836e 100644
--- a/src/utils/loadRenderedSceneFromCache.mts
+++ b/src/utils/requests/loadRenderedSceneFromCache.mts
@@ -1,8 +1,8 @@
 import { promises as fs } from "node:fs"
 import path from "node:path"
 
-import { RenderRequest, RenderedScene } from "../types.mts"
-import { renderedDirFilePath } from "../config.mts"
+import { RenderRequest, RenderedScene } from "../../types.mts"
+import { renderedDirFilePath } from "../../config.mts"
 import { hashRequest } from "./hashRequest.mts"
 
 export async function loadRenderedSceneFromCache(request?: RenderRequest, id?: string): Promise<RenderedScene> {
diff --git a/src/utils/parseRenderRequest.mts b/src/utils/requests/parseRenderRequest.mts
similarity index 85%
rename from src/utils/parseRenderRequest.mts
rename to src/utils/requests/parseRenderRequest.mts
index 700195938daca914ed692d96e59241192dd4a69e..b5876d9818adc5492e0f304d9a357302e6e943ca 100644
--- a/src/utils/parseRenderRequest.mts
+++ b/src/utils/requests/parseRenderRequest.mts
@@ -1,7 +1,7 @@
-import { RenderRequest } from "../types.mts"
-import { generateSeed } from "./generateSeed.mts"
-import { getValidBoolean } from "./getValidBoolean.mts"
-import { getValidNumber } from "./getValidNumber.mts"
+import { RenderRequest } from "../../types.mts"
+import { generateSeed } from "../misc/generateSeed.mts"
+import { getValidBoolean } from "../validators/getValidBoolean.mts"
+import { getValidNumber } from "../validators/getValidNumber.mts"
 
 export function parseRenderRequest(request: RenderRequest) {
 
diff --git a/src/utils/parseShotRequest.mts b/src/utils/requests/parseShotRequest.mts
similarity index 93%
rename from src/utils/parseShotRequest.mts
rename to src/utils/requests/parseShotRequest.mts
index 7fd3853a66a7c6afc6e4e722883fbdcd853c353c..581178015eee0e06510c06e69e895599d57ddce4 100644
--- a/src/utils/parseShotRequest.mts
+++ b/src/utils/requests/parseShotRequest.mts
@@ -2,10 +2,10 @@ import { v4 as uuidv4 } from "uuid"
 
 // convert a request (which might be invalid)
 
-import { VideoSequence, VideoShot, VideoShotMeta } from "../types.mts"
-import { generateSeed } from "./generateSeed.mts"
-import { getValidNumber } from "./getValidNumber.mts"
-import { shotFormatVersion } from "../config.mts"
+import { VideoSequence, VideoShot, VideoShotMeta } from "../../types.mts"
+import { generateSeed } from "../misc/generateSeed.mts"
+import { getValidNumber } from "../validators/getValidNumber.mts"
+import { shotFormatVersion } from "../../config.mts"
 
 export const parseShotRequest = async (sequence: VideoSequence, maybeShotMeta: Partial<VideoShotMeta>): Promise<VideoShot> => {
   // we don't want people to input their own ID or we might have trouble,
diff --git a/src/utils/parseVideoRequest.mts b/src/utils/requests/parseVideoRequest.mts
similarity index 91%
rename from src/utils/parseVideoRequest.mts
rename to src/utils/requests/parseVideoRequest.mts
index eb577cd00950ee15eb2b7985420e403e91e7b745..abbe4ca59a289170340f38aedc3d057fca21f8a1 100644
--- a/src/utils/parseVideoRequest.mts
+++ b/src/utils/requests/parseVideoRequest.mts
@@ -3,12 +3,12 @@ import { HfInference } from "@huggingface/inference"
 
 // convert a request (which might be invalid)
 
-import { VideoAPIRequest, Video } from "../types.mts"
-import { getValidNumber } from "./getValidNumber.mts"
-import { getValidResolution } from "./getValidResolution.mts"
+import { VideoAPIRequest, Video } from "../../types.mts"
+import { getValidNumber } from "../validators/getValidNumber.mts"
+import { getValidResolution } from "../validators/getValidResolution.mts"
 import { parseShotRequest } from "./parseShotRequest.mts"
-import { generateSeed } from "./generateSeed.mts"
-import { sequenceFormatVersion } from "../config.mts"
+import { generateSeed } from "../misc/generateSeed.mts"
+import { sequenceFormatVersion } from "../../config.mts"
 
 // const hfi = new HfInference(process.env._VC_HF_API_TOKEN)
 // const hf = hfi.endpoint(process.env.VC_INFERENCE_ENDPOINT_URL)
diff --git a/src/utils/segmentImageApi.mts b/src/utils/segmentImageApi.mts
deleted file mode 100644
index 9f517b0fcedb18f59f9c84a200e57a87b21ebccc..0000000000000000000000000000000000000000
--- a/src/utils/segmentImageApi.mts
+++ /dev/null
@@ -1,18 +0,0 @@
-import { client } from "@gradio/client"
-
-
-const response_0 = await fetch("https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png")
-const exampleImage = await response_0.blob()
-						
-const app = await client("https://jbilcke-hf-image-segmentation.hf.space", {
-  hf_token: `${process.env.VC_HF_API_TOKEN}` as any
-})
-const result = await app.predict(0, [
-  exampleImage, // "data:image/jpeg;base64,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", 	// blob in 'Upload' Image component		
-  "Howdy!", // string  in 'Detection Prompt[To detect multiple objects, seperating each name with '.', like this: cat . dog . chair ]' Textbox component		
-  0.3, // number (numeric value between 0.0 and 1.0) in 'Box Threshold' Slider component		
-  0.25, // number (numeric value between 0.0 and 1.0) in 'Text Threshold' Slider component		
-  0.8, // number (numeric value between 0.0 and 1.0) in 'IOU Threshold' Slider component
-]) as any
-
-console.log(result)
\ No newline at end of file
diff --git a/src/utils/streamToBuffer.mts b/src/utils/streams/streamToBuffer.mts
similarity index 100%
rename from src/utils/streamToBuffer.mts
rename to src/utils/streams/streamToBuffer.mts
diff --git a/src/utils/computeSecretFingerprint.mts b/src/utils/validators/computeSecretFingerprint.mts
similarity index 100%
rename from src/utils/computeSecretFingerprint.mts
rename to src/utils/validators/computeSecretFingerprint.mts
diff --git a/src/utils/computeSha256.mts b/src/utils/validators/computeSha256.mts
similarity index 100%
rename from src/utils/computeSha256.mts
rename to src/utils/validators/computeSha256.mts
diff --git a/src/utils/getValidBoolean.mts b/src/utils/validators/getValidBoolean.mts
similarity index 100%
rename from src/utils/getValidBoolean.mts
rename to src/utils/validators/getValidBoolean.mts
diff --git a/src/utils/getValidNumber.mts b/src/utils/validators/getValidNumber.mts
similarity index 100%
rename from src/utils/getValidNumber.mts
rename to src/utils/validators/getValidNumber.mts
diff --git a/src/utils/getValidResolution.mts b/src/utils/validators/getValidResolution.mts
similarity index 100%
rename from src/utils/getValidResolution.mts
rename to src/utils/validators/getValidResolution.mts
diff --git a/src/production/addAudioToVideo.mts b/src/utils/video/addAudioToVideo.mts
similarity index 90%
rename from src/production/addAudioToVideo.mts
rename to src/utils/video/addAudioToVideo.mts
index 1ec5acfa4321f6fbd352144269cec35ab97aaefa..a3cb3cf7a40644afe8de9959d1e9f66979986e66 100644
--- a/src/production/addAudioToVideo.mts
+++ b/src/utils/video/addAudioToVideo.mts
@@ -4,8 +4,8 @@ import tmpDir from "temp-dir"
 import { v4 as uuidv4 } from "uuid"
 import ffmpeg from "fluent-ffmpeg"
 
-import { pendingFilesDirFilePath } from "../config.mts"
-import { moveFileFromTmpToPending } from "../utils/moveFileFromTmpToPending.mts"
+import { pendingFilesDirFilePath } from "../../config.mts"
+import { moveFileFromTmpToPending } from "../filesystem/moveFileFromTmpToPending.mts"
 
 export const addAudioToVideo = async (
   videoFileName: string,
diff --git a/src/production/concatNoGL.mts b/src/utils/video/concatNoGL.mts
similarity index 100%
rename from src/production/concatNoGL.mts
rename to src/utils/video/concatNoGL.mts