Automate AI Video Creation & Upload with OpenAI GPT & Blotato

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  "name": "💥 Generate AI Videos with Seedance & Blotato and Upload to TikTok, YouTube & Instagram - version II - vide",
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        "content": "## | Step 1: Generate Clips (Seedance)\n"
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        "content": "## | Step 2: Generate Sounds (Fal AI)\n"
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        "content": "## | INPUT: Starting Idea Section"
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        "content": "## | Step 3: Stitch Video (Fal AI)"
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        "content": "## | Step 4 — Publish Video to Social Media\n"
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        "content": "# 🎬 Generate AI Videos with Seedance & Blotato, Upload to TikTok, YouTube & Instagram  \n\n---\n\n## 🎥 Full Tutorial  \n\n## [Video Tutorial](https://youtu.be/AzOgpdn8ngY)  \n@[youtube](AzOgpdn8ngY)\n\n---\n\n## 📘 Documentation  \nAccess detailed instructions, API guides, platform connections, and workflow customization:  \n\n📎 [Open full documentation on Notion](https://automatisation.notion.site/Generate-AI-Videos-with-Seedance-Blotato-and-Upload-to-TikTok-YouTube-Instagram-version-II-21d3d6550fd980218096d84f31bfae2d?source=copy_link)\n\n---\n\n## ⚙️ Requirements\n\n1. ✅ **OpenAI API Key** (added in LLM nodes)  \n2. 🎨 **Seedance AI & Wavespeed AI credentials** (for prompt and video clip generation)  \n3. 🔊 **Fal AI API Key** (for sound effects + stitching via ffmpeg API)  \n4. 📦 **n8n installed** (latest version recommended)  \n5. 📝 **Google Sheets connected** (used to log ideas and outputs)  \n   👉 [Google Sheet to copy](https://docs.google.com/spreadsheets/d/1Vd4XjcKZR_8cJ-2uqhOMZGc6GOULuHh_K3iDPvovw9E/copy)  \n6. ☁️ **Blotato API Key + configured social accounts** (TikTok, YouTube, Instagram, etc.)  \n7. ⏰ **Schedule Trigger setup** to define generation/publishing frequency  \n\n---\n\n## 📝 Workflow Steps in n8n\n\n1. **Trigger / Start Node**  \n   Example: scheduled trigger or manual execution.  \n\n2. **Content Creation**  \n   - OpenAI + LangChain generate creative ideas.  \n   - Seedance produces detailed video prompts.  \n   - Wavespeed AI generates video clips.  \n   - Fal AI adds sound + final editing (ffmpeg API).  \n\n3. **Logging & Upload**  \n   - Metadata + links saved in Google Sheets.  \n   - Automatic upload via **Blotato**.  \n   - Publish to TikTok, YouTube, Instagram, etc.  \n\n---\n\n## 🎛 Need help customizing?\n\n**Contact me for consulting and support:** [LinkedIn](https://www.linkedin.com/in/dr-firas/) / [YouTube](https://www.youtube.com/@DRFIRASS)  \n"
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        "text": "Generate a creative concept involving:\n\n[[\nA solid, hard material or element being sliced cleanly with a sharp blade. Your response must follow this structure:\n\n\"(Color) (Material) shaped like a (random everyday object)\"\n\nFor inspiration, imagine examples like: obsidian shaped like a chess piece, quartz shaped like a coffee mug, sapphire shaped like a seashell, or titanium shaped like a leaf.\n\n]]\n\nReflect carefully before answering to ensure originality and visual appeal.\n\nUse the Think tool to review your output",
        "options": {
          "systemMessage": "=**Role:**  \nYou are an AI designed to generate **one immersive, realistic idea** based on a user-provided topic. Your output must be formatted as a **single-line JSON array** and follow the rules below exactly.\n\n---\n\n### RULES\n\n1. **Number of ideas**  \n   - Return **only one idea**.\n\n2. **Topic**  \n   - The user will provide a keyword (e.g., “glass cutting ASMR,” “wood carving sounds,” “satisfying rock splits”).\n\n3. **Idea**  \n   - Maximum 13 words.  \n   - Describe a viral-worthy, original, or surreal moment related to the topic.\n\n4. **Caption**  \n   - Short, punchy, viral-friendly.  \n   - Include **one emoji**.  \n   - Exactly **12 hashtags** in this order:  \n     1. 4 topic-relevant hashtags  \n     2. 4 all-time most popular hashtags  \n     3. 4 currently trending hashtags (based on live research)  \n   - All in lowercase.\n\n5. **Environment**  \n   - Maximum 20 words.  \n   - Must match the action in the Idea exactly.  \n   - Specify location (studio table, natural terrain, lab bench…), visual details (dust particles, polished surface, subtle reflections…), and style (macro close-up, cinematic slow-motion, minimalist…).\n\n6. **Sound**  \n   - Maximum 15 words.  \n   - Describe the primary sound for the scene (to feed into an audio model).\n\n7. **Status**  \n   - Always set to `\"for production\"`.\n\n---\n\n### OUTPUT FORMAT (single-line JSON array)\n\n```json\n[\n  {\n    \"Caption\": \"Your short viral title with emoji #4_topic_hashtags #4_all_time_popular_hashtags #4_trending_hashtags\",\n    \"Idea\": \"Your idea under 13 words\",\n    \"Environment\": \"Your vivid setting under 20 words matching the action\",\n    \"Sound\": \"Your primary sound description under 15 words\",\n    \"Status\": \"for production\"\n  }\n]\n"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.9
    },
    {
      "id": "3d72df45-beca-4a5b-b0dd-1a8ed583d952",
      "name": "Generate Detailed Video Prompts",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1760,
        0
      ],
      "parameters": {
        "text": "=Give me 3 video prompts based on the previous idea\n\nUse the Think tool to review your output",
        "options": {
          "systemMessage": "=Role: You are a prompt-generation AI specializing in cinematic, ASMR-style video prompts. Your task is to generate a multi-scene video sequence that vividly shows a sharp knife actively cutting through a specific object in a clean, high-detail setting.\n\nYour writing must follow this style:\n\nSharp, precise cinematic realism.\n\nMacro-level detail with tight focus on the blade interacting with the object.\n\nThe knife must always be in motion — slicing, splitting, or gliding through the material. Never idle or static.\n\nCamera terms are allowed (e.g. macro view, tight angle, over-the-blade shot).\n\nEach scene must contain all of the following, expressed through detailed visual language:\n\n✅ The main object or subject (from the Idea)\n\n✅ The cutting environment or surface (from the Environment)\n\n✅ The texture, structure, and behavior of the material as it’s being cut\n\n✅ A visible, sharp blade actively cutting\n\nDescriptions should show:\n\nThe physical makeup of the material — is it translucent, brittle, dense, reflective, granular, fibrous, layered, or fluid-filled?\n\nHow the material responds to the blade — resistance, cracking, tearing, smooth separation, tension, vibration.\n\nThe interaction between the blade and the surface — light reflection, buildup of particles, contact points, residue or dust.\n\nAny ASMR-relevant sensory cues like particle release, shimmer, or subtle movement, but always shown visually — not narrated.\n\nTone:\n\nClean, clinical, visual.\n\nNo poetic metaphors, emotion, or storytelling.\n\nAvoid fantasy or surreal imagery.\n\nAll description must feel physically grounded and logically accurate.\n\nLength:\n\nEach scene must be between 1,000 and 2,000 characters.\n\nNo shallow or repetitive scenes — each must be immersive, descriptive, and specific.\n\nEach scene should explore a distinct phase of the cutting process, a different camera perspective, or a new behavior of the material under the blade.\n\nInputs:\n\nIdea: \"{{ $json.idea }}\"\nEnvironment: \"{{ $json.environment_prompt }}\"\nSound: \"{{ $json.sound_prompt }}\"\n\nFormat:\n\nIdea: \"...\"\nEnvironment: \"...\"\nSound: \"...\"\n\nScene 1: \"...\"\nScene 2: \"...\"\nScene 3: \"...\"\nScene 4: \"...\"\nScene 5: \"...\"\nScene 6: \"...\"\nScene 7: \"...\"\nScene 8: \"...\"\nScene 9: \"...\"\nScene 10: \"...\"\nScene 11: \"...\"\nScene 12: \"...\"\nScene 13: \"...\"\n\n"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.9
    },
    {
      "id": "d31597c6-f9e3-48d6-8a61-9a4424ef7021",
      "name": "Generate Video Clips (seedance)",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        880,
        544
      ],
      "parameters": {
        "url": "https://api.wavespeed.ai/api/v3/bytedance/seedance-v1-pro-t2v-480p",
        "method": "POST",
        "options": {
          "batching": {
            "batch": {
              "batchSize": 1,
              "batchInterval": 3000
            }
          }
        },
        "jsonBody": "={\n  \"aspect_ratio\": \"9:16\",\n  \"duration\": 10,\n  \"prompt\": \"VIDEO THEME: {{$('Generate Detailed Video Prompts').item.json.output.Idea}} | WHAT HAPPENS IN THE VIDEO: {{$json.description}} | WHERE THE VIDEO IS SHOT: {{$('Generate Detailed Video Prompts').item.json.output.Environment}}\"\n}\n",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "QhpKhFJMiQAReugp",
          "name": "Header Auth account 4"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "6c89b710-f5b6-43d8-b5d6-19ee65a21178",
      "name": "Upload Video to BLOTATO",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        688,
        1568
      ],
      "parameters": {
        "mediaUrl": "={{ $json.final_output }}",
        "resource": "media"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "dc0d81e5-e79f-4cac-8f70-2f3cb0245a4f",
      "name": "Youtube",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1504,
        1360
      ],
      "parameters": {
        "options": {},
        "platform": "youtube",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "8047",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/8047",
          "cachedResultName": "DR FIRASS (Dr. Firas)"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}",
        "postCreateYoutubeOptionTitle": "={{ $('Save Idea & Metadata to Google Sheets').first().json.idea }}",
        "postCreateYoutubeOptionPrivacyStatus": "private",
        "postCreateYoutubeOptionShouldNotifySubscribers": false
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "72b01b16-ec37-4213-b373-61ff189be5ce",
      "name": "Tiktok",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1136,
        1184
      ],
      "parameters": {
        "options": {},
        "platform": "tiktok",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "2079",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/2079",
          "cachedResultName": "elitecybzcs"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "ecefa11f-55e1-47ca-8f1a-6e8fc4a6e1da",
      "name": "Merge",
      "type": "n8n-nodes-base.merge",
      "position": [
        1792,
        1264
      ],
      "parameters": {
        "mode": "chooseBranch",
        "numberInputs": 9
      },
      "typeVersion": 3.2
    },
    {
      "id": "9b1c4354-4710-4e01-bc39-357da758fc1e",
      "name": "Update Status to \"DONE\"",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1968,
        1376
      ],
      "parameters": {
        "columns": {
          "value": {
            "idea": "={{ $('Save Idea & Metadata to Google Sheets').first().json.idea }}",
            "production": "Publish"
          },
          "schema": [
            {
              "id": "id",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "id",
              "defaultMatch": true,
              "canBeUsedToMatch": true
            },
            {
              "id": "idea",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "idea",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "caption",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "caption",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "production",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "production",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "environment_prompt",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "environment_prompt",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "sound_prompt",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "sound_prompt",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "final_output",
              "type": "string",
              "display": true,
              "removed": true,
              "required": false,
              "displayName": "final_output",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "idea"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "appendOrUpdate",
        "sheetName": {
          "__rl": true,
          "mode": "id",
          "value": "="
        },
        "documentId": {
          "__rl": true,
          "mode": "id",
          "value": "="
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "51us92xkOlrvArhV",
          "name": "Google Sheets account"
        }
      },
      "typeVersion": 4.5
    },
    {
      "id": "aa5e2e2a-4796-4227-acbc-f35ed12d1f84",
      "name": "Linkedin",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1328,
        1184
      ],
      "parameters": {
        "options": {},
        "platform": "linkedin",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "1446",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/1446",
          "cachedResultName": "Samuel Amalric"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "0e0bf2c4-fba7-47f8-976b-8ac59e7e7c2a",
      "name": "Facebook",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1504,
        1184
      ],
      "parameters": {
        "options": {},
        "platform": "facebook",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "1759",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/1759",
          "cachedResultName": "Firass Ben"
        },
        "facebookPageId": {
          "__rl": true,
          "mode": "list",
          "value": "101603614680195",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/1759/subaccounts/101603614680195",
          "cachedResultName": "Dr. Firas"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "e7c07757-8d72-41bd-bb00-da0faed38e8a",
      "name": "Instagram",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1136,
        1360
      ],
      "parameters": {
        "options": {},
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "11892",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/11892",
          "cachedResultName": "doc.firass"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "d2e3223b-8355-42e1-a145-fbf6888725ef",
      "name": "Threads",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1136,
        1568
      ],
      "parameters": {
        "options": {},
        "platform": "threads",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "2280",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/2280",
          "cachedResultName": "doc.firass"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "03ef5dad-624d-49fa-85f8-767bdcd3f5ac",
      "name": "Bluesky",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1328,
        1568
      ],
      "parameters": {
        "options": {},
        "platform": "bluesky",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "6012",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/6012",
          "cachedResultName": "formationinternet.bsky.social"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "cdf84688-a254-4288-9cbc-b5c66f09cea0",
      "name": "Pinterest",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1504,
        1568
      ],
      "parameters": {
        "options": {},
        "platform": "pinterest",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "363",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/363",
          "cachedResultName": "formationinternet2022"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "pinterestBoardId": {
          "__rl": true,
          "mode": "id",
          "value": "1146658823815436667"
        },
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "9576e941-bd26-4b47-ae0d-4ec50350d9a3",
      "name": "Twitter (X)",
      "type": "@blotato/n8n-nodes-blotato.blotato",
      "position": [
        1328,
        1360
      ],
      "parameters": {
        "options": {},
        "platform": "twitter",
        "accountId": {
          "__rl": true,
          "mode": "list",
          "value": "1289",
          "cachedResultUrl": "https://backend.blotato.com/v2/accounts/1289",
          "cachedResultName": "Docteur_Firas"
        },
        "postContentText": "={{ $('Save Idea & Metadata to Google Sheets').first().json.caption }}",
        "postContentMediaUrls": "={{ $json.url }}"
      },
      "credentials": {
        "blotatoApi": {
          "id": "NtMnRSKAAN5u9lyc",
          "name": "Blotato account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "3912175b-5ccd-4b8e-8092-943ee7952434",
      "name": "LLM: Generate Raw Idea (GPT-5)",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        912,
        288
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-5-mini",
          "cachedResultName": "gpt-5-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "6h3DfVhNPw9I25nO",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "527f2751-2d7e-4749-87ed-7df50bb3da1b",
  "connections": {
    "Merge": {
      "main": [
        [
          {
            "node": "Update Status to \"DONE\"",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Tiktok": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Bluesky": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 7
          }
        ]
      ]
    },
    "Threads": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 6
          }
        ]
      ]
    },
    "Youtube": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 5
          }
        ]
      ]
    },
    "Facebook": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 2
          }
        ]
      ]
    },
    "Linkedin": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Instagram": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 3
          }
        ]
      ]
    },
    "Pinterest": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 8
          }
        ]
      ]
    },
    "Twitter (X)": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 4
          }
        ]
      ]
    },
    "URL Final Video": {
      "main": [
        [
          {
            "node": "Upload Video to BLOTATO",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Retrieve Video Clips": {
      "main": [
        [
          {
            "node": "Generate ASMR Sound (Fal AI)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Update Status to \"DONE\"": {
      "main": [
        []
      ]
    },
    "Upload Video to BLOTATO": {
      "main": [
        [
          {
            "node": "Tiktok",
            "type": "main",
            "index": 0
          },
          {
            "node": "Linkedin",
            "type": "main",
            "index": 0
          },
          {
            "node": "Facebook",
            "type": "main",
            "index": 0
          },
          {
            "node": "Instagram",
            "type": "main",
            "index": 0
          },
          {
            "node": "Twitter (X)",
            "type": "main",
            "index": 0
          },
          {
            "node": "Youtube",
            "type": "main",
            "index": 0
          },
          {
            "node": "Threads",
            "type": "main",
            "index": 0
          },
          {
            "node": "Bluesky",
            "type": "main",
            "index": 0
          },
          {
            "node": "Pinterest",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Retrieve Final Merged Video": {
      "main": [
        [
          {
            "node": "URL Final Video",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Retrieve Final Sound Output": {
      "main": [
        [
          {
            "node": "List Clip URLs for Stitching",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Generate ASMR Sound (Fal AI)": {
      "main": [
        [
          {
            "node": "Wait for Sound Generation (Fal AI)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Generate Creative Video Idea": {
      "main": [
        [
          {
            "node": "Save Idea & Metadata to Google Sheets",
            "type": "main",
            "index": 0
          }
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            "node": "Merge Clips into Final Video (Fal AI)",
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            "node": "Generate Creative Video Idea",
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            "node": "Extract Individual Scene Descriptions",
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    "Generate Video Clips (seedance)": {
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            "node": "Wait for Clip Generation (Wavespeed AI)",
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    "Wait for Video Rendering (Fal AI)": {
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            "node": "Retrieve Final Merged Video",
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            "node": "Generate Detailed Video Prompts",
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            "node": "Retrieve Final Sound Output",
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            "index": 0
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            "node": "Generate Detailed Video Prompts",
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            "node": "Generate Video Clips (seedance)",
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            "node": "Wait for Video Rendering (Fal AI)",
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          }
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    },
    "Save Idea & Metadata to Google Sheets": {
      "main": [
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            "node": "Generate Detailed Video Prompts",
            "type": "main",
            "index": 0
          }
        ]
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    },
    "Trigger: Start Daily Content Generation": {
      "main": [
        [
          {
            "node": "Generate Creative Video Idea",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Wait for Clip Generation (Wavespeed AI)": {
      "main": [
        [
          {
            "node": "Retrieve Video Clips",
            "type": "main",
            "index": 0
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    },
    "Tool: Inject Creative Perspective (Idea)": {
      "ai_tool": [
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          {
            "node": "Generate Creative Video Idea",
            "type": "ai_tool",
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    },
    "LLM: Draft Video Prompt Details (GPT-4.1)": {
      "ai_languageModel": [
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          {
            "node": "Generate Detailed Video Prompts",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
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    },
    "Parse AI Output (Idea, Environment, Sound)": {
      "ai_outputParser": [
        [
          {
            "node": "Generate Creative Video Idea",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    }
  }
}