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⚡ AI-Powered YouTube Video Summarization & Analysis Workflow
This workflow automates the full process of analyzing long YouTube videos and converting them into actionable insights. It extracts transcripts, summarizes key ideas, identifies highlights, generates timestamps, and produces clean structured outputs ready for blogs, short-form videos, educational content, or automated publishing.
Whether you're a creator, researcher, or content repurposer, this system saves hours of manual watching and turns raw videos into organized, high-value summaries in seconds.
What This Workflow Does
- Fetches YouTube video metadata and full transcript automatically.
- Generates short, medium, and long summaries depending on your needs.
- Detects the most important moments and creates clickable timestamps.
- Analyzes sentiment, structure, tone, and key concepts.
- Outputs results in blog-ready, social media–ready, and documentation-ready formats.
Why This Workflow Is Useful
Instead of wasting time watching full videos, this automation extracts only the most valuable parts. It helps creators repurpose content, students study faster, researchers collect insights instantly, and social media managers prepare ready-to-publish material without any manual effort.
How It Works (Step-by-Step)
- Receive or scrape a YouTube link.
- Download metadata and full transcript.
- Send transcript to AI summarization module.
- Generate multiple summary formats + highlights.
- Create structured timestamps and topic mapping.
- Export results to Sheets, Notion, Docs, or APIs.
- Optionally auto-publish summaries or short videos.
Integrations
You can connect this workflow with APIs like: YouTube Data API, Google Sheets, Notion API, OpenAI API, Zapier Webhooks, Make.com modules, and more.
Benefits
- Save hours of watching and note-taking.
- Instantly repurpose videos into blogs, scripts, or posts.
- Perfect for rapid content creation pipelines.
- Works with long, short, technical, or educational videos.
- Fully automated and customizable.
Example Outputs
• 1-paragraph summary for social posts.
• Detailed structured notes.
• Automatic timestamps with titles.
• Insights + sentiment + keywords.
• Export-ready text for blogs or newsletters.
Ready to Use
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"content": "## | Step 3: Stitch Video (Fal AI)"
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"content": "# š¬ Generate AI Videos with Seedance & Blotato, Upload to TikTok, YouTube & Instagram \n\n---\n\n## š„ Full Tutorial \n\n## [Video Tutorial](https://youtu.be/AzOgpdn8ngY) \n@[youtube](AzOgpdn8ngY)\n\n---\n\n## š Documentation \nAccess detailed instructions, API guides, platform connections, and workflow customization: \n\nš [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. šØ **Seedance AI & Wavespeed AI credentials** (for prompt and video clip generation) \n3. š **Fal AI API Key** (for sound effects + stitching via ffmpeg API) \n4. š¦ **n8n installed** (latest version recommended) \n5. š **Google Sheets connected** (used to log ideas and outputs) \n š [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## š 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## š 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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"name": "Generate Creative Video Idea",
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"parameters": {
"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
}
]
]
},
"List Clip URLs for Stitching": {
"main": [
[
{
"node": "Merge Clips into Final Video (Fal AI)",
"type": "main",
"index": 0
}
]
]
},
"LLM: Generate Raw Idea (GPT-5)": {
"ai_languageModel": [
[
{
"node": "Generate Creative Video Idea",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Generate Detailed Video Prompts": {
"main": [
[
{
"node": "Extract Individual Scene Descriptions",
"type": "main",
"index": 0
}
]
]
},
"Generate Video Clips (seedance)": {
"main": [
[
{
"node": "Wait for Clip Generation (Wavespeed AI)",
"type": "main",
"index": 0
}
]
]
},
"Wait for Video Rendering (Fal AI)": {
"main": [
[
{
"node": "Retrieve Final Merged Video",
"type": "main",
"index": 0
}
]
]
},
"Tool: Refine and Validate Prompts1": {
"ai_tool": [
[
{
"node": "Generate Detailed Video Prompts",
"type": "ai_tool",
"index": 0
}
]
]
},
"Wait for Sound Generation (Fal AI)": {
"main": [
[
{
"node": "Retrieve Final Sound Output",
"type": "main",
"index": 0
}
]
]
},
"Parse Structured Video Prompt Output": {
"ai_outputParser": [
[
{
"node": "Generate Detailed Video Prompts",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Extract Individual Scene Descriptions": {
"main": [
[
{
"node": "Generate Video Clips (seedance)",
"type": "main",
"index": 0
}
]
]
},
"Merge Clips into Final Video (Fal AI)": {
"main": [
[
{
"node": "Wait for Video Rendering (Fal AI)",
"type": "main",
"index": 0
}
]
]
},
"Save Idea & Metadata to Google Sheets": {
"main": [
[
{
"node": "Generate Detailed Video Prompts",
"type": "main",
"index": 0
}
]
]
},
"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
}
]
]
},
"Tool: Inject Creative Perspective (Idea)": {
"ai_tool": [
[
{
"node": "Generate Creative Video Idea",
"type": "ai_tool",
"index": 0
}
]
]
},
"LLM: Draft Video Prompt Details (GPT-4.1)": {
"ai_languageModel": [
[
{
"node": "Generate Detailed Video Prompts",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Parse AI Output (Idea, Environment, Sound)": {
"ai_outputParser": [
[
{
"node": "Generate Creative Video Idea",
"type": "ai_outputParser",
"index": 0
}
]
]
}
}
}
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