Créer des articles basés sur des faits à partir de sources de connaissances avec Lookio et OpenAI GPT
Ceci est unContent Creation, Multimodal AIworkflow d'automatisation du domainecontenant 19 nœuds.Utilise principalement des nœuds comme Set, SplitOut, Aggregate, FormTrigger, HttpRequest. Créer des articles factuels à partir de sources de connaissances avec Lookio et OpenAI GPT
- •Peut nécessiter les informations d'identification d'authentification de l'API cible
- •Clé API OpenAI
Nœuds utilisés (19)
Catégorie
{
"nodes": [
{
"id": "92d1a6cf-5c1b-44e2-a6b7-7b51b5e8455e",
"name": "Nouveau contenu - générer des questions de recherche",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
-1008,
528
],
"parameters": {
"text": "=Content title: {{ $json.Title }}\n\nArticle guidelines: {{ $json.Guidelines }}\n\n",
"messages": {
"messageValues": [
{
"message": "=You will receive a content title and an angle. Return 5–8 non-overlapping questions in JSON array format that cover everything needed to write excellent content as it breaks down the topic into sub-questions.\n\nGuidelines: \n- Start with simple, short broad questions for example to define the terms (e.g., What is X?, Why is X important?, How to do X?). \n- Then move into more specific, advanced, or analytical questions. \n- Ensure questions together form a complete coverage of the topic. \n\n## Output format:\n\nYou'll return the questions in such a JSON ARRAY:\n\n[\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua, ut enim ad minim veniam?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur?\"\n }\n]"
}
]
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.5
},
{
"id": "a83ee6c4-b669-4985-a905-00c1246d4e90",
"name": "Formater question et réponse",
"type": "n8n-nodes-base.set",
"position": [
320,
768
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "1e33a1f4-a1a2-4962-ac72-cc518d7ff043",
"name": "Question",
"type": "string",
"value": "={{ $('Loop Over Questions').item.json.question }}"
},
{
"id": "903bcf38-13dd-48fb-8eb3-83f7a232aa53",
"name": "Answer",
"type": "string",
"value": "={{ $json.Output }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "012b019b-be98-416a-a2ba-457adbd1d81a",
"name": "Nouveau contenu - Générer la sortie IA",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
144,
-48
],
"parameters": {
"text": "=Article title:\n\n{{ $('Prepare form values').first().json.Title }}\n\nArticle guidelines:\n\n{{ $('Prepare form values').first().json.Guidelines }}\n\n\nContent to leverage:\n\nThis Q&A research provides high-quality knowledge, insights, and sources for your content. Be sure to include source links in your output whenever a source was used.\n\n{{ JSON.stringify($json['Content to leverage'], null, 2) }}\n",
"messages": {
"messageValues": [
{
"message": "=# Role\n\nYour role is to write an article based on the request in the user message.\n\n# What the user message contains\n\nThe user message includes the article title, any guidelines to follow, and comprehensive research material. This research is the sole basis for your article — do not invent information beyond it. When the research includes source links, integrate them smoothly as hyperlinks in the article.\n\n# How to write good articles\n\nYou excel at writing articles by making sure that they deliver value, are concise, seem like they are human-written, not using typical AI useless sentence formulations.\n\n# Your output format\n\nOutput only the full article.\n\n* Begin with a `# H1` title.\n* Use subheadings throughout the article."
}
]
},
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "c39ebdbe-0fd8-4a8a-8e6f-4f71f0593c4c",
"name": "Formulaire de nouvel article",
"type": "n8n-nodes-base.formTrigger",
"position": [
-1568,
528
],
"webhookId": "03bf5925-caac-4232-a081-14ed9c3d04d9",
"parameters": {
"options": {},
"formTitle": "New article",
"formFields": {
"values": [
{
"fieldLabel": "Article title",
"placeholder": "10 ways to do Influencer Marketing in 2025",
"requiredField": true
},
{
"fieldLabel": "Article guidelines",
"placeholder": "Promote xyz and write in British English...",
"requiredField": true
}
]
},
"formDescription": "Fill in this form to trigger the generation of a new article."
},
"typeVersion": 2.3
},
{
"id": "364b4077-2727-460d-b400-e7d39de4ec02",
"name": "Préparer les valeurs du formulaire",
"type": "n8n-nodes-base.set",
"position": [
-1312,
528
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "ec4734ed-654f-478a-ab90-91bfcee1e208",
"name": "Title",
"type": "string",
"value": "={{ $json['Article title'] }}"
},
{
"id": "c034402e-a7b9-4c91-aaed-f24a838c3d91",
"name": "Guidelines",
"type": "string",
"value": "={{ $json['Article guidelines'] }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "d9122da2-a108-4e51-902f-4ffd62d0a69b",
"name": "Analyseur de sortie structurée",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
-880,
752
],
"parameters": {
"jsonSchemaExample": "[\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua, ut enim ad minim veniam?\"\n },\n {\n \"question\": \"Lorem ipsum dolor sit amet, consectetur?\"\n }\n]"
},
"typeVersion": 1.2
},
{
"id": "fc390142-c963-46eb-9ec7-917ad1374a14",
"name": "GPT 5 mini",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1008,
752
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-5-mini",
"cachedResultName": "gpt-5-mini"
},
"options": {
"reasoningEffort": "low"
}
},
"credentials": {
"openAiApi": {
"id": "dMiSy27YCK6c6rra",
"name": "Duv's OpenAI"
}
},
"typeVersion": 1.2
},
{
"id": "fca117d9-a040-4e51-b938-c2125f33f040",
"name": "Séparer les questions",
"type": "n8n-nodes-base.splitOut",
"position": [
-608,
528
],
"parameters": {
"options": {},
"fieldToSplitOut": "output"
},
"typeVersion": 1
},
{
"id": "6cc6e76b-1b0b-4aac-896b-57648949c9e5",
"name": "Boucler sur les questions",
"type": "n8n-nodes-base.splitInBatches",
"position": [
-352,
512
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "c017af5b-418e-4231-ae57-6c642324e0b9",
"name": "GPT 5 chat",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
224,
176
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-5-chat-latest",
"cachedResultName": "gpt-5-chat-latest"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "dMiSy27YCK6c6rra",
"name": "Duv's OpenAI"
}
},
"typeVersion": 1.2
},
{
"id": "908b7320-37b4-45c1-8fc5-c0670398ac49",
"name": "Résultat de l'article",
"type": "n8n-nodes-base.set",
"position": [
560,
-48
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "d3b8c4bc-27d9-4d57-b8d6-3a40b84d7b7d",
"name": "Article",
"type": "string",
"value": "={{ $json.text }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "e00af6b7-0d8a-410c-9d78-743a47b64d5b",
"name": "Note autocollante",
"type": "n8n-nodes-base.stickyNote",
"position": [
-96,
512
],
"parameters": {
"color": 7,
"width": 224,
"height": 320,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n### Connect your lookio.app credentials & replace your assistant ID"
},
"typeVersion": 1
},
{
"id": "009734ed-642f-4916-a3b0-83fa2b6b32f9",
"name": "Agréger le contenu de recherche",
"type": "n8n-nodes-base.aggregate",
"position": [
-112,
160
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData",
"destinationFieldName": "Content to leverage"
},
"typeVersion": 1
},
{
"id": "7e086700-f7cd-44e3-9f23-645a0ac63769",
"name": "Note autocollante 1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1152,
-256
],
"parameters": {
"width": 832,
"height": 560,
"content": "# AI Article Writer Based on Your Knowledge Base\n\nThis isn't just a writer; it's an automated research and content team. It generates high-quality, reliable articles by grounding the entire process in *your own* knowledge base.\n\n## How it works\n1. **Decompose:** An AI planner breaks your article topic into a series of sub-questions.\n2. **Research:** It queries your **Super assistant** to answer each question using *your* connected documents (Notion, Drive, etc.).\n3. **Write:** A final, powerful AI writes the article based *only* on this verified research, including source links.\n\n## How to use\n1. **Set up in Lookio:** First, build your assistant in **Lookio** with your knowledge sources and get your **API Token** & **Assistant ID**.\n2. **Configure this workflow:**\n * Connect your **AI provider** to the LLM nodes.\n * In the **Query Lookio Assistant** node, add your **Assistant ID** and **API Token**.\n3. **Run:** Use the form to enter a title and guidelines, and let the workflow generate your article.\n\n\n*A template built by Guillaume Duvernay*"
},
"typeVersion": 1
},
{
"id": "2311af8d-8f3b-4153-9e9a-94cbdfd995b5",
"name": "Note autocollante 2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-448,
384
],
"parameters": {
"color": 6,
"width": 976,
"height": 608,
"content": "## Answering each sub-question one by one with Lookio"
},
"typeVersion": 1
},
{
"id": "b8d2e5a4-2390-4fd4-8b56-2d6a5e745d48",
"name": "Note autocollante 3",
"type": "n8n-nodes-base.stickyNote",
"position": [
80,
-208
],
"parameters": {
"color": 5,
"width": 368,
"height": 512,
"content": "## AI step writing the final article based on the research and initial request"
},
"typeVersion": 1
},
{
"id": "644b48e0-1bd3-470d-88ae-0a7da22e6eac",
"name": "Note autocollante 4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1152,
384
],
"parameters": {
"color": 6,
"width": 480,
"height": 608,
"content": "## Breaking down the topic into sub-questions"
},
"typeVersion": 1
},
{
"id": "c0c2508f-2d93-4246-be63-3fd73100ad32",
"name": "Note autocollante 5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1648,
400
],
"parameters": {
"color": 4,
"width": 272,
"height": 304,
"content": "## Fill in this form to request a new article"
},
"typeVersion": 1
},
{
"id": "0b703c42-c0a9-4a49-84e9-4dfa60025d6e",
"name": "Interroger l'assistant Lookio",
"type": "n8n-nodes-base.httpRequest",
"position": [
-32,
560
],
"parameters": {
"url": "https://api.lookio.app/webhook/query",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "query",
"value": "={{ $json.question }}"
},
{
"name": "assistant_id",
"value": "<your-assistant-id>"
},
{
"name": "query_mode",
"value": "flash"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "api_key",
"value": "<your-lookio-api-key>"
}
]
}
},
"typeVersion": 4.2
}
],
"connections": {
"c017af5b-418e-4231-ae57-6c642324e0b9": {
"ai_languageModel": [
[
{
"node": "012b019b-be98-416a-a2ba-457adbd1d81a",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"fc390142-c963-46eb-9ec7-917ad1374a14": {
"ai_languageModel": [
[
{
"node": "92d1a6cf-5c1b-44e2-a6b7-7b51b5e8455e",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"c39ebdbe-0fd8-4a8a-8e6f-4f71f0593c4c": {
"main": [
[
{
"node": "364b4077-2727-460d-b400-e7d39de4ec02",
"type": "main",
"index": 0
}
]
]
},
"6cc6e76b-1b0b-4aac-896b-57648949c9e5": {
"main": [
[
{
"node": "009734ed-642f-4916-a3b0-83fa2b6b32f9",
"type": "main",
"index": 0
}
],
[
{
"node": "0b703c42-c0a9-4a49-84e9-4dfa60025d6e",
"type": "main",
"index": 0
}
]
]
},
"364b4077-2727-460d-b400-e7d39de4ec02": {
"main": [
[
{
"node": "92d1a6cf-5c1b-44e2-a6b7-7b51b5e8455e",
"type": "main",
"index": 0
}
]
]
},
"fca117d9-a040-4e51-b938-c2125f33f040": {
"main": [
[
{
"node": "6cc6e76b-1b0b-4aac-896b-57648949c9e5",
"type": "main",
"index": 0
}
]
]
},
"0b703c42-c0a9-4a49-84e9-4dfa60025d6e": {
"main": [
[
{
"node": "a83ee6c4-b669-4985-a905-00c1246d4e90",
"type": "main",
"index": 0
}
]
]
},
"d9122da2-a108-4e51-902f-4ffd62d0a69b": {
"ai_outputParser": [
[
{
"node": "92d1a6cf-5c1b-44e2-a6b7-7b51b5e8455e",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"009734ed-642f-4916-a3b0-83fa2b6b32f9": {
"main": [
[
{
"node": "012b019b-be98-416a-a2ba-457adbd1d81a",
"type": "main",
"index": 0
}
]
]
},
"a83ee6c4-b669-4985-a905-00c1246d4e90": {
"main": [
[
{
"node": "6cc6e76b-1b0b-4aac-896b-57648949c9e5",
"type": "main",
"index": 0
}
]
]
},
"012b019b-be98-416a-a2ba-457adbd1d81a": {
"main": [
[
{
"node": "908b7320-37b4-45c1-8fc5-c0670398ac49",
"type": "main",
"index": 0
}
]
]
},
"92d1a6cf-5c1b-44e2-a6b7-7b51b5e8455e": {
"main": [
[
{
"node": "fca117d9-a040-4e51-b938-c2125f33f040",
"type": "main",
"index": 0
}
]
]
}
}
}Comment utiliser ce workflow ?
Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.
Dans quelles scénarios ce workflow est-il adapté ?
Avancé - Création de contenu, IA Multimodale
Est-ce payant ?
Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.
Workflows recommandés
Partager ce workflow