Oneclick AI Squad This workflow corresponds to n8n.io template #7173 — we link there as the canonical source.
This workflow follows the Agent → HTTP Request recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "VtM8HCd8u8XVdY76",
"name": "AI Movie Recommender on WhatsApp",
"tags": [],
"nodes": [
{
"id": "7b3c972a-bed3-45d3-bd94-1fd6d4f2f0c2",
"name": "Ollama Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOllama",
"position": [
100,
1220
],
"parameters": {
"model": "llama3.2-16000:latest",
"options": {}
},
"credentials": {
"ollamaApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "01b7e2c5-b991-4092-8391-53647b710ada",
"name": "Analyze WhatsApp Message",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
20,
1000
],
"parameters": {
"text": "={{ $json.body.message }}",
"options": {
"systemMessage": "You are a movie assistant that analyzes WhatsApp messages for movie requests.\n\nAnalyze the message and determine:\n1. If it's asking for a specific movie (return: \"specific:MovieName\")\n2. If it's asking for genre recommendations (return: \"genre:GenreName\")\n3. If it's asking where to watch something (return: \"where:MovieName\")\n\nExamples:\n- \"I want to watch horror movies\" \u2192 \"genre:horror\"\n- \"Where can I watch Jumanji?\" \u2192 \"where:Jumanji\"\n- \"Recommend me action films\" \u2192 \"genre:action\"\n- \"What's available on Netflix?\" \u2192 \"genre:popular\"\n\nReply with only the format above, nothing else.\n\nInput: {{ $json.body.message }}"
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "e6af8044-a298-4020-8e66-1fcd798a2934",
"name": "Check Request Type",
"type": "n8n-nodes-base.if",
"position": [
400,
1000
],
"parameters": {
"conditions": {
"string": [
{
"value1": "={{ $json.output }}",
"value2": "specific:",
"operation": "contains"
}
]
}
},
"typeVersion": 1
},
{
"id": "46191d6d-568a-463d-9cab-dbc4907ffcde",
"name": "Check Where Request",
"type": "n8n-nodes-base.if",
"position": [
620,
1080
],
"parameters": {
"conditions": {
"string": [
{
"value1": "={{ $json.output }}",
"value2": "where:",
"operation": "contains"
}
]
}
},
"typeVersion": 1
},
{
"id": "578c6858-2b24-45a4-9f7b-3dd4999a5548",
"name": "Extract Movie Title",
"type": "n8n-nodes-base.set",
"position": [
840,
900
],
"parameters": {
"values": {
"string": [
{
"name": "movie_title",
"value": "={{ $json.output.split(':')[1] }}"
},
{
"name": "phone_number",
"value": "={{ $node[\"WhatsApp Webhook Trigger\"].json.body.from }}"
}
]
},
"options": {},
"keepOnlySet": true
},
"typeVersion": 1
},
{
"id": "0283347d-f2dd-4695-b536-9ba16c997bfb",
"name": "Extract Genre",
"type": "n8n-nodes-base.set",
"position": [
840,
1120
],
"parameters": {
"values": {
"string": [
{
"name": "genre",
"value": "={{ $json.output.split(':')[1] }}"
},
{
"name": "phone_number",
"value": "={{ $node[\"WhatsApp Webhook Trigger\"].json.body.from }}"
}
]
},
"options": {},
"keepOnlySet": true
},
"typeVersion": 1
},
{
"id": "e5831fc6-0b89-4944-83d6-c7bf5dfabd9f",
"name": "Search Specific Movie",
"type": "n8n-nodes-base.httpRequest",
"position": [
1060,
900
],
"parameters": {
"url": "https://api.themoviedb.org/3/search/movie",
"options": {},
"authentication": "predefinedCredentialType",
"queryParametersUi": {
"parameter": [
{
"name": "api_key",
"value": "YOUR_TMDB_API_KEY"
},
{
"name": "query",
"value": "={{ $json.movie_title }}"
}
]
}
},
"typeVersion": 1
},
{
"id": "1b6d90a5-16dc-4826-88e5-05ee09b0d152",
"name": "Search Movies by Genre",
"type": "n8n-nodes-base.httpRequest",
"position": [
1060,
1120
],
"parameters": {
"url": "https://api.themoviedb.org/3/discover/movie",
"options": {},
"authentication": "predefinedCredentialType",
"queryParametersUi": {
"parameter": [
{
"name": "api_key",
"value": "YOUR_TMDB_API_KEY"
},
{
"name": "with_genres",
"value": "={{ $json.genre === 'horror' ? '27' : $json.genre === 'action' ? '28' : $json.genre === 'comedy' ? '35' : $json.genre === 'drama' ? '18' : $json.genre === 'romance' ? '10749' : $json.genre === 'thriller' ? '53' : $json.genre === 'sci-fi' || $json.genre === 'science fiction' ? '878' : '28' }}"
},
{
"name": "sort_by",
"value": "popularity.desc"
},
{
"name": "page",
"value": "1"
}
]
}
},
"typeVersion": 1
},
{
"id": "6142cc81-1377-4282-99eb-03d472dd2d5a",
"name": "Get Streaming Availability",
"type": "n8n-nodes-base.httpRequest",
"position": [
1280,
900
],
"parameters": {
"url": "https://api.watchmode.com/v1/title/{{ $json.results[0].id }}/details/",
"options": {},
"queryParametersUi": {
"parameter": [
{
"name": "apiKey",
"value": "YOUR_WATCHMODE_API_KEY"
},
{
"name": "append_to_response",
"value": "sources"
}
]
}
},
"typeVersion": 1
},
{
"id": "444665c4-e78c-4601-9802-75de6260d6d9",
"name": "Format Genre Recommendations",
"type": "n8n-nodes-base.code",
"position": [
1280,
1120
],
"parameters": {
"jsCode": "// Format movie recommendations from genre search\nconst movies = items[0].json.results.slice(0, 5); // Top 5 movies\nconst genre = $node[\"Extract Genre\"].json.genre;\nconst phoneNumber = items[0].json.phone_number;\n\nlet message = `\ud83c\udfac *${genre.toUpperCase()} Movie Recommendations:*\\n\\n`;\n\nmovies.forEach((movie, index) => {\n const rating = movie.vote_average ? `\u2b50 ${movie.vote_average}/10` : 'No rating';\n const year = movie.release_date ? `(${movie.release_date.split('-')[0]})` : '';\n \n message += `${index + 1}. *${movie.title}* ${year}\\n`;\n message += `${rating}\\n`;\n if (movie.overview && movie.overview.length > 100) {\n message += `${movie.overview.substring(0, 100)}...\\n\\n`;\n } else if (movie.overview) {\n message += `${movie.overview}\\n\\n`;\n } else {\n message += 'No description available\\n\\n';\n }\n});\n\nmessage += `\ud83d\udca1 *Want streaming info for any movie? Just ask \"Where can I watch [Movie Name]?\"*`;\n\nreturn [{\n json: {\n phone_number: phoneNumber,\n message: message,\n type: 'genre_recommendations'\n }\n}];"
},
"typeVersion": 2
},
{
"id": "34e44718-176b-4809-94e0-9d554c5c9df0",
"name": "Format Streaming Response",
"type": "n8n-nodes-base.code",
"position": [
1500,
900
],
"parameters": {
"jsCode": "// Format streaming availability response\nconst movie = $node[\"Search Specific Movie\"].json.results[0];\nconst streamingData = items[0].json;\nconst phoneNumber = $node[\"Extract Movie Title\"].json.phone_number;\n\nif (!movie) {\n return [{\n json: {\n phone_number: phoneNumber,\n message: \"\u274c Sorry, I couldn't find that movie. Please check the spelling and try again.\",\n type: 'error'\n }\n }];\n}\n\nlet message = `\ud83c\udfac *${movie.title}*`;\nif (movie.release_date) {\n message += ` (${movie.release_date.split('-')[0]})`;\n}\nmessage += `\\n\u2b50 ${movie.vote_average}/10\\n\\n`;\n\nif (movie.overview) {\n message += `\ud83d\udcd6 *Plot:*\\n${movie.overview}\\n\\n`;\n}\n\n// Check if streaming data is available\nif (streamingData.sources && streamingData.sources.length > 0) {\n message += `\ud83d\udcfa *Available on:*\\n`;\n streamingData.sources.slice(0, 8).forEach(source => {\n const platform = source.name || source.source_name || 'Unknown Platform';\n const type = source.type === 'sub' ? '(Subscription)' : \n source.type === 'rent' ? '(Rent)' : \n source.type === 'buy' ? '(Buy)' : '';\n message += `\u2022 ${platform} ${type}\\n`;\n });\n} else {\n message += `\ud83d\udcfa *Streaming Info:*\\n\u2022 Check Netflix, Prime Video, Disney+, or other platforms\\n\u2022 May be available for rent/purchase on digital platforms`;\n}\n\nreturn [{\n json: {\n phone_number: phoneNumber,\n message: message,\n type: 'streaming_info'\n }\n}];"
},
"typeVersion": 2
},
{
"id": "ce66592d-4f92-48c0-8d27-0ae1fc170a46",
"name": "Prepare WhatsApp Message",
"type": "n8n-nodes-base.code",
"position": [
1500,
1120
],
"parameters": {
"jsCode": "// Prepare WhatsApp message payload\nconst phoneNumber = items[0].json.phone_number;\nconst message = items[0].json.message;\n\nreturn [{\n json: {\n messaging_product: \"whatsapp\",\n to: phoneNumber,\n type: \"text\",\n text: {\n body: message\n }\n }\n}];"
},
"typeVersion": 2
},
{
"id": "d9973ca2-3b10-4fae-b083-3d2b52dc52a9",
"name": "Overview",
"type": "n8n-nodes-base.stickyNote",
"position": [
-100,
0
],
"parameters": {
"color": 5,
"width": 600,
"height": 360,
"content": "## Movie Recommendation WhatsApp Bot\n\n\ud83c\udfac **Features:**\n- Genre-based recommendations (\"I want horror movies\")\n- Specific movie streaming info (\"Where can I watch Jumanji?\")\n- WhatsApp integration with rich formatting\n- TMDb API for movie data\n- Watchmode API for streaming availability\n\n\u2705 Perfect for movie lovers and entertainment bots\n\u2705 Handles both discovery and availability queries"
},
"typeVersion": 1
},
{
"id": "cc2a939c-d5e9-480d-b41d-a07d2046232a",
"name": "Setup Guide",
"type": "n8n-nodes-base.stickyNote",
"position": [
640,
0
],
"parameters": {
"color": 7,
"width": 660,
"height": 360,
"content": "## Setup Instructions:\n\n**APIs Required:**\n1. **TMDb API** (Free) - Get from themoviedb.org\n2. **Watchmode API** (Free tier) - Get from watchmode.com\n3. **WhatsApp Business API** - Meta Developer account\n\n**Configuration:**\n1. Replace API keys in HTTP Request nodes\n2. Set up WhatsApp webhook URL\n3. Configure Ollama model endpoint\n4. Test with sample messages\n\n**Example Messages:**\n- \"I want to watch horror movies\"\n- \"Where can I watch Avengers?\"\n- \"Recommend me comedy films\""
},
"typeVersion": 1
},
{
"id": "10e4252a-09a1-4b5d-9177-d7763bf5e472",
"name": "Message Processing",
"type": "n8n-nodes-base.stickyNote",
"position": [
-260,
760
],
"parameters": {
"color": 4,
"width": 500,
"height": 600,
"content": "## Message Processing\n\nWhatsApp webhook receives messages \u2192 AI analyzes intent \u2192 Routes to appropriate handler"
},
"typeVersion": 1
},
{
"id": "6517c012-f59d-4c14-bd51-1d0261490ef3",
"name": "Request Routing",
"type": "n8n-nodes-base.stickyNote",
"position": [
320,
640
],
"parameters": {
"color": 3,
"width": 480,
"height": 600,
"content": "## Request Routing\n\nDetermines if user wants:\n- Specific movie info\n- Genre recommendations \n- Streaming availability"
},
"typeVersion": 1
},
{
"id": "c2b73395-abae-4d42-9eeb-8a4946f8997d",
"name": "API Integration",
"type": "n8n-nodes-base.stickyNote",
"position": [
820,
620
],
"parameters": {
"color": 6,
"width": 560,
"height": 600,
"content": "## API Integration\n\nTMDb for movie search \u2192 Watchmode for streaming \u2192 Format response \u2192 Send via WhatsApp"
},
"typeVersion": 1
},
{
"id": "6e53dc12-4048-4cca-a8e1-1ec76e557ebc",
"name": "Response Formatting",
"type": "n8n-nodes-base.stickyNote",
"position": [
1480,
700
],
"parameters": {
"color": 2,
"width": 560,
"height": 600,
"content": "## Response Formatting\n\nCustom JavaScript formats movie data with emojis, ratings, and streaming platforms for WhatsApp"
},
"typeVersion": 1
},
{
"id": "faec17ce-cb22-448c-81bd-b310487529ec",
"name": "Send WhatsApp Response",
"type": "n8n-nodes-base.httpRequest",
"position": [
1720,
1000
],
"parameters": {
"url": "https://graph.facebook.com/v17.0/YOUR_PHONE_NUMBER_ID/messages",
"options": {},
"authentication": "predefinedCredentialType"
},
"typeVersion": 1
},
{
"id": "e8ff4c7a-9ec1-47c8-897b-dbd5045e15a1",
"name": "WhatsApp Webhook Trigger",
"type": "n8n-nodes-base.webhook",
"position": [
-200,
1000
],
"parameters": {
"path": "daa6c91b-b1f7-430d-8ff1-c6afc19cdd40",
"options": {},
"httpMethod": "POST"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "2715ef60-87da-45ad-a9dd-46adb914aaa7",
"connections": {
"Ollama Model": {
"ai_languageModel": [
[
{
"node": "Analyze WhatsApp Message",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Extract Genre": {
"main": [
[
{
"node": "Search Movies by Genre",
"type": "main",
"index": 0
}
]
]
},
"Check Request Type": {
"main": [
[
{
"node": "Extract Movie Title",
"type": "main",
"index": 0
}
],
[
{
"node": "Check Where Request",
"type": "main",
"index": 0
}
]
]
},
"Check Where Request": {
"main": [
[
{
"node": "Extract Movie Title",
"type": "main",
"index": 0
}
],
[
{
"node": "Extract Genre",
"type": "main",
"index": 0
}
]
]
},
"Extract Movie Title": {
"main": [
[
{
"node": "Search Specific Movie",
"type": "main",
"index": 0
}
]
]
},
"Search Specific Movie": {
"main": [
[
{
"node": "Get Streaming Availability",
"type": "main",
"index": 0
}
]
]
},
"Search Movies by Genre": {
"main": [
[
{
"node": "Format Genre Recommendations",
"type": "main",
"index": 0
}
]
]
},
"Analyze WhatsApp Message": {
"main": [
[
{
"node": "Check Request Type",
"type": "main",
"index": 0
}
]
]
},
"Prepare WhatsApp Message": {
"main": [
[
{
"node": "Send WhatsApp Response",
"type": "main",
"index": 0
}
]
]
},
"WhatsApp Webhook Trigger": {
"main": [
[
{
"node": "Analyze WhatsApp Message",
"type": "main",
"index": 0
}
]
]
},
"Format Streaming Response": {
"main": [
[
{
"node": "Send WhatsApp Response",
"type": "main",
"index": 0
}
]
]
},
"Get Streaming Availability": {
"main": [
[
{
"node": "Format Streaming Response",
"type": "main",
"index": 0
}
]
]
},
"Format Genre Recommendations": {
"main": [
[
{
"node": "Prepare WhatsApp Message",
"type": "main",
"index": 0
}
]
]
}
}
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
ollamaApi
Pro
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About this workflow
This automated n8n workflow enables an AI-powered movie recommendation system on WhatsApp. Users send messages like "I want to watch a horror movie" or "Where can I watch the Jumanji movie?" The workflow uses AI to interpret the request, searches relevant APIs (e.g., TMDb,…
Source: https://n8n.io/workflows/7173/ — original creator credit. Request a take-down →
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