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AI Movie Recommender on WhatsApp

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Created by: Oneclick AI Squad || oneclick-ai

Oneclick AI Squad

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Last update 2 days ago

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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, JustWatch), and replies with movie recommendations or streaming platform availability via WhatsApp.

Fundamental Aspects

  • WhatsApp Webhook Trigger: Initiates the workflow when a WhatsApp message is received.
  • Analyze WhatsApp Message: Uses AI (e.g., Ollama Model) to interpret the user's intent and extract request type.
  • Check Request Type: Determines if the request is for a movie genre or a specific movie title.
  • Check Where Request: Identifies if the request includes a "where to watch" query.
  • Extract Movie Title: Extracts the movie title from the message if specified.
  • Extract Genre: Identifies the movie genre from the message if specified.
  • Search Specific Movie Title: Queries an API (e.g., TMDb) for details about a specific movie.
  • Search Movies by Genre: Queries an API (e.g., TMDb) for movies matching the genre.
  • Get Streaming Availability: Queries an API (e.g., JustWatch) for streaming platforms.
  • Format Streaming Response: Prepares the response with streaming platform details.
  • Format Genre Recommendations: Prepares the response with genre-based movie recommendations.
  • Prepare WhatsApp Message: Formats the final response for WhatsApp.
  • Send WhatsApp Response: Sends the recommendation or streaming info back to the user via WhatsApp.

Setup Instructions

  1. Import the Workflow into n8n: Download the workflow JSON and import it via the n8n interface.
  2. Configure API Credentials:
    • Set up WhatsApp Business API credentials with a valid phone number and token.
    • Configure TMDb API key (e.g., https://api.themoviedb.org).
    • Configure JustWatch API key (e.g., https://api.watchmode.com).
    • Set up AI model credentials (e.g., Ollama Model).
  3. Run the Workflow: Activate the webhook trigger and test with a WhatsApp message.
  4. Verify Responses: Check WhatsApp for accurate movie recommendations or streaming info.
  5. Adjust Parameters: Fine-tune API endpoints or AI model as needed.

Features

  • AI Interpretation: Uses AI to analyze user intents (genre or movie title).
  • API Integration: Searches TMDb for movie details and JustWatch for streaming availability.
  • Real-Time Responses: Sends instant replies via WhatsApp.
  • Custom Recommendations: Provides genre-based or specific movie recommendations.

Technical Dependencies

  • WhatsApp Business API: For receiving and sending messages.
  • TMDb API: For movie details and genre searches.
  • JustWatch API: For streaming availability.
  • Ollama Model: For AI-based message analysis.
  • n8n: For workflow automation and integration.

Customization Possibilities

  • Add More APIs: Integrate additional movie databases (e.g., IMDb).
  • Enhance AI: Train the Ollama Model for better intent recognition.
  • Support More Languages: Add multilingual support for WhatsApp responses.
  • Add Email Alerts: Include email notifications for admin monitoring.
  • Customize Responses: Adjust the format of recommendations or streaming info.