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AI-Powered Bus Lines Chatbot — n8n + Gemini

Developed using the n8n infrastructure and the Gemini model, this chatbot analyzes bus routes via live JSON data. By asking users where they want to go, it provides the most suitable route, line, and schedule information.

AI-Powered Bus Lines Chatbot — n8n + Gemini

This system is an AI-powered smart bus consultant designed to simplify the urban public transportation experience.
The AI Agent module, configured on n8n, is integrated with the Google Gemini model. The bot retrieves bus routes, stops, and schedule information from a constantly updated live JSON data source.

Featured features:

  • Live data integration: Fetches real-time route, stop, and schedule information via a JSON API.
  • Natural language processing: When users ask questions like "How do I get from A to B?", the AI understands the request and generates the correct answer.
  • Route recommendation: Provides the most suitable bus line and transfer information based on the start and end points.
  • Dynamic structure: When the JSON data changes, the bot's responses are automatically updated.
  • n8n Webhook integration: Incoming user requests are received via a webhook, processed, and the response is sent back through the webhook.
  • Flexible memory (Simple Memory): Conversations with the user are stored in short-term memory, allowing multiple questions to be asked without losing context.
  • Customized for business: The chatbot is designed specifically for the relevant institution and is customized according to the business's data.

In conclusion, this solution functions as an AI-based transportation guide, effortlessly finding the most suitable bus line and route for the user.

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