This automation turns voice-based user queries into structured, personalized travel itineraries using AI agents and vector search. Built on n8n, LangChain, and Pinecone, it enables seamless integration with voice interfaces like ElevenLabs for real-time, hands-free travel planning.
## Who it´s for
- Travel agency owners automating customer consultations
- Developers building voice-powered travel bots
- SaaS products in the travel tech space with AI integration
- Companies using ElevenLabs for voice interaction
- Marketers creating AI travel agents with personalization
## What the automation does
- Receives voice messages via HTTP webhook from ElevenLabs
- Converts speech to text and extracts key parameters (destination, duration, number of travelers)
- Triggers a LangChain agent to retrieve relevant tour data from Pinecone vector database
- Builds a daily itinerary respecting time rules, logistics, and preferences
- Returns a structured JSON itinerary back through the webhook for voice playback
## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic based on voice_message and http_webhook
- Integrations with ElevenLabs, OpenAI API, Pinecone, and HTTP Webhook
- Basic textual guide for launch and adaptation
## Requirements for setup
- n8n account (cloud or self-hosted)
- API keys: OpenAI, Pinecone, ElevenLabs
- Pre-populated Pinecone vector database with tour and activity embeddings
- Access to a webhook endpoint to receive voice input
## Benefits and outcomes
- Reduced workload for support agents and travel consultants
- Instant 24/7 response to customer inquiries
- Personalized recommendations powered by semantic search
- Scalable backend for voice-driven travel assistants
- Compatibility with any ElevenLabs-based voice interface
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
voice travel agent
AI itinerary generation
personalized travel planning
webhook from ElevenLabs
n8n workflow automation
LangChain agent
Pinecone vector database
voice-based tour search
travel itinerary AI
trip planning with OpenAI
voice request processing
AI-powered travel assistant
structured daily itinerary
vector search for tours
natural language to itinerary
automated travel recommendations
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