AI-Powered Travel Itineraries from Web Forms

# Generate personalized travel packages via web form using AI, Pinecone, and GPT-4o

This automation workflow enables instant generation of personalized travel itineraries based on user input. Designed for travel agencies, startups, and SaaS platforms aiming to deliver smart recommendations without manual intervention.

## Who it´s for
- Travel agencies automating package selection
- Developers building personalized travel apps
- Agency owners using website forms for lead intake
- SaaS products in the travel industry with AI-powered recommendations

## What the automation does
- Receives a destination query via webhook from Lovable UI
- Searches relevant tours and activities in Pinecone vector database
- Generates a multi-day personalized itinerary using a GPT-4o powered LangChain agent
- Structures output in detailed JSON format with daily breakdowns, locations, and activities
- Returns response to frontend for user display
- Example: query "Kuala Lumpur" → 3-day itinerary including Petronas Towers and Thean Hou Temple

## What´s included
- Ready-to-use n8n workflow with LangChain agent and vector store integration
- Webhook trigger and input parsing logic
- Integrations with Pinecone, OpenAI API, and Lovable via HTTP nodes
- Structured JSON output using OpenAI’s Structured Output Parser
- Basic setup and adaptation guide

## Requirements for setup
- n8n instance (self-hosted or cloud)
- Pinecone account with pre-loaded tour data embeddings
- OpenAI API key with access to GPT-4o
- Lovable web form configured to send data via webhook

## Benefits and outcomes
- Reduces proposal generation time from hours to seconds
- Enables fully automated, personalized travel recommendations
- Scalable: handles thousands of requests with no additional effort
- Easy frontend integration via structured JSON response
- Fast updates to knowledge base by re-embedding new tour data
- Increases conversion through speed and relevance

## 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 chat