Index tour PDFs into Pinecone via Google Drive and Open

This automation template helps travel agencies and travel-tech companies convert their catalog of tour package PDFs into a semantically indexed knowledge base for AI assistants and recommendation systems. The workflow runs manually and uses n8n with LangChain for document processing.

## Who it´s for
- Travel agencies automating service catalogs
- Chatbot developers for tour recommendations
- Product managers in travel-tech companies
- Data owners with PDF-based tour packages needing semantic search

## What the automation does
- Triggered manually via test trigger
- Retrieves tour package PDFs from a specified Google Drive folder
- Extracts text content and splits it into logical chunks
- Generates vector embeddings using OpenAI
- Stores vectors in Pinecone for semantic search
- Updates vector representations when new tours are added

## What´s included
- Ready-to-use n8n workflow with LangChain support
- Manual trigger and file processing logic
- Integrations with Google Drive, OpenAI, and Pinecone
- Basic text guide for setup and adaptation

## Requirements for setup
- n8n account (cloud or self-hosted)
- Google Drive access with tour package PDFs
- OpenAI API key
- Pinecone account with a created index

## Benefits and outcomes
- Automated population of a vectorized knowledge base
- Support for semantic search across tour descriptions
- Faster development of AI assistants and recommendation engines
- Centralized storage of up-to-date tour data
- Reduced manual effort in catalog updates
- Scalable knowledge base without performance loss

## 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.