Ask questions about contracts and PDFs — get answers vi

This automation solves the problem of quickly retrieving information from legal, HR, and commercial documents. It´s ideal for teams needing instant access to contract clauses, internal policies, or service terms without manually searching through PDF files.

## Who it´s for
- Legal teams querying contract details
- HR specialists searching internal documentation
- Procurement managers verifying contract terms
- Customer support agents answering policy-related questions
- Business owners automating access to company documentation

## What the automation does
- Loads PDF documents from Google Drive
- Splits text into chunks and converts them into vector embeddings using OpenAI
- Stores vectors in Pinecone for semantic search
- Accepts user queries via webhook (e.g., Lovable form) or chat interface
- Retrieves relevant document passages using a LangChain agent with RAG
- Returns AI-generated answers based on retrieved content

## What´s included
- Ready-to-use n8n workflow
- Trigger logic: HTTP webhook, manual trigger, chat message received
- Integrations with Google Drive, Pinecone, OpenAI, Lovable, and webhooks
- Basic setup and adaptation guide

## Requirements for setup
- n8n instance with workflow execution access
- Google Drive account with read access to PDFs
- Pinecone account for vector storage
- OpenAI API key
- External form (e.g., Lovable) or chat interface for user input

## Benefits and outcomes
- Reduces document lookup time from minutes to seconds
- Eliminates errors in interpreting contract terms
- Centralizes knowledge access without full document review
- Automates responses for support and internal inquiries
- Scales knowledge base without increasing team workload

## 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.