# Chat agent for querying Google Drive documents via RAG and Pinecone
This automation template enables rapid creation of a context-aware knowledge base: new documents from Google Drive are automatically indexed, and users can ask questions via chat to receive accurate, document-based answers. Ideal for internal knowledge bases, client documentation, and technical specs.
## Who it´s for
- Knowledge managers building internal team knowledge bases
- Consultants using client documents for quick responses
- Developers implementing RAG systems without manual coding
- Project managers automating report and specification processing
## What the automation does
- Triggers when a file is added to a monitored Google Drive folder
- Downloads the file, splits it into chunks, and generates embeddings via OpenAI
- Stores embeddings in Pinecone vector database
- Users send queries via chat — LangChain agent retrieves relevant content and generates contextual answers
- Example: upload a technical spec PDF — team members ask “What’s the maximum node load?” and get precise answers
## What´s included
- Ready-to-use n8n workflow
- Trigger logic: file creation in Google Drive and incoming chat message
- Integrations with Google Drive, Pinecone, and OpenAI
- Basic text instructions for setup and adaptation
## Requirements for setup
- n8n account with workflow execution access
- Google Drive account with API access
- Pinecone account (vector database)
- OpenAI API key
## Benefits and outcomes
- Faster access to information without manual document search
- Automatic knowledge base updates when new files are added
- Contextually accurate answers powered by RAG logic
- Reduced errors in interpreting contracts, specs, and requirements
- Streamlined collaboration for teams handling large volumes of DOCX, PDF, and other docs
## 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
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