Sophisticated Technology, Simple Implementation

1. Document Processing: PDF documents are automatically converted and processed into a searchable format
2. Vector Database: Content is stored in Pinecone's vector database for efficient semantic retrieval
3. AI-Powered Analysis: When you ask a question, the system uses AI to understand your query
4. Contextual Search: The system identifies the most relevant sections in your document
5. Intelligent Response: The AI generates a concise, accurate answer based on document content
6. Source Citation: Each answer includes precise citations to the source material

Built with n8n's powerful automation platform, this workflow can be customized to suit your specific needs, including integration with multiple documents and different AI models.