Automate file processing from Google Drive to Pinecone Vector Store

• Automate the extraction of content from PDF files stored in Google Drive.
• Store and manage document embeddings for efficient retrieval in AI applications.
• Enhance user interactions by providing context-aware responses using AI agents.

Monitor Google Drive for newly created files in a specified folder. Download and extract content from PDF files. Clean and normalize the extracted text for better processing. Generate document embeddings using Google Gemini for efficient indexing. Insert processed documents into Pinecone vector store for retrieval. Utilize AI agents to generate context-aware responses based on user queries.

1. 1
   Import the workflow template into your n8n instance.
2. 2
   Connect your Google Drive and Pinecone accounts in the credentials section.
3. 3
   Specify the folder in Google Drive to monitor for new files.
4. 4
   Adjust any parameters as necessary to fit your use case.
5. 5
   Activate the workflow to begin automating file processing.