File download and vector storage in Pinecone from Google Drive

• Automate the extraction of text from PDF documents for knowledge management.
• Store customer support FAQs in a vector database for quick retrieval.
• Integrate document data into AI applications for enhanced search capabilities.

Trigger the workflow manually to initiate the process. Download the specified PDF file from Google Drive. Load the downloaded document data for processing. Split the text into manageable segments using a recursive character text splitter. Generate embeddings using OpenAI to represent the text data. Store the embeddings in Pinecone for efficient vector search.

1. 1
   Import the workflow into n8n.
2. 2
   Connect your Google Drive account to enable file downloads.
3. 3
   Set up your OpenAI account for generating embeddings.
4. 4
   Configure your Pinecone account for vector storage.
5. 5
   Test the workflow to ensure all connections are functioning.