Use Cases
- Automate document uploads from Google Drive to a vector database.
- Enhance data retrieval capabilities using AI embeddings.
- Streamline document management for machine learning applications.
- Facilitate semantic search and recommendations based on document content.
How It Works
Trigger the workflow manually to start the document upload process. Download the specified document from Google Drive. Load the document data into the workflow for processing. Split the document into manageable chunks for better analysis. Generate embeddings using OpenAI to represent the document content. Insert the embeddings into the Pinecone Vector Database for storage.
Setup Steps
- 1Import the workflow template into n8n.
- 2Connect your Google Drive account for document access.
- 3Set up your Pinecone account for vector storage.
- 4Configure OpenAI credentials for embeddings generation.
- 5Test the workflow by clicking 'Test workflow' to initiate the process.
Apps Used
Google Drive
Pinecone
OpenAI
Categories
Target Roles
Industries
Tags
#document automation
#process automation
#workflow management