Extract Drive files, intelligently slice and store in Pinecone

How it works

1. 1.Trigger the workflow manually and extract files from Google Drive
2. 2.Process documents and intelligently split them while preserving context using Gemini
3. 3.Convert chunks into embeddings and store them in Pinecone vector database for immediate retrieval

Use cases

• Build a searchable knowledge repository from multiple company files
• Deploy an advanced RAG system to answer employee queries from internal documents
• Archive and organize large digital content with efficient semantic indexing

Requirements

• Active Google Drive account containing documents to process
• Pinecone API key and active vector database instance
• Google Gemini API access credentials for embeddings and processing

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.