Context-Aware Google Drive Chunking for RAG in Pinecone

n8n · complex · 17 nodes

RAG_Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini is an n8n automation template that extracts documents from Google Drive, splits them into context-aware chunks, and uploads vector embeddings into Pinecone for RAG-based retrieval. The pipeline applies recursive character text splitting, uses an AI Agent to prepare section context, generates embeddings via Embeddings Google Gemini, and stores results through the Pinecone Vector Store node. OpenRouter provides the chat model for context preparation steps. Trigger: manual. Integrations: Google Drive. 17 nodes. Ideal for teams building semantic search or knowledge bases from corporate documents.