RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini
n8n template #2871Summary
Use templateWorkflow based on the following article. https://www.anthropic.com/news/contextual-retrieval This n8n automation is designed to extract, process, and store content from documents into a Pinecone vector store using context-based chunking. The workflow enhances retrieval accuracy in RAG (Retrieval-Augmented Generation) setups by ensuring each chunk retains meaningful context. Workflow Breakdown: 🔹 Google Drive - Retrieve Document: The automation starts by fetching a source document from Google Drive. This document contains structured content, with predefined boundary markers for easy segmentation. 🔹 Extract Text Content - Once retrieved, the document’s text is extracted for processing. Speci
Hand off to your agent
Prompt
Help me set up the n8n workflow "RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini" (https://n8n.io/workflows/2871). It uses: Google Drive, Code, AI Agent, Recursive Character Text Splitter, Pinecone Vector Store, Default Data Loader, Embeddings Google Gemini. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
Google DriveCodeAI AgentRecursive Character Text SplitterPinecone Vector StoreDefault Data LoaderEmbeddings Google Gemini
Similar workflows
NameViews
- Build an AI-Powered Tech Radar Advisor with SQL DB, RAG, and Routing Agents12K
- IT Support Chatbot with Google Drive, Pinecone & Gemini | AI Doc Processing11K
- Personal Portfolio CV Rag Chatbot - with Conversation Store and Email Summary3,462
- WhatsApp AI Assistant for Q&A & Bookings with Gemini, Pinecone & Google Sheets235
- RAG Chatbot for Company Documents using Google Drive and Gemini95K
- AI-Powered RAG Workflow For Stock Earnings Report Analysis15K
- Automate business partner outreach with Google Maps, GPT-4 & WhatsApp917
- WhatsApp Group Chat with Your Vector Database — No Facebook Business Required779