Automated Book Summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
n8n template #4566Summary
Use template📚 AI Book Summarizer with Vector Search – n8n Automation Overview This n8n workflow automates the process of summarizing uploaded books from Google Drive using vector databases and LLMs. It uses Cohere for embeddings, Qdrant for storage and retrieval, and DeepSeek or your preferred LLM for summarization and Q\&A. Designed for researchers, students, and productivity enthusiasts! Result Example Problem 🛠️ ⏳ Reading full books or papers to extract core ideas can take hours. 🧠 Manually summarizing or searching inside long documents is inefficient and overwhelming. Solution ✅ Use this workflow to: Upload a book to Google Drive 📥 Auto-split and embed the content into Qdrant 🔍 Summarize it usi
Hand off to your agent
Prompt
Help me set up the n8n workflow "Automated Book Summarization with DeepSeek AI, Qdrant Vector DB & Google Drive" (https://n8n.io/workflows/4566). It uses: HTTP Request, Google Drive, Code, AI Agent, Question and Answer Chain, Embeddings Cohere, Simple Memory, Vector Store Retriever, Recursive Character Text Splitter, Default Data Loader, Qdrant Vector Store, Information Extractor, DeepSeek Chat Model. 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
HTTP RequestGoogle DriveCodeAI AgentQuestion and Answer ChainEmbeddings CohereSimple MemoryVector Store RetrieverRecursive Character Text SplitterDefault Data LoaderQdrant Vector StoreInformation ExtractorDeepSeek Chat Model
Similar workflows
NameViews
- Advanced AI Demo (Presented at AI Developers #14 meetup)24K
- Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store6,822
- Document Analysis & Chatbot Creation with Llama Parser, Gemini LLM & Pinecone DB2,769
- Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCR994
- Build a RAG System with Automatic Citations using Qdrant, Gemini & OpenAI693
- API Schema Extractor24K
- Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI20K
- Personal Shopper Chatbot for WooCommerce with RAG using Google Drive and openAI12K