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Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive

n8nn8n21 modulesv1.0
GmailSlackNotionOpenAIGoogle DriveGemini

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 πŸ› οΈ ⏳ Reading full books or papers to extract core ideas can take hours. 🧠 Manually summarizing

At a glance

Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive is a ready-made n8n workflow you import as a workflow JSON file β€” no build required. It connects Gmail, Slack, Notion, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Gmail, Slack, Notion, OpenAI, Google Drive, Gemini
Modules
21
Price
Free
Version
v1.0
Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive workflow diagram

About this workflow

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 πŸ› οΈ ⏳ Reading full books or papers to extract core ideas can take hours. 🧠 Manually summarizing or searching inside long documents is inefficient and overwhelming. --- Solution βœ… Use this workflow to: Upload a book to Google Drive πŸ“₯ Auto-split and embed the content into Qdrant πŸ” Summarize it using DeepSeek or another LLM πŸ€– Store the final summary back to Google Drive πŸ“€ Clean up the vector store afterward 🧹 --- πŸ”₯ Result ⚑ Instant AI-generated book summary πŸ’‘ Ability to perform semantic search and question-answering πŸ“ Summary saved back to your cloud 🧠 Enhanced productivity for learning and research --- Setup βš™οΈ (4–8 minutes) 1. Google Drive Setup πŸ”— Connect Google Drive credentials πŸ“ Create an input folder (e.g., bookuploads) πŸ“ Create an output folder (e.g., booksummaries) ⚑ Trigger: Use File Created node to monitor bookuploads πŸ“₯ Summary will be saved in booksummaries 2. LLM & Embeddings Setup πŸ”‘ Create and test API keys for: DeepSeek/OpenAI for summarization Cohere for embeddings Qdrant for vector storage πŸ§ͺ Ensure all credentials are added in n8n --- How It Works 🌟 1. πŸ“‚ A file is uploaded to Google Drive 2. ⬇️ File is downloaded 3. 🧱 It's processed, split into chunks, and sent to Qdrant using Cohere embeddings 4. ❓ A Q\&A chain with vector retriever performs information extraction 5. 🧠 A DeepSeek AI Agent analyzes and summarizes the book 6. πŸ“€ The summary is saved to your Drive 7. 🧽 The Qdrant vector collection is deleted (clean-up) --- What’s Included πŸ“¦ βœ… Google Drive integration (input/output) βœ… File chunking and embedding using Cohere βœ… Vector storage with Qdrant βœ… Q\&A with vector retrieval βœ… Summarization via DeepSeek or other LLM βœ… Clean-up for minimal storage overhead --- Customization 🎨 You can tailor it to your use case: πŸ§‘β€πŸ« Adjust summarization prompt for study notes or executive summaries 🌍 Add translation node for multilingual support πŸ” Enable long-term memory by skipping vector deletion πŸ“¨ Send summaries to Notion, Slack, or Email 🧩 Use other LLM providers (OpenAI, Claude, Gemini, etc.) --- 🌐 Explore more workflows ❀️ Buy more workflows at: adamcrafts 🦾 Custom workflows at: adamcrafts@cloudysoftwares.com adamaicrafts@gmail.com > Build once, customize endlessly, and scale your video content like never before. πŸš€

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n β†’ click the menu β†’ Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

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