RAG & Knowledge Basesfree

Automated Book Summarization with DeepSeek AI, Qdrant Vector Db & Google Drive

by Abdellah HomraniUpdated Aug 2026

Requires

Google Drive

1/5

STEPS · 24

Starts on a Google Drive event

On a new Google Drive file, embeds the book into Qdrant and generates a summary with DeepSeek via retrieval-augmented Q&A.

Drive Document Chat Agent

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

When files are added to Google Drive, indexes them into Milvus with Cohere embeddings so an OpenAI chat agent answers questions.

On chat message, embeds Google Drive documents into Pinecone and answers via an OpenAI agent over the vector store.