AI study assistant with RAG - Google Gemini with Drive & Supabase vector search
Ready for 3.0What this workflow does
This AI workflow has 17 nodes and runs when a chat message arrives (plus 1 other trigger). Along the way it connects Embeddings Google Gemini, Supabase Vector Store, Postgres Chat Memory and Google Gemini Chat Model and 2 more.
How it runs
Trigger: When a chat message arrives (plus 1 other trigger).
- Study Agent (AI Agent): runs an AI agent, with model: Google Gemini Chat Model; 3 tools (Calculator, Supabase Vector Store, Folder all file to vector); memory: Postgres Chat Memory
- Code: runs custom JavaScript code
- Execute a SQL query (Postgres): run a query
- Search files and folders (Google Drive): work with file folder
- Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
- Download File (Google Drive): download
- Insert into Supabase Vectorstore (Supabase Vector Store): stores documents in the Supabase vector store, with embeddings: Embeddings Google Gemini; document loader: Default Data Loader
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (14)
- Embeddings Google Gemini
@n8n/n8n-nodes-langchain.embeddingsGoogleGemini - Supabase Vector Store
@n8n/n8n-nodes-langchain.vectorStoreSupabase - Postgres Chat Memory
@n8n/n8n-nodes-langchain.memoryPostgresChat - Calculator
@n8n/n8n-nodes-langchain.toolCalculator - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow - AI Agent
@n8n/n8n-nodes-langchain.agent - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Postgres
n8n-nodes-base.postgres - Code
n8n-nodes-base.code - Execute Workflow Trigger
n8n-nodes-base.executeWorkflowTrigger - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Google Drive
n8n-nodes-base.googleDrive
From the author
How it works A complete AI-powered study assistant system that lets you chat naturally with your documents stored in Google Drive: The system has two connected workflows: 1. Document Indexing Pipeline (Sub-workflow): • Accepts Google Drive folder URLs •…