RAG & Knowledge Bases
800 sonuç — 125 indirilebilir workflow dosyası, 675 kaynağa bağlı n8n referansı
Webhook with Schedule
On a schedule, embeds Google Drive files into a Pinecone store with Gemini, then answers webhook queries and emails replies via Gmail.
Webhook with Toolvectorstore — OpenAI
On a webhook, runs an OpenAI agent that retrieves Google Drive documents from a Qdrant vector store and returns answers.
WhatsApp Drive Knowledge Assistant
Indexes Google Drive documents into a Qdrant vector store, then answers WhatsApp messages with an OpenAI RAG agent.
OpenAI, Google Drive & WhatsApp Automation
On a webhook, an OpenAI agent answers WhatsApp queries using Google Drive documents indexed in a Qdrant vector store.
Google Drive Document Q&A API
Loads Google Drive documents into a Qdrant vector store and answers questions via webhook using OpenAI retrieval QA.
Webhook with Toolvectorstore
On a webhook, runs an OpenAI agent that retrieves Google Drive documents from a Qdrant vector store to answer queries.
OpenAI RAG Question Answering Agent
On a webhook call, answers questions with an OpenAI RAG agent over an in-memory vector store, calling HTTP tools and responding.
Webhook & Google Drive
On a webhook chat query, retrieves answers from Google Drive documents embedded in Qdrant using OpenAI and responds to the request.
Wait & Embeddingsmistralcloud — OpenAI
On a chat message, embeds and indexes files into Qdrant, then answers with an OpenAI agent over retrieved context.
Wait & HTTP Request — Google Sheets
Fetches documents via HTTP, chunks and embeds them with Gemini into a Qdrant vector store, classifies, and extracts structured fields.
Wait & HTTP Request — Google Gemini
When triggered, splits and embeds documents with Google Gemini into a Qdrant vector store, then classifies and extracts structured fields.
Wait & Embeddingsmistralcloud
On a chat message, loads and embeds files into a Qdrant vector store, then answers queries via an OpenAI agent with memory.
Wait & HTTP Request — Mistral
On a chat message, embeds scraped content into Qdrant with Mistral and answers questions through a Mistral agent with workflow tools.
Google Drive, OpenAI & Telegram Automation
On a chat message, an OpenAI agent retrieves answers from a Qdrant vector store built from Google Drive documents and replies via Telegram.
E Mail Chatbot with Both Semantic and Structured RAG, Using Telegram and Pgvector
On a Telegram message, runs an OpenAI agent doing semantic and structured RAG over Pgvector, replying with grounded answers in Telegram.
AI Document Assistant Via Telegram + Supabase
On a Telegram message, runs a Gemini RAG agent over a Supabase vector store and answers questions back in Telegram.
Telegram with OpenAI — Google Calendar
On webhook input, an OpenAI agent answers from a Qdrant store of Google Drive docs, books Google Calendar events, and replies on Telegram.
Supabase with Google Drive
On a chat message, loads Google Drive documents into Supabase vectors and answers questions with OpenAI retrieval-augmented generation.
Supabase with Google Drive — OpenAI
On a chat message, loads Google Drive documents into Supabase vectors and answers questions with OpenAI retrieval-augmented generation.
Google Gemini Automation
On a chat message, a Google Gemini agent answers using Qdrant vector search and returns the response via webhook.
Stopanderror with Telegram — OpenAI
On a Telegram message, runs retrieval Q&A over a Pinecone store using OpenAI embeddings and Groq, then replies in Telegram.
Stopanderror with Telegram
On a Telegram message, runs retrieval Q&A over a Pinecone store using OpenAI embeddings and Groq, then replies in Telegram.
Stickynote with Memorymongodbchat
On a chat message, a Gemini agent answers using MongoDB Atlas vector search, OpenAI embeddings, and MongoDB chat memory.
OpenAI to Supabase Automation
On an MCP request, embeds queries with OpenAI and searches a Supabase vector store.