RAG & Knowledge Bases
800 Ergebnisse — 125 herunterladbare Workflow-Dateien, 675 quellenverknüpfte n8n-Referenzen
Course Recommendation System for Surveys with Data Tables and GPT 4.1 Mini
On a survey form submission, matches responses against a data table and returns GPT-generated course recommendations on the form.
Build a Knowledge Base Chatbot with Jotform, RAG Supabase, Together AI & Gemini
On a Jotform submission or chat message, retrieves context from Supabase and answers with a Google Gemini RAG agent.
Hybrid Search with Qdrant & n8n, Legal AI: Retrieval
On manual run, queries Qdrant alongside an HTTP keyword source, then merges and aggregates results into ranked hybrid retrieval for legal documents.
Hybrid Search with Qdrant & n8n, Legal AI: Indexing
On manual run, fetches and batches documents over HTTP, summarizes them, and indexes the embeddings into Qdrant for hybrid legal search.
[Aoe] Inbox & Calendar Management Agent
On a chat message, an OpenAI agent classifies and drafts Gmail emails and manages Google Calendar events using a vector-store memory of past mail.
Email RAG for new Emails
On a new Gmail email, embeds its content into a PGVector store and answers questions over it with an OpenAI RAG agent.
Simple Deepresearch for Japanese Users for Publish
On manual trigger, runs a Gemini agent with Tavily web search and emails the structured research summary via Gmail.
Document Based Chatbot with Memory Using OpenAI, Pinecone and Google Drive
On a chat message, answers from Google Drive documents indexed in Pinecone using OpenAI and OpenRouter, logging interactions to Airtable.
MCP Google Calendar
Exposes an MCP server that routes requests to create, read, or update Google Calendar events, stopping on errors.
AI-Powered Email Automation
From a manual trigger, embeds documents into Pinecone and runs an AI agent that answers emails via vector search and drafts Gmail replies.
Deep Research Assistant
On a chat message, runs deep web research via Oxylabs and synthesizes the findings with OpenAI.
Scheduled Pinecone RAG Pipeline
On a schedule, embeds Google Drive files into Pinecone with OpenAI and answers chat questions via an AI agent.
Analyze Market Demand Using GPT 4o and Xpoz MCP with Notion & Email Reports
On a schedule, an OpenAI agent analyzes market demand via Xpoz MCP, saves findings to Notion, and emails reports via Gmail.
AI Powered Web Research in Google Sheets with GPT and Bright Data
On a webhook request, an OpenAI agent researches the web via MCP and HTTP, stores structured findings in a data table, and responds.
Smarter RAG Agents with Enriched Retrieval, Filters & Memory by Ascuncia
On a chat message, answers questions with a Gemini RAG agent over a Supabase vector store, using Cohere reranking and Postgres memory.
Find the Content Gaps in Your Competitors' Discourse for Market Research and SEO
On manual run, scrapes competitor pages, analyzes content gaps with OpenAI, and writes findings to Google Docs and Sheets.
Apple App Store reviews summary
On a schedule, fetches App Store reviews, embeds them into Pinecone, and posts an OpenAI-generated summary to Slack.
Automated paid ads weekly performance report
On a weekly schedule, an OpenAI agent compiles paid-ads performance via MCP and sends the report through Slack and Gmail.
Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCR
Ingests Google Drive documents with Mistral OCR into a Qdrant vector store, then answers chat queries through an OpenAI RAG agent.
AI Research Assistant with Jina & Gemini
On a chat message, scrapes web sources with Jina and runs a Gemini agent to return structured, parsed research answers.
AI Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAI
On a Google Drive file, embeds documents into a Supabase vector store and answers questions with Gemini and OpenAI.
AI Powered Document Qa System Using Webhook, Pinecone + OpenAI + n8n
On manual run, loads Google Drive documents into a Pinecone vector store, then answers questions over a webhook using an OpenAI agent.
AI Customer Chat Assistant with Live Agent Escalation (Chatwoot)
On an incoming Chatwoot message, answers with Groq and Gemini agents grounded in Pinecone, escalating to a live agent and emailing via Gmail when needed.
Email Automation
On manual run, fetches emails via HTTP, deduplicates and sorts them, then processes each with a Google Gemini agent.