RAG & Knowledge Bases
800 Ergebnisse — 125 herunterladbare Workflow-Dateien, 675 quellenverknüpfte n8n-Referenzen
AI Agent Driven Producthunt Data Extract & Search with Bright Data & Google Gemini
On manual trigger, an AI agent scrapes Product Hunt data via Bright Data and Gemini and writes structured results to Google Sheets.
Label Incoming Messages, Build a Knowledge Graph, Notify via Telegram
On a new Gmail message, classifies and labels it with OpenAI and Gemini, builds a knowledge graph, and alerts via Telegram.
Automated Book Summarization with DeepSeek AI, Qdrant Vector Db & Google Drive
On a new Google Drive file, embeds the book into Qdrant and generates a summary with DeepSeek via retrieval-augmented Q&A.
Sync Google Drive files to an InfraNodus Graph
When a Google Drive file changes, extracts its text and syncs the content into an InfraNodus graph via HTTP.
Smart Knowledge Base with Google Docs, Discord & GPT 4o Mini
Exposes a Google Docs knowledge base as an MCP tool, letting an OpenAI agent answer queries and respond through Discord.
Prod: Cover Letter Generator
On a webhook request, generates a tailored cover letter using a Groq agent with Gemini embeddings, Pinecone retrieval, and SerpAPI search, returned in the response.
Autonomous Customizable Support Chatbot on Intercom + Discord Thread Reports
On an Intercom webhook, answers customer messages with an OpenAI agent grounded in Pinecone vector search and replies via Intercom.
Google Drive Files Loader
When called by another workflow, fetches files from Google Drive and extracts their Google Docs content into structured records.
🤖 MCP AGENT > Airbnb, FireCrawl $ Brave
On a Telegram message, runs an OpenAI agent with MCP tools to research, then replies on Telegram and sends email via Gmail.
Research AI Agent Team with Auto Citations Using OpenRouter and Perplexity
On form submission, an OpenAI research agent gathers cited sources via HTTP and publishes the structured article to Ghost.
AI-powered automated stock analysis
On manual trigger, an OpenAI agent researches stocks via Wikipedia and code tools and writes the analysis to Google Docs.
Multi-Channel RAG AI Customer Support
On WhatsApp, Outlook, or form messages, answers customer queries with a Gemini-powered Pinecone RAG agent and replies across Slack, WhatsApp, and Outlook.
Answer Bigquery Data Questions in Microsoft Teams with Claude Dual Agents
On a Microsoft Teams message, dual Claude agents translate questions into BigQuery queries and post the answers back to Teams.
W57th Vector DB 2.0
On a webhook, loads Google Drive documents, embeds them with Gemini into a Supabase vector store, and serves query responses.
Placetel AI – RAG Voice Assistant with Onedrive & Supabase (Groq)
On a schedule, embeds OneDrive documents into a Supabase vector store with OpenAI, then answers webhook voice queries via Groq retrieval QA.
Placetel AI – RAG Voice Assistant with Google Drive & Supabase (Groq)
On a schedule, indexes Google Drive docs into a Supabase vector store with OpenAI embeddings, then answers voice queries via a Groq RAG webhook.
Reindex Markdown Docs into a Supabase Pgvector RAG Store (Schedule )
On a schedule, fetches markdown docs over HTTP, chunks them in code, and reindexes them into a Postgres pgvector store in batches.
RAG Knowledge Base – Webhook to Voice Assistant
On a schedule, loads Google Drive files and embeds them into a Supabase vector store with OpenAI, then answers webhook queries via an AI agent.
Risk n8n Automation (All 3 Worklows)
On a schedule, enriches Supabase risk records with Perplexity and Firecrawl web research, analyzes them with an Anthropic agent, and indexes results in Pinecone.
BytezTech Chat RAG Web Scrapt FAQ
On a schedule, scrapes website FAQ pages, embeds the content with OpenAI, and upserts it into a Pinecone vector store.
Agentic AI maritime disruption response and voyage optimization
On a schedule, fetches maritime data and generates disruption-response and voyage-optimization recommendations with an OpenAI agent, then posts them to Slack.
Answer support questions from your knowledge base using an OpenAI RAG agent
On a chat message, answers questions from an in-memory vector knowledge base using an OpenAI RAG agent with conversation memory.
Freelancers Proposal Generator (Screenshot or Text)
On a Tally form submission, researches with SerpApi and OpenAI to generate a proposal, then emails it via Gmail.
AI support assistant via EmailConnect — match Notion KB, draft reply or escalate
On an inbound support email, matches a Notion knowledge base and drafts a reply or escalation via an OpenRouter agent, sending by SMTP.