RAG & Knowledge Bases
800 sonuç — 125 indirilebilir workflow dosyası, 675 kaynağa bağlı n8n referansı
Claude Customer Insights from Website and Reddit with AI
From a form submission, scrapes website and Reddit content, analyzes customer insights with Claude, and returns a formatted HTML report.
AI Meeting Intelligence System: Zoom Transcription, RAG Memory & Decision Tracking
On a webhook, transcribes Zoom meetings, extracts decisions with an OpenAI agent, stores embeddings in Supabase, and emails summaries via Gmail.
Mnibox RAG Final
On a chat message, runs a Google Gemini agent that queries and updates Notion and sends emails via Gmail using connected tools.
RFP Automation Workflow (Groq AI Agent)
When a file lands in Google Drive, extracts the RFP, drafts answers with a Groq AI agent, updates Salesforce, generates a Google Doc, and notifies Slack.
Legal Contract Risk Analyser — Hybrid RAG + AI Risk Scoring
On a webhook upload, extracts contract text, scores legal risk with a Gemini agent using Supabase retrieval, and returns the analysis.
n8n Workflow Intelligence (RAG): Auto Indexing & Semantic AI Search
On schedule, indexes n8n workflows into a Supabase vector store with OpenAI embeddings, and answers semantic search queries via webhook.
Email Automation
On a new Gmail message, an OpenAI agent drafts a contextual reply, logs it to Postgres, and sends the response via Gmail.
KB Builder - Historical Emails
Manually triggered, pulls historical Gmail messages, processes them with OpenAI, and stores them in Postgres as a knowledge base.
AI Web Research Agent powered by Bright Data
On a form submission, runs an Anthropic research agent with Bright Data and posts the findings to Slack.
Triage GitHub Issues with AI Category and Embedding Based Duplicate Detection
On a new GitHub issue webhook, categorizes it with OpenAI, detects duplicates via embeddings, alerts Slack, and logs to Google Sheets.
Qdrant RAG Query API
On webhook request, embeds and indexes documents into Qdrant, then answers queries using OpenAI retrieval-augmented generation.
RAG Telegram BOT with Google Drive & Local LLM (Ollama)
On a Telegram message webhook, retrieves context from Postgres and Google Drive documents and replies with a RAG-generated answer via Telegram.
SEO Keyword Content Generator
Reads keywords from Google Sheets and generates SEO-optimized content in batches using a local Ollama model and agent.
Multi Agent Knowledge Base Curator with AI Gap Detection & Drafting
On a schedule, fetches sources and detects knowledge-base gaps with an OpenAI agent, then drafts and emails entries via Gmail.
AI Workflow Recommender (RAG + Qdrant + Gemini)
Embeds workflow data into Qdrant using Google Gemini, then answers chat queries with a RAG agent recommending matching workflows.
Multi Agent Property Capex Forecasting with Roi Simulation
On a schedule, reads property data from Google Sheets and runs OpenAI agents with calculator and code tools to forecast capex and ROI.
Conversational Trip Memory Search Engine
On a webhook request, queries trip data via HTTP, merges the results, stores them in Google Drive, and responds to the caller.
Build an SEO Chatbot with GPT 4o Mini Using Your Google Sheets Data
On a chat message, answers SEO questions using Google Sheets data and OpenAI GPT-4o mini with conversation memory.
Reply to Instagram Ad Comments with GPT 4o, Google Docs, and Slack
On an Instagram ad comment webhook, drafts a reply with OpenRouter using Google Docs context, posts it, and notifies Slack.
RAG Chatbot with Small Local Llms (Ollama) — No Tool Calling
On a webhook message, retrieves context from a PGVector store and answers with local Ollama LLMs and embeddings, replying via the webhook.
Evaluate Job Fit and Generate Application Assets from Telegram Links with OpenAI, Pinecone, Apify and Google Sheets
On a Telegram job link, scores fit with OpenAI and Pinecone using Apify-scraped data, generates application assets, and emails them via Gmail.
Generate Lookio RAG Backed Gmail Drafts from Incoming Emails with GPT 4.1
On an incoming Gmail message, retrieves context via HTTP and uses GPT to generate a reply draft saved in Gmail.
AI Forex Trader Using Claude/gpt, Mt5 & News Sentiment Analysis
On a schedule, fetches market and news data via HTTP, analyzes sentiment with Claude, and posts forex trade signals to Discord.
Build an OpenAI RAG System with Document Upload, Semantic Search and Caching
On a webhook, extracts and embeds uploaded documents into a Postgres vector store with OpenAI, then answers queries via a RAG agent.