@n8n/n8n-nodes-langchain.embeddingsollama
17 workflows using this node.
n8n-n8n-nodes-langchain-embeddingsollama 
Build a local RAG chatbot with Ollama, Qwen, BGE-M3 and Postgres PGVector
Build a fully local RAG chatbot using Ollama that works without tool calling — ideal for smaller open source models l...
Implement on-prem RAG with Qdrant and Ollama for a self-hosted KB
Try It This n8n template provides a self hosted RAG implementation. How it works Provides one workflow to maintain th...
Local document question answering with Ollama AI, Agentic RAG & PGVector
🚀 n8n Local AI Agentic RAG Template Author: Jadai kongolo What is this? This template provides an entirely local imp...
Automated document compliance validation with AI and vector database
Description This workflow automates compliance validation between a policy/procedure and a corresponding uploaded doc...
Build comprehensive entity profiles with GPT-4, Wikipedia & vector DB for content
This n8n template demonstrates how to build an intelligent entity research system that automatically discovers, resea...
Chat with internal documents using Ollama, Supabase Vector DB & Google Drive
📚 Chat with Internal Documents (RAG AI Agent) ✅ Features Answers should given only within provided text. Chat interf...
Automate web research with GPT-4, Claude & Apify for content analysis and insights
This n8n template demonstrates how to automate comprehensive web research using multiple AI models to find, analyze,...
Create a private document Q&A system with Llama3, Postgres, Qdrant and Google Drive
⚙️ How It Works: LocalRAG.AI ⚠️ Note: This system only works for self hosted n8n instances. It will not function on n...
Airline web check-in data extraction with Ollama AI, Google Sheets & Postgres Vector DB
This workflow retrieves airline web check in URLs from Google Sheets, scrapes their content, employs an LLM to genera...
Build an MCP server which answers questions with retrieval augmented generation
Build an MCP Server which has access to a semantic database to perform Retrieval Augmented Generation (RAG) Tutorial...
Local chatbot with retrieval augmented generation (RAG)
Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions...
Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG
Overview This template allows users to set up an AI powered chatbot that retrieves and processes knowledge from Googl...
Gmail customer support auto-responder with Ollama LLM and Pinecone RAG
Gmail Customer Support Auto Responder with Ollama LLM and Pinecone RAG Built by Setidure Technologies Automate intell...
Build an on-premises AI Kaggle competition assistant with Qdrant RAG and Ollama
LLM/RAG Kaggle Development Assistant An on premises, domain specific AI assistant for Kaggle (tested on binary disast...
Chat with your email history using Telegram, Mistral and Pgvector for RAG
Who is this for? Everyone! Did you dream of asking an AI " what hotel did I stay in for holidays last summer? " or "...
Gmail to vector embeddings with PGVector and Ollama
Gmail to Vector Embeddings with PGVector and Ollama Who is this for? Everyone! Did you dream of asking an AI " what h...
Bitrix24 AI-Powered RAG Chatbot for Open Line Channels
Transform your Bitrix24 Open Line channels with an intelligent chatbot that leverages Retrieval Augmented Generation...