AutomationMart
Home/Browse/Local chatbot with retrieval augmented generation (RAG)
n8n

Local chatbot with retrieval augmented generation (RAG)

n8nn8n11 modulesv1.0
UNSUPPORTED_SLUG_FORMAT

Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions about PDF files. Tutorial Click here to view the YouTube Tutorial How it works Build a chatbot that answers based on documents you provide it (Retrieval Augmented Generation). You can upload as many PDF files as you want to the Qdrant database. The chatbot will use its retrieval tool to fetch the chunks and u

At a glance

Local chatbot with retrieval augmented generation (RAG) is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects UNSUPPORTED_SLUG_FORMAT. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
UNSUPPORTED_SLUG_FORMAT
Modules
11
Price
Free
Version
v1.0
Local chatbot with retrieval augmented generation (RAG) workflow diagram

About this workflow

Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions about PDF files. Tutorial Click here to view the YouTube Tutorial How it works Build a chatbot that answers based on documents you provide it (Retrieval Augmented Generation). You can upload as many PDF files as you want to the Qdrant database. The chatbot will use its retrieval tool to fetch the chunks and use them to answer questions. Installation 1. Install n8n + Ollama + Qdrant using the Self-hosted AI starter kit 2. Make sure to install Llama 3.2 and mxbai-embed-large as embeddings model. How to use it 1. First run the "Data Ingestion" part and upload as many PDF files as you want 2. Run the Chatbot and start asking questions about the documents you uploaded

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

Related N8n workflows

Create song lyric documents and Spotify playlists for singers with Google Docs

Setlist Manager This workflow takes a Google spreadsheet called 'SetlistManager' with 'Artist' and 'SongTitle' entries and get's Lyrics for each song and creates a playlist for that set of songs. 1. Create Spotify Playlist (naming it 'Setlist - [date of today]') 2. Create the Google doc that will store the lyrics found. (naming it 'Setlist - [date of today]') 3. Get the rows of songs from 'SetlistManager'. 4. Use AI to verify the Artist name and song title. 5. Get the lyrics to the song. 6. Appe

Free

Turn your Android device's WiFi on when you enter a specified area

Every time you enter a specified area, Make will automatically turn on Wifi on your Android device.

Free

Chat with local LLMs using n8n and Ollama

Chat with local LLMs using n8n and Ollama This n8n workflow allows you to seamlessly interact with your self-hosted Large Language Models (LLMs) through a user-friendly chat interface. By connecting to Ollama, a powerful tool for managing local LLMs, you can send prompts and receive AI-generated responses directly within n8n. Use cases Private AI Interactions Ideal for scenarios where data privacy and confidentiality are important. Cost-Effective LLM Usage Avoid ongoing cloud API costs by runn

Free

Get stats, shorten URLs 🛠️ Yourls Tool MCP Server 💪 all 3 operations

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator? Join the community Complete MCP server exposing all Yourls Tool operations to AI agents. Zero configuration needed - all 3 operations pre-built. ⚡ Quick Setup 1. Import this workflow into your n8n instance 2. Activate the workflow to start your MCP server 3. Copy the webhook URL from the MCP trigger node 4. Connect AI agents using the MCP URL 🔧 How it Works • MCP Trigger: Serve

Free

Asynchronous bulk web scraping with Bright Data & webhook notifications

Who this is for The Async Structured Bulk Data Extract with Bright Data Web Scraper workflow is designed for data engineers, market researchers, competitive intelligence teams, and automation developers who need to programmatically collect and structure high-volume data from the web using Bright Data's dataset and snapshot capabilities. This workflow is built for: 1. Data Engineers - Building large-scale ETL pipelines from web sources 2. Market Researchers - Collecting bulk data for analysis acr

Free

Cold Email Automation

This is an automation that can connect directly to your mail box and sends emails, Followup Emails, All you need to do is just to have a google sheet with your

₹500

Effortless job hunting: Let this automation find your next role

Find Job Postings from LinkedIn, Indeed, and Glassdoor and Save Them to Google Sheets Using AI Overview Effortlessly discover and apply to jobs tailored to your profile—AI handles the search, you handle the interviews. Say goodbye to endless job board scrolling. This automation leverages AI to analyze your resume, identify your skills, experience, and more, to match you with the most relevant job opportunities. It sources job postings from LinkedIn, Indeed, Glassdoor, ZipRecruiter, Monster, and

Free

Automated product review monitoring with sentiment analysis via Decodo, Gemini & Telegram

Decodo-powered review aggregation to Google Sheets with Gemini analysis and Telegram alerts Who’s it for This template is designed for e-commerce owners, marketplace sellers, product teams, and CX/reputation managers who need an automated way to monitor product reviews. It’s ideal for anyone tracking Amazon listings or other URLs and wants AI-powered sentiment, summaries, and alerts without manual scraping. What it does This workflow automatically retrieves product URLs from Goo

Free

Reviews

No reviews yet

Be the first to buy and share your experience.

Leave a review

Sign in to share your experience with this workflow.

Log in to review
Free
No ratings yet

Create a free account to purchase workflows.

  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with n8n

Need help setting this up?

Book a 3-hour live setup session with an Agility consultant.

₹2,499/ session
3 hrs · video call
  • Configure live on Google Meet / Zoom
  • Free follow-up if workflow has defects
  • Platform expert assigned to you
Book installation session
Free