How to Create an RAG Chatbot AI Agent with n8n (No Code, Step-by-Step Tutorial)

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🚀 Learn how to create a Q&A Knowledge Base AI Agent using n8n without writing a single line of code! In this step-by-step tutorial, I'll guide you through building an automated email agent that can handle your email tasks seamlessly. Perfect for beginners in AI automation, this video will help you save time and boost productivity. Don't forget to like, comment, and subscribe for more no-code automation tutorials!

TIMESTAMPS
00:00 Demo
01:20 Prep
02:24 Pushing PDF to Pinecone
10:38 Building Agent
13:40 Prompting Agent
15:35 Testing
16:43 Outro

Gear I Used:

Camera: Razer Kiyo Pro
Microphone: HyperX SoloCast

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Thank you Nate, with this tutorial I created my own agent on a School pdf document using Hugging face instead of OpenAI and it works wonders, and let me tell you I am not a developer, I am from middle management with 18 years with no coding experience under my belt, but I just created my first ever AI agent.

MaharajaDrift
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Hey Nate - just subscribed. Super clear examples, clear walkthrough. It's good to see you make mistakes and leave them in so we can see the real workflow - looking forward to seeing more from you. Great job, bud.

VisibleProjects
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Your content is amazing! I always learn something new and enjoy every video. Keep up the great work!

_jaypandya
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Very good! I'm testing now, 6 months later, but, is so useful.
Now, I'm trying to understand how to make a safety host to that workflows... I'm not able to do this yet.

managerrubens
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G i just wanted to say that your doing a great job at this

SMKashifSalman
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Thanks to made this tutorías!. Finally I have found someone who I can follow

JavierPino
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Awesome... Next should be voice chat RAG... good for practicing and drilling a certain segment of someone trying to learn a new language!

bablooze
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Thank you very much for this Great Content! ❤

krissihoffmann
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hey great video. quick question. hows is n8n agent builder different than google agent studio ?

deepshikhaarya
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Can you make a video on RAG with Pinecone or Supabase for Markdown FIles?

PaulDickson
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hello Nat, i follow your steps but used gemini instead of open ai, and got the following error:
Problem in node ‘Pinecone Vector Store‘
Vector dimension 0 does not match the dimension of the index 1024

tharwatelsayed
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How to add lots of information on Google drive, If topic is vast(Fitness), I feel that Answers Wont be Accurate.

What Should be Approach?

alkeshpathak
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Amazing thank you! :) Could you explain the difference between the system message in the AI agent and the message you write at 12:28 in the vector store tool? Thank you so much

petril
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Great job Nate! Re: n8n/pinecode/openAI stack, how/why did you choose this stack? Asides from the obvious reason (no code and fast), how practical is this for the next 6-12 months? Should I prototype with this stack and use langchain and nemo guardrails when the project becomes more serious?

howardwong
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Hello Nate - this is very cool. Is it possible to telegram as the message chat (as the frontend) for this agent?

muz
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Hi Nate, can you please make a video on self-hosting n8n on a fully free server like Google for newbies? Thanks.

consigiere
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bro i think the question you are asking are common n can be answer by ai without using pine try document like a total new topic for exam i use an autobiography of mine (chat gpt wrote that for me), and then try to ask question . i am having problem in that

vaibhav-yv
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Hi Nate. Great tutorial. Trying to upload not just one file but 100 files to Pinecone. How would such a process look like? It would be such a waste of time downloading each file one by one from Google Drive and then uploading to Pinecone :)

lifegritacademy
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Are zapier chatbots rag, , cuz we can attack text files like pdf, word, etc . And websites too, , it fetches data from website

sujalrana
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How can i connect this RAG agent to a test website as chatbot widget?

moemoe
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