Скачать или смотреть AI Agent for business: Customer support on autopilot [+ template]

Are you losing clients because they don’t get answers fast enough? 🚀
In this video, I’ll show you how to build an AI-powered customer service chatbot in n8n using RAG (Retrieval Augmented Generation).

This chatbot instantly answers customer questions based on your own documents: product catalogs, pricing lists, delivery terms, FAQs, return policies and others.

✨ What businesses gain from this workflow:
instant answers → no more lost leads;
accurate and consistent replies → no guessing;
24/7 availability → even nights and holidays;
save your team’s time → they focus only on complex cases;
flexible knowledge base → just upload new docs to update the bot.

📌 In this tutorial you’ll learn step by step:
00:00 – Introduction: Why Businesses Need an AI Chatbot
02:05 – AI Chatbot Solution with n8n (RAG Workflow)
03:57 – Building the Knowledge Base for Customer Support
08:01 – Uploading Company Documents (Pricing, Delivery, FAQs)
11:16 – Splitting Text into Chunks for Better Search
14:32 – Setting Up the Embedding Model (Hugging Face)
16:33 – Indexing Data with Pinecone Vector Database
19:42 – Creating the AI Agent in n8n
21:50 – Connecting AI Agent to Pinecone Tool
24:31 – Retrieving Relevant Chunks from Knowledge Base
28:32 – Configuring the System Prompt (No Hallucinations)
33:30 – Testing the AI Chatbot with Real Questions
36:10 – Conclusion: Key Takeaways + Feedback Request

You can download the template here: https://tatsevich.gumroad.com/l/ifgjhg

Links to the platforms mentioned in the video:
n8n: https://n8n.io/
Pinecone: https://www.pinecone.io/
Hugging Face: https://huggingface.co/
Cohere Reranker: https://cohere.com/
OpenAI API: https://openai.com/api/

Embedding model used in the workflow: intfloat/multilingual-e5-large-instruct

👉 Subscribe for more automations that help small and medium businesses save time, reduce costs and grow with AI.

#n8n #aichatbot #aicustomersupport #rag #ragworkflown8n #n8ntutorial
#ai #aiforbusiness #automationforbusiness #customerservicechatbot #aiautomationtutorial #aiagent #sme