Learn to create AI chatbots with n8n, LLMs, and Pinecone for advanced search and enhanced user interaction.
What you'll learn
Design and deploy a functional AI-powered chatbot using n8n and a large language model (LLM).
Integrate Pinecone to enable semantic vector search for large-scale data retrieval.
Optimize chatbot responses based on real-time feedback and test queries.
Transition from a prototype to a production-ready AI solution for customer support.
Requirements
Basic knowledge of AI concepts or chatbot development is helpful, but not required.
Familiarity with n8n is an advantage, but the course covers all the necessary steps to get started.
No prior programming experience needed. You will learn everything required to build a functional AI chatbot.
Description
In this practical, hands-on course, AI expert Tobias Zwingmann shows you how to create a fully functional customer support chatbot powered by AI using n8n and your choice of a large language model (LLM). Starting from a basic FAQ chatbot, you'll gradually enhance the system by integrating Pinecone, enabling your chatbot to perform advanced semantic searches across your documentation, policies, and product data.You'll begin by learning the fundamentals of building a simple chatbot that can answer common customer queries using well-designed prompts. Then, you'll move on to more advanced features, like integrating Pinecone, which allows for large-scale, deep search across vast amounts of unstructured data. This will empower your chatbot to provide highly relevant, context-specific answers to user questions.Throughout the course, you'll gain practical skills by following a step-by-step approach that mirrors real-world scenarios. These will help you design an intelligent chatbot that can understand and interact with users efficiently, while leveraging contextual knowledge such as FAQs, internal data, and product details. You'll also explore techniques to iteratively improve the bot's performance, adjusting its responses based on user feedback and test queries.By the end of this course, you'll be equipped with the knowledge to design, deploy, and continuously optimize a production-ready AI chatbot that can effectively support customers in a wide range of industries. Whether you're working in operations, support, or product management, this course will give you the practical experience and confidence to integrate AI into your business processes and improve customer interaction.This course is ideal for anyone interested in AI, chatbot development, or improving customer service with cutting-edge AI technologies.
Who this course is for
This course is designed for professionals working in customer support, product management, or operations who want to integrate AI into their workflows. It is ideal for learners interested in chatbot development, AI, or semantic search, looking to create intelligent, automated systems for improving user interactions.
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