Introduction
Building a custom chatbot
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Here's the challenge
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1. Build Your First Prompt-Based Chatbot
Creating the basic n8n chatbot flow
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Two ways to give LLMs access to your data
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Configuring the LLM and prompt
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Customizing the memory buffer
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Milestone: Working prompt-based support bot
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2. Upgrade to a Vector Search-Powered Chatbot
Retrieval-augmented generation (RAG) in five minutes
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Setting up Pinecone
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Creating the embedding workflow in n8n
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Creating the retrieval workflow in n8n
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Step by step: Advanced chatbot workflow in n8n
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Milestone: Smart chatbot powered by your own docs
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3. From Prototype to Production: What’s Next?
Recap
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Optimizing the UI
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Working with complex documents
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Securing and scaling your chatbot
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Keeping your chatbot accurate over time
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