From the course: Build with AI: Create Custom Chatbots with n8n
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Setting up Pinecone
From the course: Build with AI: Create Custom Chatbots with n8n
Setting up Pinecone
- [Instructor] Okay, so the goal of this video is to set up Pinecone as our vector store for the custom documents that our chatbot will interact with and to authenticate it with n8n identity. Why am I choosing Pinecone? Well, because it's a popular vector database and it's super easy to set up, but in the end, you can really choose any vector database that you like. Let's get started by going to the Pinecone website, pinecone.io and click sign up. Here enter your email address. This will register a new account. Of course, you can take an existing account if you have one. If you set up a new account, you should receive the activation code after a few seconds. Let's continue, and here we are. So this is important. You will now see your API key and you need to copy this key. So click Copy and then close this window for now. What we will do next is to create our first index. This will be something like the database to store our documents in. So click create index. Let's give it a name…
Contents
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Retrieval-augmented generation (RAG) in five minutes10m 36s
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Setting up Pinecone2m 24s
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Creating the embedding workflow in n8n12m 20s
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Creating the retrieval workflow in n8n6m 1s
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Step by step: Advanced chatbot workflow in n8n9m 2s
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Milestone: Smart chatbot powered by your own docs3m 38s
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