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Build Your Own RAG Copilot with Anthropic, Pinecone, & CopilotKit:kite:

Nathan Tarbert on January 29, 2025

TL;DR In this tutorial, we’ll walk you through building an AI-powered RAG Copilot step by step for your product Knowledge Base using the...
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Anmol Baranwal

Impressive work, Nathan! 🔥

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Nathan Tarbert

Thanks Anmol!

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Vinayak Mishra

Great work Nathan!! I came across something that helped me on top of this, sharing for the community - Build a RAG application using MongoDB and Maxim AI

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Nathan Tarbert

Excellent, I'm glad it was helpful.
Can I ask what you came across on top of RAG?
That sounds super interesting :)

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Vinayak Mishra

Actually, I was mentioning that after seeing your blog, I read the blog that I shared. So both combined helped me a lot! :) And I'm glad that you found it interesting!!

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Nathan Tarbert

I would love to get feedback on whether you've created a Knowledge Base in other ways to retrieve documents, articles, FAQs, etc.

Reach to me!

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David

I've setup a knowledge base the old fashion way, search by an id but I like the implementation idea of CopilotKit that can retrieve dynamic content as well.

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Nathan Tarbert

That's great David, thanks for checking out CopilotKit.

If you have any questions along the way, don't hesitate to ask.

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uliyahoo

Great and thorough article Nathan. Excited to go through this over the weekend.

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Nathan Tarbert

Thanks, Uli, I'm excited to get your feedback!

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Morgan

Does CopilotKit support Deepseek R1?

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Nathan Tarbert

Yes, CopilotKit does support Deepseek R1.
Check out our new demo on Twitter - x.com/CopilotKit/status/1884659526...

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Ferguson

Nice!

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Steven

Hell yeah!

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John Cook

somebody already beat me to this question

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Md Abid Hussain

Great tutorial 🔥

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Nathan Tarbert

Thank you!

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Ekemini Samuel

Detailed and explanatory tutorial @nathan_tarbert! Will try it out 😎

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Nathan Tarbert

Thanks, Ekimini, I'm looking forward to your feedback!

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K Om Senapati

Awesome as always 😉 🔥

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Nathan Tarbert

Thank you, K Om!

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James

This is pretty cool!

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Nathan Tarbert

Thanks for checking it out!

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Mathew

Nice, bookmarking this for later!

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Nathan Tarbert

Great Mathew, I'd love to get your feedback after you dive in!

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Brook

Just joined the Discord community!

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Nathan Tarbert

Awesome!

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Shrijal Acharya

Lovely! I guess it's time for me to try using Anthropic now.

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Nathan Tarbert

It's definitely better than ChatGPT in some ways!