Chatbot with RAG, using LangChain, OpenAI, and Groq

In this video, I will guide you on how to build a chatbot using Retrieval Augmented Generation (RAG) from scratch. We will use OpenAI's gpt-3.5-turbo LLM, which we will implement through LangChain's ChatOpenAI class. Furthermore, we will use OpenAI's text-embedding-3-small for embedding and the Qdrant vector database as our knowledge base. I hope you like it; there's a little surprise waiting for you at the end of the video!

[HollyVolks]

It's just insane how much you've been contributing to my studies on agents, your content is incredibly rich! Thank you sir.

[KindSanya]

Nowadays there are a lot of bots that we don’t know and want to learn, it’s good that there are your videos that help us with this

[KidsPlanetOfficialChannel]

I agree that OpenAI helps a lot in our lives. I also use it in my work and so far I like it. Thanks for the information!

[matheuspetrato]

Daniel, já tinha visto um video seu no seu canal e fico feliz em ver você produzindo conteúdo em inglês também, o conteúdo está me ajudando muito na criação do meu saas. Muito obrigado e parabéns!!

[piccardimassimo]

Thanks heaps! Concise, elegant and to the point.

[olena_shatun]

I am sure that your video will become a useful tool for specialists and others.

[tolasnisar]

You said a lot of useful information, thanks for this video.

[lenakulif]

it will be useful for many to familiarize themselves and understand this topic

[cooperanderson]

A fairly new and unusual industry for making money from development. It was interesting to listen. Thank you.

[Habib]

This video is so much knowledgeable. I really learnt alot

[mystreetlifting]

If such knowledge was in my head, then I wouldn’t have to climb channels in search of information))

[JRs_Owners]

Useful video. Of course, I’m not entirely versed in this topic, but it will certainly be useful to someone❤

[bjhgktq]

Now chat bots are the best friends of bloggers and other people.

[FedorVorobyev]

The good thing is that you will be using OpenAI's text-embedding-3-small for embedding and Qdrant's vector database as your knowledge base.

[ghezalahmad]

Thank you but I have large dataset, how to do it?

[vijayanvinayagam]

I see the Code integrated with mistral model only. i dont see groq integrating with openai model to chat.

Did i miss anything ??

[Alkotas]

hi, thx this video! isbit possible to use qrog with openAi gpt modells?

[RohitChaudhari-ymzx]

but openapi key we can only 60 prompt then its restricted that could not work

[limebulls]

Can't follow you, the pynb seems confusing :/

[lexflex]

I seem to have explained it, but in reality it’s still difficult to create it yourself