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!
- Notebook: github.com/inf...
- Dataset: huggingface.co...

[@HollyVolks]

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

[@daniel_romero]

Thank you, mate! ❤

[@EdmundDwight-i8o]

Jackson Maria Williams Kenneth Clark Jeffrey

[@limebulls]

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

[@lexflex9518]

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

[@VincentFulco]

groq all the things, thank you!

[@vikramsuriyanarayanan4640]

Hi ,
what is the "Qdrant Url " and where can I get it ?

[@umaisimran4383]

after creating this chat bot can we add it in our website to generate result that we want?

[@user-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.

[@ИгорьПобедитель-ц2г]

Artificial intelligence is a new era

[@RohitChaudhari-ym3zx]

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

[@krishnanarendra19]

so how to extend the numbers of prompt im still a newbie so maybe we can discuss about it

[@JRs_Owners]

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

[@mystreetlifting76]

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

[@cooperanderson8651]

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

[@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!

[@Habib20144]

This video is so much knowledgeable. I really learnt alot

[@lenakulif1785]

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

[@piccardimassimo]

Thanks heaps! Concise, elegant and to the point.

[@АнатолийАнатольевич-ю6з]

The main thing is that the information is useful for you

[@ghezalahmad]

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

[@daniel_romero]

In practice, I would do it in batches.
I did this in a project with approximately 4 million registers/points (vectors).

[@АндрійСирота-я9и]

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

[@tolasnisar2494]

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

[@user-olena_shatun]

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

[@fernandogamdev]

Impressively powerful!

[@matheuspetrato3837]

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!!

[@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

[@GrecoFPV]

can we do this supabase ?

[@vijayanvinayagam1344]

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

[@daniel_romero]

Hi! Groq is only used as an alternative to using OpenAI and not for integration.

[@amitabhkumar2302]

@@daniel_romero is Open AI gpt 4 subscription needed to follow along

[@Alkotas25]

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

[@daniel_romero]

Yes, in many ways.

[@daniel_romero]

In an LLM application, you can combine part of the behavior using OpenaAI for some specific task and the rest with Groq. For example, I can use OpenAI embedding models and inference to generate responses for users with Groq.

[@kai-hsichao8025]

any groq?

[@kai-hsichao8025]

I mean any sample to use with pgvector

[@DohertyBarret]

23329 Gerhold Trace