Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Hey everyone, Akshath here

Had a great time making it this course and I hope you enjoy it
🎊🎊

Almost all of the code he showed changed. I tried to proceed with learning by updating the code, but I had to give up.

BUT

It can be a good starting point if you want walk-through whole pass quickly. At least it is for me.

Good content and fantastic explanation 🎉

very very helpful ，tks

100th comment

These are very basics, and only 10 minute of content, but this guy takes 2 hours for extra talking, the main part of chatbot is multi-user conversation ability, which he didn't discussed even.

Can someone provide a possible solution for this error? if match := _special_token_regex(disallowed_special).search(text):
TypeError: expected string or buffer

We have to get a GPT4 prenium account to do that ?

Hard to follow the course, and not really a detailed explanation. But anyway thank you!

Does it still make sense to go through his video after Assistants API release?

immediately stuck at playground UI, which does not look anything like the video, and coming into this cold, I have to go find some other resource or training to understand the playground UI.

thanks for the video lesson. the new OpenAI retrieval Assistant abstracts all of these steps so was wondering if Chainlit can be configured with the new Assistant API?

When should we use langchain tools vs openai function calling?

it appears that various libraries have moved on a bit since this was recorded. If you get errors during execution then make sure you replace 'message' with 'message.content' when passing that parameter into a function.

can you make a tutorial to do the same with llama 2 model

Hi @Luup.ai123 , Nice vide. Can you also make a video on RLHF or share some resource on it ? Like how to introduce this concept to your model.

can someone tell me if there's any free alternative of the OpenAi API ?......bcoz no GPT 4...and even GPT-3 is limited time , credit ....please.....thanks

From buildspace 👋

Do i need to know any prior skills to learn langchain? Like what coding language, web dev etc?

My Godddd, the ability to have custom tools for the agent changes everything, so theoretically (I bet, we are going to see some implementations of these pretty soon), we can do everything using natural language, what a time to be alive

javascript version anytime soon?

Is there any reason why you used assistant over system when giving a personality?

Hope to make the same with langchain js not just langchain python

This is exactly what I was waiting for. Before anyone else.

Are we supposed to buy or pay credits for access to chatgpt playground?

QUESTION: at VERY end of video, the custom tool multiplier decided to return "12" even when the delegated python function had hard-cod overrided to divide "/" instead of "*". The system internally experiences cognitive dissonance "thoughts" -- including the correct answer - then resolves by returning an unqualified 12 due to all the prevailing context suggesting that was the intention, eg some "common sense". I would love to know more about that clash like if there is a term for it. Also this was the most mind expanding tutorial ive ever seen in my life.

Hi, I am working with document QA project but I am bit confused about what will be the actual chunk size for better semantic search results. And I am using milvus to store my embeddings. I am having large pdfs.

heyyy there, have always enjoyed your vids......could you provide a tutorial for creating a LLM from scratch on windows without GPU

Amazing, guys! I'll love a similar video using opensource models!

I am getting an error 13 permission denied error. How do I fix it?

Amazing man, I am hooked !

Amazing video!

I keep getting the error No module named 'chromadb'

Ily

👍

Do we need chat gpt subscription to complete this tutorial

Correction: Think of parameters as WEIGHTS (between neurons) not as NEURONS.

hello everyone! PermissionError: [Errno 13] Permission denied: 'C:\\Users\\Usuario\\AppData\\Local\\Temp\\tmpjf7ckm9u' can somone tell me how to fix this problem when i import the pdf to the app?! thanks!

Completed this video.
Learned chainlit, document q and a by basics of chromadb (most favorite part), basics of vector db, langchain, agents etc.
It was nice.
The second hour was more interesting.
(As first hour was basic stuff that many people may knows).

when the trainer includes the API key in the main file lmao

Learning hacking course actually can hack anything in technical field

I'm unsure why we used Chatlit instead of Streamlit, but it works nonetheless. Something very fun to do is to upload your resume and ask the chatbot questions on it. I think this will help the hiring team of an organisation greatly, as it simplifies the job of reviewing resumes and understanding the applicant's abilities. So scaling the document QnA project will be tremendously valuable.

Rate limit exceeded for API key.. someone help me with this

Can you make it without the ethical blockers? Tired of the "That us illegal" blah blah etc.

don't see GPT-4 option in the free version of playground model? has open ai team removed it ?