All About OpenAI Assistant API [code + no-code] in 15 min

Рет қаралды 4,926

Күн бұрын

Complete and beginner-friendly overview of how to start with OpenAI Assistant API chatbot in a no-code way by using OpenAI playground and botpress. And for developers, how to code your assistant api, integrate it with streamlit and deploy it.
🤖 Join my Discord community: / discord
📰 My tutorials on Medium: / mayaakim
🐦 My twitter profile: / maya_akim
To rent a GPU from Massed Compute (crewaAI preinstalled) follow the link ⤵️
bit.ly/maya-akim
Code for 50% discount: MayaAkim
Links:
Botpress template - botpress.com/templates/deploy...
Code - github.com/majacinka/assistan...
LLM hallucination index - www.rungalileo.io/hallucinati...
Other useful links:
bea.stollnitz.com/blog/rag/
stackoverflow.blog/2023/10/18...
Time codes:
0:00 - 1:39 - intro
1:40 - 2:20 - playground openai
2:21 - 3:26 - bopress
3:27 - 5:09 - no code integration
5:10 - 7:10 - assistant api code
7:11 - 8:47 - streamlit frontend
8:48 - 9:27 - chatbot integration
9:28 - 13:11 - RAG overview
13:12 - 13:37 - challenges
13:38 - 13:41 - outro
#assistantapi #botpress #streamlit

Пікірлер: 22

@JonathanPohlner 6 ай бұрын

wow, I liked and subscribed, and you didn't even waste video time asking for either

@paulham.2447 6 ай бұрын

Lots of information. Beautiful, well-structured video. Thank you !

@maya-akim 6 ай бұрын

Thank you 🙏🏻

@RafaelMilagre 6 ай бұрын

Awesome Maya! Thanks for the content 😍

@ToTheMaxWorld 5 ай бұрын

great work! easy to look at , subscribed!

@_rd_kocaman 6 ай бұрын

Great content Maya! BTW, I love Greek food x

@eddiejaoude 3 ай бұрын

Great video! Thank you for sharing your knowledge. I am keen to start using AI more on my projects

@RichardGetzPhotography 5 ай бұрын

Another great video!! Well done! RAG is token intensive for large amounts of data as the LM has to read all of it each time. Vectors db better for large amounts of data. We need better ways to increment fine-tuning for immutable data.

@johnjay7445 6 ай бұрын

there goes my weekend :)

@syenza 6 ай бұрын

Great video, thanks! Do you take on private clients to implement the above and other projects?

@gunngunn6763 6 ай бұрын

Thank you... looking forward to learn more from you... Us it necessary to use ChatGPT 4 API?

@maya-akim 6 ай бұрын

thanks! no, not at all, I was using gpt 3.5 turbo 1106 and it worked really well + it's cheap

@gunngunn6763 6 ай бұрын

Thank you for responding

@devanii 6 ай бұрын

nice.. how can you give a parameter to an action when starting the assistant

@bennguyen1313 3 ай бұрын

I've heard not all the ChatGPT4 functionality/plugins are available when using their Assistant API. Is there a way of knowing if a particular task must be done within their Builder / Custom GPT .. or if a standalone app can be done? For example, I have many pdfs with handwritten data. I'd like ChatGPT4 (+Vision and/or Ai PDF Plugin) to OCR the data from a table.. then perform calculations and finally edit or append the pdf with the results. Ultimately, I'd like this to be a standalone browser or desktop application that anyone (even non Plus users) can drag and drop a file into (assuming the assistant APIs support the OCR/PDF features). Any thoughts what I should try?

@felixseitz3411 6 ай бұрын

I want to build something with the Assistants API for my website. Is there also a word limitation for it like in GPT-4? When Im using GPT-4 in the chatbot, i need to write „continue“ after roughly 1200 words. What I need for my website is, that it generates 3000 words in one response (needs to be an analysis of something). Is this possible with the assistants api? If the answer is no, is there any workarounds?