OpenAI Macro & Micro Strategy: Master Assistants API, Threads, Messages, and Runs

[@kevon217]

Beautiful tutorial.

[@olafge]

You have the best hands-on videos in the AI space. It's a shame that you have only 6k followers. I started coding in 1984 on a C64, now being a software architect and ATM learning everything I can about AI. Just wanna let you know that I admire your coding philosophy. You are doing all what I consider best practices in coding. The essence of what the GoF design patterns taught us: reusability, composability, separation of concerns, readability, the Unix principle. It's a pleasure to read your code. Chapeau.

[@ba70816]

This series is really quite unique. It's not often that someone builds a project using sound development practices. You have really positioned yourself (this code) to have a 'provider' layer. I can see the implementation of each use case in a single system. Great great! Thanks again for sharing this, love your style and total presentation.

[@thatwittyname2578]

You and Dave Shapiro have the best content. This series has been an emense help in conceptualizing his swarm agent HAAS ideas.

[@build.aiagents]

Was thinking the same thing

[@jaysonp9426]

Well, Dave is great but this guy is a great programmer

[@thatwittyname2578]

@@jaysonp9426 Highly agree.

[@DARKSXIDE]

you Dave and Techfren lol you guys should work together

[@sikanderfraz8202]

Open AI is playing real smart. First they released the API and developers built upon this bringing in the users and taking all the risk. Now OpenAI is replicating the in demand features on there own platform. Cheery picking the best products and services.

[@93cutty]

Omg I got a late notice but I stopped working as soon as I saw this post lol. This is the video I needed just based off of the title and description.

[@sysadmin9396]

Not even 3 mins in.. and you already gave me a good idea for my business. I was wondering how I was going to tackle uploading pdfs and having the api spit back the results I can just put that all in a database and query just like here… funny thing is I actually built a natural language query application which is connected to a mysql data base. It outputs the query used and the results .. good stuff man. Thank you.

[@jaysonp9426]

This may be my new favorite KZbin channel

[@soulessshoe]

Everything is moving so fast. Always look forward to your videos!

[@santicomp]

I was waiting for your video based on the new assistants api. Great content. Thank you for all the hard work.

[@simingzhao6449]

great job man, this is so valuable! most underrated channel on AI space! Keep up with the great work~

[@paraconscious790]

This is amazing, I am working along with you line by line. One favor, to execute the code would need to setup the postgres with 50 tables, if you could share the dump that would be great help. not sure if you have any "dischord" channel! thanks a lot!

[@WinsonDabbles]

I was so looking forward to your next episode! I’m so glad it’s here!

[@hiukecil]

bro this is awesome. Thank you for all efforts you gave in making this tutorial video, really appreciate it!

[@Hypersniper05]

Thanks for sharing the codebase, going to run this on wizardcoder and mistral zephyr beta for swarm agents

[@j.hanleysmith8333]

I have been super excited for your update and response to all of this!

[@MrPedrinhuw]

Hey guys, is it possible to generate descriptions for images using the assistants knowledge and files/documentation for biased answers for the images description?? Can anyone help me build this up?

[@MidSeasonGroup]

Thanks Dan. The winners in this space are going to build the machine that builds the machine. Create software that automates building other software.

[@indydevdan]

100%. This is the endgame mindset.

[@d4nielm92]

@IndyDevDan First of all, thanks a lot for this amazing series! I am trying to understand a little bit better in which way the OpenAI Assistants API differs conceptually and technically from Autogen. Therefore, I would love to hear your thoughts on this. Is it basically the same idea and almost same approach just packaged in a more accessible way? Is there anything that will only be possible using the OpenAI Agents framework? And most importantly, what was/were the main reason(s) for your shift from Autogen to the Assistants API? Any comment/ replies are highly appreciated 🙏

[@Jamesrwatsonx]

@Indydevdan Do you think it is still worth me to learn python? Meaning like by the time i do will I be able to just use prompting as higher level language? Please someone let me know

[@stuartpatterson1617]

I'm learning it anyway. It's got to help

[@Jamesrwatsonx]

@@stuartpatterson1617 no question. Are you starting at python or?

[@stevehoff]

Yes. Python is a great language for beginners because it's fairly forgiving and it's also great for experienced coders because for the most part it follows pretty standard syntax that most c type developers are very used to.

[@indydevdan]

Absolutely. Learn Python now and learn it fast. Think of it like stacking building blocks. If you don't have the foundation blocks the higher levels blocks will fall down. Python is the (a) foundation, prompt engineering is a higher level brick.

[@Adrian_Galilea]

Just heads up: kzbin.info/www/bejne/gajGo52GaNuor5I This mental model may be changing soon Take a look at this cookbook comment I noticed: "Multi-Assistant Thread Runs: single Thread with Messages from multiple Assistants" This is something I haven't seen anywhere else but... may be exciting if we can have multiple assistants per thread, opens up lot's of possibilities, just letting you guys know. Loving your content, keep it up.

[@moisesbessalle]

Thanks so much for the content its really amazing!

[@BillMill]

I've added few big files like legal codices and in a few interactions token count was over 300k

[@twoplustwo5]

like your code style

[@Jamesrwatsonx]

I feel like I’m so far behind. Like what should I do? Should I even bother learning python now?

[@stevehoff]

If you want to work with/in with AI you should. Python is a pretty forgiving language. Excellent for someone just learning to code. 😊 Even if you use AI to generate your code, it's still good to understand what it's doing. So when it doesn't do what you expect, you know how to fix it.

[@stevehoff]

Great series. But I would be VERY careful using the Assistant/Threads it sends everything every request and get quite expensive really fast.

[@salmasaad198]

is this python?

[@stevehoff]

Yes

[@mallardlane8965]

You are one of the best!

[@sysadmin9396]

That being said. Why are you using so many agents to talk to a database? Isn’t this a bit of overkill and costly?

[@MrHumbleOne]

I’m yet to understand what real world products have been built on GPT api it seems like an illusion, I can’t seem to find any evidence of revenue generating products built on GPT

[@fire17102]

🚀🌈🔥

[@tiagopaim3060]

I need sleep

[@cutmasta-kun]

Love this video

[@indydevdan]

🙏 I've been eyeing tools like this. Looks incredible at a glance.