@avidlearner8117

Maaaaaan.... You have THE BEST content, HANDS DOWN, for Gen AI Development.  Clear, concise, every step explained, context.... Context is key...  Bravo!  And thanks a lot for this, it's inspiring.

@thedraconnis1075

Fast, clear, easy to understand, just right amount of information to understand the topic, but not too much to get overwhelmed. I love it, thanks a lot!

@mksmurff

Very clear and real-world example too. Thank you

@miladrogha4904

Thank you for this amazing content!

@IdPreferNot1

Such great content.  I was going to gist this and then i see that's even how you're sharing it!  I wanted to get a use case for Instructor library as looked interesting, but wasnt sure what it added beyond pydantic.  ... and here it is.  Thanks!

@farhanafridi8694

Great! would love to see more of these.

@nicolassuarez2933

Outstanding! But how to call a simple tool? There is no tutorials about function calling with Instructor? Thanks!

@mamadou-diandjalo6723

This is exactly what i needed !
Thanks !!

@nexuslux

Excellent video. Can you go into a bit more detail of how a database of this type of information might look and operate. Or any type of automation that would be involved? You mentioned sentiment or you mentioned doing analytics

@volt8399

You did an amazin job, thank you so much for sharing this.

@sumitbindra

Loved the content. 

What are the advantages of using this instead of function calling?

@r2d2b3c4

How would you evaluate this kind of system? What kind of metrics/tricks would you use?

@batigol_9

I tried following your script and I downloaded pip install -U instructor but I keep getting no module found instructor, have you faced this kind of errors any thoughts?

@aml-pf5oz

This is similar to my project. But how to productionize this. meaning .. how to monitor model performance as new data flows in. any help here is appreciated.

@guilhermeveiga9345

Good tip thnkss

@peter4339

Je hebt helemaal geen ai gemaakt. Je gebruikt gewoon chatgpt

@alexisdamnit9012

Watching this made me cringe. No awareness of any ML methodology. Software engineers just using AI for everything and without methodology or evaluations. 

I know to turn away candidates applying for my ML Engineering roles when they have “AI Engineer” in their resumes