How I 10X'd My AI Agents With Structured Outputs
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- Опубликовано: 18 сен 2024
- 🚀 Unlock the power of React: Build dynamic components from JSON schemas and elevate your web development game! 💻
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About: In this video, we dive deep into the complexities of building React components from JSON schemas, using modern libraries for web application development. Learn why breaking down complex schemas into sub-schemas isn't always practical, and discover how to enhance your web development process by creating tools that generate React components efficiently. We'll walk you through creating a component model, setting up tools in Agency Swarm, and building a complete React application from scratch. Perfect for developers looking to streamline their workflow and enhance their toolset.
I haven't used as much agents but you inspired me and gave a push to ditch Langchain in my project (which we use in company internally) , I never felt good about using langchain in production. And finally decided with my team its time to ditch it and write our own deterministic code instead of relying on framework.
Will next try to come up with some usecases with agents for productivity in company.
First!
Really thank you for such a quality content! The Agency Swarm framework is very cool, really fits my idea on how to build Agencies and I can't wait to be more expert on building agents, tools and schema because the possibilities are basically endless!
I have the goal to work for you as AI Agent Developer, and I'm studying what I miss in your job offer requirements (just a little of hands-on experience on AWS and Azure, nothing that can't be fixed with good GPTs 😛), so I just advice you that in the coming weeks you'll receive an application from a strange guy who was able to built RAG apps even before knowing a line of code!
Awesome! I'll be looking forward to it. Don't worry about experience, apply anyway. We are working on our own platfrom to simplify technical requirements for AI Agent deployment
@@vrsen Wow! I'm going to apply asap because I'm literally ready to do my best 🙏 You'll soon receive an application from Ricasco, from Italy, with all the time and motivation in the world to help build more sophisticated agencies day by day (and with a strong network of potential clients, just in case 👀)
I sent u a dm as well about agent dev positions.
Hey brother, your work is fantastic. This is the best advanced educational channel regarding agent creation i've seen so far. I'd like to know if the structured prompts Google AI Studio provides could work for Agency Swarm theoretically, and why, if it's not too troublesome to make a video about it.
Thank you! I was so happy to see you do this video. This is evolving terrifically.
Thanks, Dennis! I appreciate your support
Cool stuff mate, keep going.
You should make a tools marketplace for specific use cases.
Yeah working on it
Go go go, now we need the full stack, backend + db, tied with frontend.
Awesome video. Which editor you use to edit and create video
Descript + Premiere
@@vrsenthanks and for screen recording?
Every time I watch your stuff, I think “man this guy REALLY gets it”. Time to throw away my Langchain and crewai agents and rebuild them with agency swarm!
Thanks, man. It means a lot to me. Join our discord!
I had literally planned to spend this weekend learning LangFlow. (I understand why 'CrewAi' is limiting). Could you go into further detail as to why LangFlow is restrictive compared to the Agency Swarm? (I acknowledge you mentioned Langchain and not Langflow). Thanks.
What is the vs code plugging you use to create the sample react component?
Cursor
Ty got cursor I’m obsessed
Was the final site generated with sonnet 3.5 or 4o?
GPT-4o. You can follow a tutorial on my channel and try it with sonnet: ruclips.net/video/AZlPelcATHo/видео.htmlsi=EtY9WCl0nutqnobS (at the end)
I have been following you since your first video.... Your contents are awesome.
I am trying to create a class with examples in the Field but it seems 'examples' is not permitted.
But in your video you are using 'examples'. Can you please explain me?.
class Response(BaseModel):
summary: str = Field(description="summary of the text.")
escalations: list[str] = Field(description="summary of the text.",examples=['danger','emergency'])
What us wrong with this? I am getting '"Invalid schema for function 'Response': In context=('properties', 'summary'), 'examples' is not permitted" error.
Structured outputs don’t support all parameters yet. Simply put “examples” into the description of the field
Круто!
What happened to Devid???
He’s there, you can import and customize it
@@vrsen Thanks! Such awesome project but no tutorials to find
Can you make parameter like
agency swarm genesis [-openai_key "key" -model "gpt-4o-mini"]
I need this model parameter, bro)
Yeah I got you
@@vrsen, Thanks, I'm waiting