I immediately thought about MCP too. So thanks for posing the question. Can we use the pydantic framework to do all the orchestrating in host app and tool call using the MCP etc? I liked the idea of separating the tools logic from the interface logic. Or I have completely lost the plot, boy do these things move fast! Im a biomedical engineer dabbling in the computer sciences, what a ride.
Unless there is limitless context window and AI can directly manage and interact with an environment. Agentic AI is overrated. You still have to write functions and AI is basically deciding a process flow and fails on simple ones even, due to hallucinations. Also it is extremely hard to debug and expensive to run. It’s a lot easier to write code right now to perform tasks they can do.
there has been a serious shortage of frameworks in the AI space so thank god they came out with this.
Straight to the point and great insight, thank you!
it's time to replace Langchain
Great overview. Thank you!
Your content is amazing! *Subbed*
Thanks glad you like it!
Thanks Sam for another valuable video.
very nice. thanks Sam
Fabulous! Extremely useful 🙂
great walk through! I think the only critique I took from you was it being for “simple” setups. Is that your take?
I will use this just to spite open ai and anthropic
What AI workflow orchestrator would you use in AWS combined with Bedrock?
Would this work with a private model?
Sam, with all of these agent models, which would you say is generically the best (breadth of functionality, ease of implementation, future ready...)?
Sam how well would this integrate with the outlines project?
Thanks for dropping this info. So is this essentially competing with Anthropic’s MCP to standardize function calling?
no more competing with LangChain and CrewAI etc
I immediately thought about MCP too. So thanks for posing the question. Can we use the pydantic framework to do all the orchestrating in host app and tool call using the MCP etc? I liked the idea of separating the tools logic from the interface logic. Or I have completely lost the plot, boy do these things move fast! Im a biomedical engineer dabbling in the computer sciences, what a ride.
Unless there is limitless context window and AI can directly manage and interact with an environment. Agentic AI is overrated. You still have to write functions and AI is basically deciding a process flow and fails on simple ones even, due to hallucinations. Also it is extremely hard to debug and expensive to run. It’s a lot easier to write code right now to perform tasks they can do.