[mountainriver]

The frameworks are all pointless, just use AI assist to create agents in python or ideally a language with concurrency.

You will be happy you did

[moinism]

How do you deal with the different APIs/Tooluse schema in a custom build? As other people have mentioned, it's a bigger undertaking than it sounds.

[koakuma-chan]

You can just tell the AI which format you want the input in, in natural language.

[verdverm]

you're wasting valuable context with approaches like that

save it for more interesting tasks

[koakuma-chan]

Are you saying that json schema takes less tokens?

[verdverm]

I'm saying that having tools/subagents is less tokens

For example, instead of a JSON schema in your prompt, use an Open API subagent with API tools to keep your primary contexts clean

https://google.github.io/adk-docs/tools-custom/openapi-tools...

[moduspol]

You will undoubtedly be recreating what already exists in LangGraph. And you'll probably be doing it worse.