Hey guys, my react agent keeps trying to

Are you using open source llm?

small Open-source llms are not that great at handling these agent kind of stuff

Llama 7b , yes

Am I purely being bottlenecked by the llm?

Kind of Yeah
You can explore adding more description to your prompts, adding strict instructions and also add more description to your tools.

Smaller llms tends to hallucinate a lot, see if the above change works