How to create tools during runtime

[wuziqiqiqi]

Hello there,

I am wondering if it's possible to let the agent create its own tools? For example, initially, the agent only has one tool called genTools. Then as it runs, it can create more and more tools based on the problem it encounters. Thanks!

[dosubot[bot]]

Hey @wuziqiqiqi! 👋 I'm here to help you out with any bugs, questions, or contributions you need. Let's tackle this together!

LangChain allows for dynamic tool creation and management during runtime through the load_tools function. This function enables developers to load tools based on their names and supports various integrations with external resources like APIs, databases, and file systems. However, there is no specific mechanism mentioned in the available information that allows an agent to autonomously create new tools based on encountered problems. The load_tools function requires predefined tool names and parameters to initialize tools ^[1][2].

If you are looking to implement a system where an agent can create tools dynamically, you might need to extend the existing framework or implement custom logic to handle such scenarios.

To continue talking to Dosu, mention @dosu.

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