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You can have a look at Langroid, an agent-oriented LLM framework from CMU/UW-Madison researchers (I am the lead dev). We are seeing companies using it in production in preference to other libs mentioned here.

https://github.com/langroid/langroid

Among many other things, we have a mature tools implementation, especially tools for orchestration (for addressing messages, controlling task flow, etc) and recently added XML-based tools that are especially useful when you want an LLM to return code via tools -- this is much more reliable than returning code in JSON-based tools.

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