Documentation examples don't work with different LLM

[Thomasillo]

I am using the semantic_router.encoders.AzureOpenAIEncoder and semantic_router.llms.AzureOpenAILLM.

When trying to reproduce the examples from docs/02-dynamic-routes.ipynb, but with those encoder/llm.
When using semantic_route.llms.openai.get_schemas_openai, asking a RouteLayer will fail with a ValueError.
(Logger says: 2024-06-05 18:14:46 ERROR semantic_router.utils.logger Single input validation error: 'signature')
The error comes from semantic_router/llms/base.py:76 (in v0.0.46) where a 'signature' key is requested from the function schema.

When exchanging for semantic_router.utils.function_call.get_schema, the RouteChoice ouput is incomplete, missing the function name. Multi function routes don't work at all with this llm/encoder.

[Siraj-Aizlewood]

Hi @Thomasillo , please can you share your altered version of the 02 notebook, just so I can try and reproduce the error? I think I've got an idea of what's causing this but it would be good to replicate the exact same situation.