For AzureOpenAI() wrapper deafault model_name is text-davinci-003

[rajib76]

System Info

If we do not pass the model_name in the AzureOpenAI() wrapper, it picks up text-davinci-003 as the default model which in turn makes the cost calculation of tokens incorrect. Should model_name be made mandatory parameter for AzureOpenAI()

Who can help?

@hwchase17 @agola11

Information

• [ ] The official example notebooks/scripts
• [ ] My own modified scripts

Related Components

• [X] LLMs/Chat Models
• [ ] Embedding Models
• [ ] Prompts / Prompt Templates / Prompt Selectors
• [ ] Output Parsers
• [ ] Document Loaders
• [ ] Vector Stores / Retrievers
• [ ] Memory
• [ ] Agents / Agent Executors
• [ ] Tools / Toolkits
• [ ] Chains
• [ ] Callbacks/Tracing
• [ ] Async

Reproduction

Use the AzureOpenAI() wrapper without passing model_name and then do a get_openai_callback() to get the cost

Expected behavior

It should calculate the cost based on the model name