type_mismatch_error
gpt-4-32k
azure-openai
The input for 'tools' or 'functions' is expected to be an array, but a different data type was provided. Please ensure the input adheres to the required schema.
{'name': 'information_extraction', 'description': 'Extracts the relevant information from the passage.', 'parameters': {'type': 'object', 'properties': {'properties': {'Tech Sector Concerns': {'type': 'integer', 'enum': [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 'description': "Describes how much the message is related to the following topic: 'Tech Sector Concerns' - There appears to be some anxiety about the current state of the tech and gaming sectors with references to job cuts, financial downturn and a potential anticipation for government intervention. The higher the number the more related"}, 'Bot Development Work': {'type': 'integer', 'enum': [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 'description': "Describes how much the message is related to the following topic: 'Bot Development Work' - The team is actively working on a bot, requiring improvements and internal testing. There's mention of considerable changes that will impact bug reporting, feedback/suggestions and Hasura implementations. The higher the number the more related"}, 'Expense Question': {'type': 'integer', 'enum': [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 'description': "Describes how much the message is related to the following topic: 'Expense Question' - There's a humorous exchange around the proposal of expensing a purchase, implying some light-hearted camaraderie within the team. The higher the number the more related"}, 'API Configuration Progress': {'type': 'integer', 'enum': [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 'description': "Describes how much the message is related to the following topic: 'API Configuration Progress' - One of the team members managed to create Linear App ID/secret, Titan ID/secret and got OAuth2 user approval. Difficulties were encountered, but it's seen as overall good progress. The higher the number the more related"}}, 'required': ['Tech Sector Concerns', 'Bot Development Work', 'Expense Question', 'API Configuration Progress']}}} is not of type 'array' - 'tools'
The 400 status error you are encountering with the Azure OpenAI API could be due to several reasons:
Incorrect Parameter Usage
The error message suggests that the parameter structure or type is incorrect. For example, if you are using parameters that are not recognized by the specific model or API version you are calling, it can result in a 400 error. This is evident in cases where using max_completion_tokens with certain models like GPT-4, which require max_tokens instead, leads to errors.
Malformed Resource ID or Incorrect Configuration
If the resource URI or the configuration for the managed identity is incorrect, it can lead to authentication errors and subsequently result in a 400 status code. This includes issues such as incorrect resource IDs or missing necessary roles assigned to the managed identity.
Content Filtering Policies
Azure OpenAI has content filtering policies that can filter out prompts that violate certain guidelines. If your request triggers these policies, you may receive a 400 error indicating that the response was filtered due to content management policies.
Request Argument Errors
If the request arguments are not correctly formatted or if they do not match the expected type (e.g., expecting an array but receiving an object), it can lead to a 400 error. The error message you provided indicates an issue with the parameter not being of the correct type ('tools' not being an array)[Your Query].
To fix the 400 status error in the Azure OpenAI API, you need to address the following key areas:
Verify API Key and Authentication: Ensure your API key is correct, not expired, and properly configured. For managed identities, confirm the correct roles are assigned and the resource URI is accurate.
Check Parameter Structure: Make sure the parameters you are passing match the expected types and structures for the specific model and API version you are using.
Comply with Content Policies: Modify your prompts to comply with Azure OpenAI's content management policies if they are being filtered.
Correct Request Arguments: Ensure that all request arguments are correctly formatted and of the expected type, such as using arrays where required.
By addressing these points, you can resolve the common causes of the 400 status error.