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WelcomeLearnGuidesAPI Referencev1 (Legacy)
LLMOps
callscontentexceptionsformattingmcpmessagesmodelspromptsprovidersresponsestoolstypes
# exceptions ## <ApiType type="Class" slug="error" symbolName="Error" /> Error Base exception for all Mirascope LLM errors. **Bases:** <TypeLink type={{"type_str": "Exception", "description": null, "kind": "simple", "symbol_name": "Exception", "doc_url": "https://docs.python.org/3/library/exceptions.html#Exception"}} /> ## <ApiType type="Class" slug="provider-error" symbolName="ProviderError" /> ProviderError Base class for errors that originate from a provider SDK. This wraps exceptions from provider libraries (OpenAI, Anthropic, etc.) and provides a unified interface for error handling. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> <AttributesTable attributes={[ { "name": "provider", "type_info": { "type_str": "ProviderId", "description": null, "kind": "simple", "symbol_name": "ProviderId", "doc_url": null }, "description": "The provider that raised this error." }, { "name": "original_exception", "type_info": { "type_str": "Exception | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "Exception", "description": null, "kind": "simple", "symbol_name": "Exception", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": null } ], "doc_url": null }, "description": "The original exception from the provider SDK, if available." } ]} /> ## <ApiType type="Class" slug="a-p-i-error" symbolName="APIError" /> APIError Base class for HTTP-level API errors. **Bases:** <TypeLink type={{"type_str": "ProviderError", "description": null, "kind": "simple", "symbol_name": "ProviderError", "doc_url": "/docs/api/llm/exceptions#provider-error"}} /> <AttributesTable attributes={[ { "name": "status_code", "type_info": { "type_str": "int | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": null } ], "doc_url": null }, "description": "The HTTP status code, if available." } ]} /> ## <ApiType type="Class" slug="authentication-error" symbolName="AuthenticationError" /> AuthenticationError Raised for authentication failures (401, invalid API keys). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="permission-error" symbolName="PermissionError" /> PermissionError Raised for permission/authorization failures (403). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="bad-request-error" symbolName="BadRequestError" /> BadRequestError Raised for malformed requests (400, 422). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="not-found-error" symbolName="NotFoundError" /> NotFoundError Raised when requested resource is not found (404). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="rate-limit-error" symbolName="RateLimitError" /> RateLimitError Raised when rate limits are exceeded (429). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="server-error" symbolName="ServerError" /> ServerError Raised for server-side errors (500+). **Bases:** <TypeLink type={{"type_str": "APIError", "description": null, "kind": "simple", "symbol_name": "APIError", "doc_url": "/docs/api/llm/exceptions#a-p-i-error"}} /> ## <ApiType type="Class" slug="connection-error" symbolName="ConnectionError" /> ConnectionError Raised when unable to connect to the API (network issues, timeouts). **Bases:** <TypeLink type={{"type_str": "ProviderError", "description": null, "kind": "simple", "symbol_name": "ProviderError", "doc_url": "/docs/api/llm/exceptions#provider-error"}} /> ## <ApiType type="Class" slug="timeout-error" symbolName="TimeoutError" /> TimeoutError Raised when requests timeout or deadline exceeded. **Bases:** <TypeLink type={{"type_str": "ProviderError", "description": null, "kind": "simple", "symbol_name": "ProviderError", "doc_url": "/docs/api/llm/exceptions#provider-error"}} /> ## <ApiType type="Class" slug="response-validation-error" symbolName="ResponseValidationError" /> ResponseValidationError Raised when API response fails validation. This wraps the APIResponseValidationErrors that OpenAI and Anthropic both return. **Bases:** <TypeLink type={{"type_str": "ProviderError", "description": null, "kind": "simple", "symbol_name": "ProviderError", "doc_url": "/docs/api/llm/exceptions#provider-error"}} /> ## <ApiType type="Class" slug="tool-error" symbolName="ToolError" /> ToolError Base class for errors that occur during tool execution. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> ## <ApiType type="Class" slug="tool-execution-error" symbolName="ToolExecutionError" /> ToolExecutionError Raised if an uncaught exception is thrown while executing a tool. **Bases:** <TypeLink type={{"type_str": "ToolError", "description": null, "kind": "simple", "symbol_name": "ToolError", "doc_url": "/docs/api/llm/exceptions#tool-error"}} /> <AttributesTable attributes={[ { "name": "tool_exception", "type_info": { "type_str": "Exception", "description": null, "kind": "simple", "symbol_name": "Exception", "doc_url": null }, "description": "The exception that was thrown while executing the tool." } ]} /> ## <ApiType type="Class" slug="tool-not-found-error" symbolName="ToolNotFoundError" /> ToolNotFoundError Raised if a tool call does not match any registered tool. **Bases:** <TypeLink type={{"type_str": "ToolError", "description": null, "kind": "simple", "symbol_name": "ToolError", "doc_url": "/docs/api/llm/exceptions#tool-error"}} /> <AttributesTable attributes={[ { "name": "tool_name", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The name of the tool that was not found." } ]} /> ## <ApiType type="Class" slug="parse-error" symbolName="ParseError" /> ParseError Raised when response.parse() fails to parse the response content. This wraps errors from JSON extraction, JSON parsing, Pydantic validation, or custom OutputParser functions. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> <AttributesTable attributes={[ { "name": "original_exception", "type_info": { "type_str": "Exception", "description": null, "kind": "simple", "symbol_name": "Exception", "doc_url": null }, "description": "The original exception that caused the parse failure." } ]} /> ## <ApiType type="Function" slug="mirascope-llm-exceptions--parse-error-retry_message" symbolName="retry_message" /> retry_message Generate a message suitable for retrying with the LLM. Returns a user-friendly message describing what went wrong, suitable for including in a retry prompt. <ParametersTable parameters={[ { "name": "self", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" } }} /> ## <ApiType type="Class" slug="feature-not-supported-error" symbolName="FeatureNotSupportedError" /> FeatureNotSupportedError Raised if a Mirascope feature is unsupported by chosen provider. If compatibility is model-specific, then `model_id` should be specified. If the feature is not supported by the provider at all, then it may be `None`. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> <AttributesTable attributes={[ { "name": "provider_id", "type_info": { "type_str": "ProviderId", "description": null, "kind": "simple", "symbol_name": "ProviderId", "doc_url": null } }, { "name": "model_id", "type_info": { "type_str": "ModelId | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "ModelId", "description": null, "kind": "simple", "symbol_name": "ModelId", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": null } ], "doc_url": null } }, { "name": "feature", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null } } ]} /> ## <ApiType type="Class" slug="no-registered-provider-error" symbolName="NoRegisteredProviderError" /> NoRegisteredProviderError Raised when no provider is registered for a given model_id. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> <AttributesTable attributes={[ { "name": "model_id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null } } ]} /> ## <ApiType type="Class" slug="missing-a-p-i-key-error" symbolName="MissingAPIKeyError" /> MissingAPIKeyError Raised when no API key is available for a provider. This error is raised during auto-registration when the required API key environment variable is not set. If a Mirascope fallback is available, the error message will suggest using MIRASCOPE_API_KEY as an alternative. **Bases:** <TypeLink type={{"type_str": "Error", "description": null, "kind": "simple", "symbol_name": "Error", "doc_url": "/docs/api/llm/exceptions#error"}} /> <AttributesTable attributes={[ { "name": "provider_id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The provider that requires an API key." }, { "name": "env_var", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The environment variable that should contain the API key." } ]} />

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