feat: add azure model provider #184
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🦋 Changeset detectedLatest commit: f9208d2 The changes in this PR will be included in the next version bump. This PR includes changesets to release 1 package
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Caution Review failedThe pull request is closed. WalkthroughThis update introduces Azure OpenAI as a new model provider, significantly enhancing the system's capabilities for model management and deployment. Key changes include Azure-specific configuration settings, user interaction for model selection, and expanded dependency management. These enhancements improve flexibility and scalability, enabling users to effectively leverage Azure’s infrastructure for their machine learning applications. Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant AzureConfig
participant ModelAPI
User->>AzureConfig: Request Azure model setup
AzureConfig->>User: Prompt for API Key & Model selection
User->>AzureConfig: Provide API Key & select model
AzureConfig->>ModelAPI: Initialize Azure model with provided settings
ModelAPI-->>AzureConfig: Confirm model setup
AzureConfig-->>User: Azure model is ready for use
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Actionable comments posted: 2
Outside diff range, codebase verification and nitpick comments (2)
templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (1)
73-96: Ensure all required environment variables are set and validated.The function
initAzureOpenAIrelies on several environment variables. While these variables are used in the codebase, comprehensive validation for all required environment variables is not evident. Ensure thatAZURE_OPENAI_KEY,AZURE_OPENAI_ENDPOINT,AZURE_OPENAI_API_VERSION, andAZURE_OPENAI_DEPLOYMENTare properly validated to avoid runtime errors.
helpers/providers/azure.tscontains a validation check forAZURE_OPENAI_KEY. Similar checks should be implemented for the other required environment variables.Analysis chain
Ensure all required environment variables are set and validated.
The function
initAzureOpenAIrelies on several environment variables. Ensure that these variables are set and validated to avoid runtime errors.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify all required environment variables for Azure OpenAI are set. # Test: Check for the presence of required environment variables. Expect: All variables are set. env | grep -E 'AZURE_OPENAI_KEY|AZURE_OPENAI_ENDPOINT|AZURE_OPENAI_API_VERSION|AZURE_OPENAI_DEPLOYMENT'Length of output: 105
Script:
#!/bin/bash # Description: Search for the usage and validation of required environment variables in the codebase. # Search for the usage of AZURE_OPENAI_KEY, AZURE_OPENAI_ENDPOINT, AZURE_OPENAI_API_VERSION, and AZURE_OPENAI_DEPLOYMENT in the codebase. rg 'process\.env\.(AZURE_OPENAI_KEY|AZURE_OPENAI_ENDPOINT|AZURE_OPENAI_API_VERSION|AZURE_OPENAI_DEPLOYMENT)' -A 3Length of output: 2259
templates/types/streaming/express/src/controllers/engine/settings.ts (1)
73-96: Ensure all required environment variables are validated.The function
initAzureOpenAIrelies on several environment variables. WhileAZURE_OPENAI_KEYhas a validation check, the environment variablesAZURE_OPENAI_ENDPOINT,AZURE_OPENAI_API_VERSION, andAZURE_OPENAI_DEPLOYMENTdo not have any validation checks in the codebase. To avoid potential runtime errors, please add validation checks for these variables.
AZURE_OPENAI_ENDPOINTAZURE_OPENAI_API_VERSIONAZURE_OPENAI_DEPLOYMENTAnalysis chain
Ensure all required environment variables are set and validated.
The function
initAzureOpenAIrelies on several environment variables. Ensure that these variables are set and validated to avoid runtime errors.Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify all required environment variables for Azure OpenAI are set. # Test: Check for the presence of required environment variables. Expect: All variables are set. env | grep -E 'AZURE_OPENAI_KEY|AZURE_OPENAI_ENDPOINT|AZURE_OPENAI_API_VERSION|AZURE_OPENAI_DEPLOYMENT'Length of output: 105
Script:
#!/bin/bash # Description: Search for the initialization and usage of required environment variables in the codebase. # Search for AZURE_OPENAI_KEY rg 'AZURE_OPENAI_KEY' # Search for AZURE_OPENAI_ENDPOINT rg 'AZURE_OPENAI_ENDPOINT' # Search for AZURE_OPENAI_API_VERSION rg 'AZURE_OPENAI_API_VERSION' # Search for AZURE_OPENAI_DEPLOYMENT rg 'AZURE_OPENAI_DEPLOYMENT'Length of output: 2167
Script:
#!/bin/bash # Description: Search for validation and fallback mechanisms for required environment variables in the codebase. # Search for validation of AZURE_OPENAI_KEY rg 'if.*process.env.AZURE_OPENAI_KEY' # Search for validation of AZURE_OPENAI_ENDPOINT rg 'if.*process.env.AZURE_OPENAI_ENDPOINT' # Search for validation of AZURE_OPENAI_API_VERSION rg 'if.*process.env.AZURE_OPENAI_API_VERSION' # Search for validation of AZURE_OPENAI_DEPLOYMENT rg 'if.*process.env.AZURE_OPENAI_DEPLOYMENT'Length of output: 254
Review details
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Review profile: CHILL
Files selected for processing (9)
- .changeset/smooth-points-float.md (1 hunks)
- helpers/env-variables.ts (1 hunks)
- helpers/providers/azure.ts (1 hunks)
- helpers/providers/index.ts (3 hunks)
- helpers/python.ts (1 hunks)
- helpers/types.ts (1 hunks)
- templates/components/settings/python/settings.py (3 hunks)
- templates/types/streaming/express/src/controllers/engine/settings.ts (3 hunks)
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (2 hunks)
Additional context used
Biome
templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
[error] 48-49: This case is falling through to the next case.
Add a
breakorreturnstatement to the end of this case to prevent fallthrough.(lint/suspicious/noFallthroughSwitchClause)
templates/types/streaming/express/src/controllers/engine/settings.ts
[error] 48-49: This case is falling through to the next case.
Add a
breakorreturnstatement to the end of this case to prevent fallthrough.(lint/suspicious/noFallthroughSwitchClause)
Additional comments not posted (16)
.changeset/smooth-points-float.md (1)
1-5: LGTM!The changeset metadata is accurate and follows the expected format.
helpers/types.ts (1)
11-11: LGTM!The new option
"azure"is correctly added to theModelProvidertype.helpers/providers/index.ts (3)
6-6: LGTM!The new import statement for
askAzureQuestionsis correctly added.
38-38: LGTM!The new entry for Azure OpenAI is correctly added to the choices array.
74-76: LGTM!The new case for Azure OpenAI is correctly added to the switch statement.
templates/types/streaming/express/src/controllers/engine/settings.ts (1)
60-60: LGTM!The default model in the
initOpenAIfunction has been correctly updated to "gpt-3.5-turbo".helpers/providers/azure.ts (3)
6-29: LGTM!The
ALL_AZURE_OPENAI_CHAT_MODELSobject correctly maps Azure model names to their corresponding OpenAI model names.
31-50: LGTM!The
ALL_AZURE_OPENAI_EMBEDDING_MODELSobject correctly maps Azure embedding model names to their corresponding OpenAI model names and dimensions.
55-128: LGTM! But verify user input handling.The
askAzureQuestionsfunction is correctly implemented. However, ensure that the prompts handle user input and validation correctly.Verification successful
LGTM! But verify user input handling.
The
askAzureQuestionsfunction is correctly implemented. The validation logic for user input is present. However, ensure that it correctly handles the scenario whereaskModelsis true and theAZURE_OPENAI_KEYenvironment variable is not set.
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the user input handling in `askAzureQuestions`. # Test: Check for the presence of input validation logic. Expect: Input validation logic is present. rg --type ts 'validate' helpers/providers/azure.tsLength of output: 89
templates/components/settings/python/settings.py (5)
78-78: Ensure environment variableMODELis set.The variable
modelis directly assigned from the environment variable without a default value. Ensure thatMODELis set in the environment to avoid potential issues.
80-83: Ensure environment variableAZURE_OPENAI_API_VERSIONorOPENAI_API_VERSIONis set.The
api_versionvariable is assigned from two possible environment variables. Ensure that at least one of these is set to avoid potential issues.
86-92: LGTM! Generalized configuration structure improves flexibility.The introduction of the
azure_configdictionary encapsulates Azure-specific settings, improving the modularity and readability of the code.
94-99: LGTM! Centralized configuration approach for LLM settings.The
llm_configdictionary now includes Azure-specific settings along withmax_tokensandtemperature, enhancing the clarity and maintainability of the code.
105-108: LGTM! Centralized configuration approach for embedding settings.The
embedding_configdictionary now includes Azure-specific settings along withdimensions, enhancing the clarity and maintainability of the code.helpers/python.ts (1)
196-205: LGTM! Azure-specific dependencies added correctly.The new case for handling "azure" appends the necessary dependencies to the
dependenciesarray, ensuring that the Azure provider is supported.helpers/env-variables.ts (1)
277-297: LGTM! Azure-specific environment variables added correctly.The new conditional block for handling "azure" appends the necessary environment variables to the existing configuration, ensuring that the Azure provider is supported.
templates/types/streaming/express/src/controllers/engine/settings.ts
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Actionable comments posted: 0
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (5)
- helpers/env-variables.ts (1 hunks)
- helpers/providers/index.ts (3 hunks)
- helpers/python.ts (1 hunks)
- helpers/types.ts (1 hunks)
- templates/components/settings/python/settings.py (3 hunks)
Files skipped from review as they are similar to previous changes (4)
- helpers/providers/index.ts
- helpers/python.ts
- helpers/types.ts
- templates/components/settings/python/settings.py
Additional comments not posted (1)
helpers/env-variables.ts (1)
277-301: LGTM! Ensure Azure OpenAI environment variables are correctly utilized.The code changes are approved.
However, ensure that all the newly added Azure OpenAI environment variables are correctly utilized in the codebase.
Verification successful
Azure OpenAI environment variables are correctly utilized.
The environment variables
AZURE_OPENAI_KEY,AZURE_OPENAI_ENDPOINT,AZURE_OPENAI_API_VERSION,AZURE_OPENAI_LLM_DEPLOYMENT, andAZURE_OPENAI_EMBEDDING_DEPLOYMENTare appropriately used throughout the codebase.
- Files with usage:
templates/components/settings/python/settings.pytemplates/types/streaming/express/src/controllers/engine/settings.tstemplates/types/streaming/nextjs/app/api/chat/engine/settings.tshelpers/providers/azure.tsScripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the usage of Azure OpenAI environment variables in the codebase. # Test: Search for the usage of Azure OpenAI environment variables. Expect: Correct utilization in the codebase. rg --type python -A 5 $'AZURE_OPENAI_KEY|AZURE_OPENAI_ENDPOINT|AZURE_OPENAI_API_VERSION|AZURE_OPENAI_LLM_DEPLOYMENT|AZURE_OPENAI_EMBEDDING_DEPLOYMENT'Length of output: 182
Script:
#!/bin/bash # Description: Verify the usage of Azure OpenAI environment variables in the codebase. # Test: Search for the usage of Azure OpenAI environment variables. Expect: Correct utilization in the codebase. rg -A 5 'AZURE_OPENAI_KEY|AZURE_OPENAI_ENDPOINT|AZURE_OPENAI_API_VERSION|AZURE_OPENAI_LLM_DEPLOYMENT|AZURE_OPENAI_EMBEDDING_DEPLOYMENT'Length of output: 6210
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Actionable comments posted: 0
Review details
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Review profile: CHILL
Files selected for processing (2)
- templates/types/streaming/express/src/controllers/engine/settings.ts (3 hunks)
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts (2 hunks)
Files skipped from review as they are similar to previous changes (2)
- templates/types/streaming/express/src/controllers/engine/settings.ts
- templates/types/streaming/nextjs/app/api/chat/engine/settings.ts
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Summary by CodeRabbit
New Features
Bug Fixes
Documentation