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feat:Refactor Cohere API with updated methods, types, and new classes #53

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merged 1 commit into from
Sep 19, 2024

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@HavenDV HavenDV commented Sep 19, 2024

Summary by CodeRabbit

  • New Features

    • Enhanced chat and embedding functionalities with updated request and response structures.
    • Introduced a new reranking API to process and rank documents based on relevance.
    • Added support for LoRA (Low-Rank Adaptation) configuration in machine learning models.
  • Bug Fixes

    • Improved response handling and error management for chat and embedding requests.
  • Refactor

    • Updated method signatures and property types for better clarity and consistency across the API.
    • Renamed several classes and properties to align with versioning conventions.
  • Documentation

    • Added detailed XML documentation for new properties and methods to improve user understanding.

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coderabbitai bot commented Sep 19, 2024

Walkthrough

The changes encompass a significant refactoring of the Cohere API, including updates to method signatures, type renaming, and the introduction of new classes and properties. Key modifications involve the transition from older versions of data structures to newer ones, enhancing the API's capabilities for chat, embedding, and reranking functionalities. Additionally, several properties have been added or modified to improve flexibility and usability, while some classes have been removed to streamline the codebase.

Changes

Files Change Summary
src/libs/Cohere/Generated/Cohere.CohereApi.Chatv2.g.cs Updated method signatures in Chatv2Async, changing return types and parameters to newer versions.
src/libs/Cohere/Generated/Cohere.CohereApi.Embedv2.g.cs Renamed request type and expanded Embedv2Async parameters for improved functionality.
src/libs/Cohere/Generated/Cohere.CohereApi.Rerankv2.g.cs Introduced new functionalities for reranking through Rerankv2Async, including multiple overloads and additional methods for request preparation and response processing.
src/libs/Cohere/Generated/Cohere.ICohereApi.Chatv2.g.cs Updated interface method signatures to reflect changes in response types and parameter types.
src/libs/Cohere/Generated/Cohere.ICohereApi.Embedv2.g.cs Modified Embedv2Async method signature and added new parameters for enhanced control over embedding operations.
src/libs/Cohere/Generated/Cohere.ICohereApi.Rerankv2.g.cs Defined new interface methods for reranking operations.
src/libs/Cohere/Generated/Cohere.Models.AssistantMessage.g.cs Changed ToolCalls property type to ToolCallV2.
src/libs/Cohere/Generated/Cohere.Models.AssistantMessageResponse.g.cs Updated ToolCalls property type to ToolCallV2.
src/libs/Cohere/Generated/Cohere.Models.ChatMessageV2.g.cs Comprehensive renaming of properties and constructors for clarity; updated validation logic and equality checks.
src/libs/Cohere/Generated/Cohere.Models.ChatResponse.g.cs Renamed NonStreamedChatResponse2 to ChatResponse.
src/libs/Cohere/Generated/Cohere.Models.ChatResponse14.g.cs Changed class name from ChatResponse2 to ChatResponse14.
src/libs/Cohere/Generated/Cohere.Models.Chatv2Request.g.cs Updated property types to reflect new versions of message and tool structures.
src/libs/Cohere/Generated/Cohere.Models.Embedv2Request.g.cs Renamed class and properties to enhance flexibility in handling embedding requests.
src/libs/Cohere/Generated/Cohere.Models.Hyperparameters.g.cs Added properties for LoRA configuration, enhancing model adaptability.
src/libs/Cohere/Generated/Cohere.Models.LoraTargetModules.g.cs Introduced enumeration for LoRA target modules with extension methods for usability.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2Request.g.cs Defined a structured request for reranking operations, including various properties for customization.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response.g.cs Created a response structure for reranking operations, encapsulating essential elements.
src/libs/Cohere/Generated/Cohere.Models.ResponseFormatTypeV2.g.cs Renamed enumeration and updated extension methods for clarity and versioning.
src/libs/Cohere/Generated/Cohere.Models.ResponseFormatV2.g.cs Refactored struct to improve naming consistency and clarity.
src/libs/Cohere/Generated/Cohere.Models.JsonResponseFormatV2.g.cs Renamed class and updated property types for improved clarity.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response*.g.cs Introduced multiple response classes for reranking operations, each with properties for flexibility and extensibility.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResult.g.cs Defined a class to encapsulate results of reranking operations, including metadata.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResultDocument.g.cs Created a class for document structure in reranking responses, with properties for document content and additional data.
src/libs/Cohere/Generated/Cohere.Models.Images.g.cs Removed the Images class, which handled image-related functionalities.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant API
    participant ChatService
    participant EmbedService
    participant RerankService

    User->>API: Request Chat
    API->>ChatService: Chatv2Async()
    ChatService-->>API: ChatResponse
    API-->>User: Return Chat Response

    User->>API: Request Embed
    API->>EmbedService: Embedv2Async()
    EmbedService-->>API: EmbedResponse
    API-->>User: Return Embed Response

    User->>API: Request Rerank
    API->>RerankService: Rerankv2Async()
    RerankService-->>API: RerankResponse
    API-->>User: Return Rerank Response
Loading

🐰 Hopping through the code so bright,
New changes bring such pure delight!
From Chat to Embed, all refined,
A better API, so well-designed!
With Rerank magic, results align,
Let's celebrate, it's coding time! 🎉


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@github-actions github-actions bot enabled auto-merge September 19, 2024 18:25
@github-actions github-actions bot merged commit db87da6 into main Sep 19, 2024
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@coderabbitai coderabbitai bot changed the title feat:@coderabbitai feat:Refactor Cohere API with updated methods, types, and new classes Sep 19, 2024
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Actionable comments posted: 18

Outside diff range and nitpick comments (9)
src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response4.g.cs (2)

6-8: Fill in the class-level XML documentation comments.

The class-level XML documentation comments are empty. Please provide a meaningful summary of the class purpose and usage.


11-13: Fill in the property-level XML documentation comments.

The property-level XML documentation comments are empty. Please provide a meaningful summary of the property purpose and usage.

src/libs/Cohere/Generated/Cohere.Models.Rerankv2Request.g.cs (2)

8-10: Add class summary documentation.

The Rerankv2Request class lacks a summary description in its XML comments. Providing a meaningful summary helps in understanding the purpose and usage of the class.


50-51: Ensure consistent capitalization of 'API' in comments.

In the documentation for ReturnDocuments, 'api' should be capitalized as 'API' to maintain consistency.

src/libs/Cohere/Generated/Cohere.CohereApi.Embedv2.g.cs (1)

136-143: Clarify default behavior for 'embeddingTypes' parameter

The documentation (lines 136-143) indicates that embeddingTypes defaults to None, returning the float embeddings. However, in the method signature (line 157), embeddingTypes is optional and defaults to null. The correlation between null and None in this context might confuse users.

Suggestion:

Clarify in the documentation that when embeddingTypes is null, it returns the default float embeddings. Alternatively, set an explicit default value if appropriate.

Also applies to: 157-157

src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs (2)

2708-2772: Incomplete XML Documentation Comments

Several properties between Type673 and Type689 have incomplete XML documentation comments. To enhance code maintainability and usability, consider providing meaningful summaries for these public members.


Line range hint 296-2757: Add Meaningful XML Documentation for Public Properties

The newly added or modified public properties lack XML documentation comments. Providing detailed summaries and explanations can improve code readability and assist other developers in understanding the purpose of each property.

src/libs/Cohere/openapi.yaml (2)

4324-4325: Clarify the description for return_documents property

The description for return_documents has formatting issues and could be clearer. Consider revising it for better readability and consistency.

Suggested revision:

                    return_documents:
                      type: boolean
-                     description: "- If false, returns results without the doc text - the api will return a list of {index, relevance score} where index is inferred from the list passed into the request.\n- If true, returns results with the doc text passed in - the api will return an ordered list of {index, text, relevance score} where index + text refers to the list passed into the request."
+                     description: "Determines whether to include document texts in the response.\n- If `false` (default), returns results without the document texts; the API will return a list of `{index, relevance_score}` where `index` corresponds to the original documents.\n- If `true`, returns results with the document texts included; the API will return an ordered list of `{index, text, relevance_score}` where `index` corresponds to the original documents, and `text` is the document text."

4290-4290: Enhance readability of the model property description

Consider formatting the list of available models in the description for better readability and to highlight each option clearly.

Suggested revision:

                    model:
                      type: string
-                     description: 'The identifier of the model to use, one of : `rerank-english-v3.0`, `rerank-multilingual-v3.0`, `rerank-english-v2.0`, `rerank-multilingual-v2.0`'
+                     description: "The identifier of the model to use. Available models:\n- `rerank-english-v3.0`\n- `rerank-multilingual-v3.0`\n- `rerank-english-v2.0`\n- `rerank-multilingual-v2.0`"
Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 6b047e5 and 5a7c8a9.

Files selected for processing (68)
  • src/libs/Cohere/Generated/Cohere.CohereApi.Chatv2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/Cohere.CohereApi.Embedv2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/Cohere.CohereApi.Rerankv2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.ICohereApi.Chatv2.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.ICohereApi.Embedv2.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.ICohereApi.Rerankv2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.AssistantMessage.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.AssistantMessageResponse.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ChatMessageV2.g.cs (6 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ChatResponse.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ChatResponse14.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Chatv2Request.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Embedv2Request.g.cs (3 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Embedv2RequestTruncate.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Hyperparameters.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Images.g.cs (0 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.JsonResponseFormatV2.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.JsonResponseFormatV2JsonSchema.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.LoraTargetModules.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Request.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response10.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response11.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response12.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response13.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response3.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response4.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response5.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response6.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response7.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response8.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response9.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResult.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResultDocument.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ResponseFormatTypeV2.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ResponseFormatV2.g.cs (7 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.StreamedChatResponseV2.g.cs (13 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.TextResponseFormatV2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2Function.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2Type.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolMessageV2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolMessageV2Role.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2Function.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2FunctionParameters.g.cs (1 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2Type.g.cs (2 hunks)
  • src/libs/Cohere/Generated/Cohere.Models.V2EmbedRequest.g.cs (0 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ChatMessageV2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.Embedv2RequestTruncate.g.cs (1 hunks)
  • src/libs/Cohere/Generated/JsonConverters.Embedv2RequestTruncateNullable.g.cs (1 hunks)
  • src/libs/Cohere/Generated/JsonConverters.LoraTargetModules.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.LoraTargetModulesNullable.g.cs (4 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ResponseFormatTypeV2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ResponseFormatTypeV2Nullable.g.cs (4 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ResponseFormatV2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.StreamedChatResponseV2.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolCallV2Type.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolCallV2TypeNullable.g.cs (4 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolMessageV2Role.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolMessageV2RoleNullable.g.cs (4 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolV2Type.g.cs (3 hunks)
  • src/libs/Cohere/Generated/JsonConverters.ToolV2TypeNullable.g.cs (4 hunks)
  • src/libs/Cohere/Generated/JsonConverters.V2EmbedRequest.g.cs (0 hunks)
  • src/libs/Cohere/Generated/JsonSerializerContext.g.cs (5 hunks)
  • src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs (10 hunks)
  • src/libs/Cohere/openapi.yaml (15 hunks)
Files not reviewed due to no reviewable changes (3)
  • src/libs/Cohere/Generated/Cohere.Models.Images.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.V2EmbedRequest.g.cs
  • src/libs/Cohere/Generated/JsonConverters.V2EmbedRequest.g.cs
Files skipped from review due to trivial changes (33)
  • src/libs/Cohere/Generated/Cohere.Models.ChatMessageV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ChatResponse.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ChatResponse14.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Embedv2RequestTruncate.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.JsonResponseFormatV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.JsonResponseFormatV2JsonSchema.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response10.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response11.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response12.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response13.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response3.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response5.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response6.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response7.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response8.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response9.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ResponseFormatTypeV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.StreamedChatResponseV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.TextResponseFormatV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2Function.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolCallV2Type.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolMessageV2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolMessageV2Role.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2Function.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2FunctionParameters.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ToolV2Type.g.cs
  • src/libs/Cohere/Generated/JsonConverters.ChatMessageV2.g.cs
  • src/libs/Cohere/Generated/JsonConverters.ResponseFormatTypeV2.g.cs
  • src/libs/Cohere/Generated/JsonConverters.ResponseFormatV2.g.cs
  • src/libs/Cohere/Generated/JsonConverters.StreamedChatResponseV2.g.cs
Additional comments not posted (91)
src/libs/Cohere/Generated/Cohere.Models.Rerankv2Response4.g.cs (1)

1-23: The code structure and usage of attributes look good!

  • The class is well-structured and follows C# naming conventions.
  • The use of sealed and partial keywords is appropriate.
  • The use of JsonPropertyName and JsonExtensionData attributes is a good practice for controlling the serialization behavior.
  • The initialization of AdditionalProperties to an empty dictionary is a good practice to avoid null reference exceptions.
src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResultDocument.g.cs (3)

1-5: LGTM!

The code segment correctly enables nullable reference types and declares the Cohere namespace.


6-23: LGTM!

The Rerankv2ResponseResultDocument class is well-defined with the required Text property and the AdditionalProperties dictionary for storing extra properties. The JSON serialization attributes are correctly applied to ensure proper serialization and deserialization.


24-24: LGTM!

The closing brace correctly ends the Cohere namespace.

src/libs/Cohere/Generated/Cohere.Models.ToolV2.g.cs (1)

9-9: Verify the impact of the class and property renames, and underlying data structure changes.

The changes look good. The class and property renames indicate a version update, and the property type changes suggest updates to the underlying data structures.

However, please verify the following:

  1. Update all references to the renamed Tool2 class and its properties Type and Function throughout the codebase to use the new names ToolV2, ToolV2Type, and ToolV2Function respectively.

  2. Ensure that the changes to the underlying data structures ToolV2Type and ToolV2Function do not introduce any breaking changes or unintended side effects in the tool's functionality.

Run the following script to verify the class and property usage:

Also applies to: 15-16, 22-22

Verification successful

Verification successful: Class and property renames properly implemented

The changes from Tool2 to ToolV2, including the related property types ToolV2Type and ToolV2Function, have been successfully and consistently implemented across the codebase. No occurrences of the old names were found, and the new names are used in multiple relevant files. The refactoring appears to be comprehensive and well-executed.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify all references to the `Tool2` class and its properties have been updated to the new names.

# Test 1: Search for references to the old class name. Expect: No results.
rg --type cs $'Tool2(?!V)'

# Test 2: Search for references to the old property type names. Expect: No results.
rg --type cs $'Tool2(?!V)Type'
rg --type cs $'Tool2(?!V)Function'

# Test 3: Search for references to the new class and property names. Expect: Only valid usage.
rg --type cs $'ToolV2'
rg --type cs $'ToolV2Type'
rg --type cs $'ToolV2Function'

Length of output: 9241


Script:

#!/bin/bash
# Description: Verify all references to the `Tool2` class and its properties have been updated to the new names, and check for potential breaking changes.

# Test 1: Search for references to the old class name and property names
echo "Searching for old class and property names:"
rg --type cs 'Tool2\b'
rg --type cs 'Tool2Type'
rg --type cs 'Tool2Function'

# Test 2: Search for potential breaking changes or migration notes
echo "Searching for potential breaking changes or migration notes:"
rg --type cs -i 'TODO.*Tool'
rg --type cs -i 'FIXME.*Tool'
rg --type cs -i 'breaking.*change.*Tool'
rg --type cs -i 'migration.*Tool'

# Test 3: Compare method signatures of ToolV2 with potential old versions
echo "Comparing method signatures:"
rg --type cs -n 'class Tool\w*\s*\{' -A 10

# Test 4: Check for any deprecated attributes or comments
echo "Checking for deprecated attributes or comments:"
rg --type cs -i 'obsolete.*Tool'
rg --type cs -i 'deprecated.*Tool'

Length of output: 737


Script:

#!/bin/bash
# Description: Verify the search functionality and presence of new class names

# Test 1: Search for a known existing C# keyword to verify search is working
echo "Verifying search functionality:"
rg --type cs 'class'

# Test 2: Search for new class and property names
echo "Searching for new class and property names:"
rg --type cs 'ToolV2\b'
rg --type cs 'ToolV2Type'
rg --type cs 'ToolV2Function'

# Test 3: List all C# files in the project
echo "Listing all C# files in the project:"
find . -name "*.cs"

# Test 4: Get a sample of C# file contents
echo "Sampling contents of a C# file (first 20 lines of the first .cs file found):"
find . -name "*.cs" | head -n 1 | xargs head -n 20

Length of output: 191738

src/libs/Cohere/Generated/JsonConverters.ToolV2Type.g.cs (5)

6-6: LGTM!

The class renaming is consistent with the transition to the newer ToolV2Type enum. The custom JSON converter is correctly updated to handle the new type.


Line range hint 9-13: LGTM!

The Read method signature has been correctly updated to return the newer ToolV2Type enum, which is consistent with the class renaming.


21-21: LGTM!

The usage of ToolV2TypeExtensions.ToEnum is correct and consistent with the transition to the newer ToolV2Type enum. The null-coalescing operator is used appropriately to handle conversion failures.


29-29: LGTM!

The casting of the numeric value to the ToolV2Type enum is correct and consistent with the transition to the newer enum type.


41-41: LGTM!

The Write method signature has been correctly updated to accept the newer ToolV2Type enum, which is consistent with the class renaming. The usage of ToolV2TypeExtensions.ToValueString is also correct and consistent with the transition to the newer enum type.

Also applies to: 46-46

src/libs/Cohere/Generated/JsonConverters.ToolCallV2Type.g.cs (3)

6-6: LGTM!

The class rename from TextsTruncateJsonConverter to ToolCallV2TypeJsonConverter and the type change from TextsTruncate to ToolCallV2Type are consistent with the overall refactoring mentioned in the PR summary. The class should still function as a JSON converter for the new type.


Line range hint 9-36: LGTM!

The changes to the Read method, including the return type change to ToolCallV2Type, the use of ToolCallV2TypeExtensions.ToEnum for string value conversion, and the casting to ToolCallV2Type for numeric value conversion, are consistent with the overall type change from TextsTruncate to ToolCallV2Type. The method should still correctly deserialize JSON values into the new type.


41-47: LGTM!

The changes to the Write method, including the parameter type change to ToolCallV2Type and the use of ToolCallV2TypeExtensions.ToValueString for value writing, are consistent with the overall type change from TextsTruncate to ToolCallV2Type. The method should still correctly serialize ToolCallV2Type values into JSON strings.

src/libs/Cohere/Generated/JsonConverters.LoraTargetModules.g.cs (1)

Line range hint 6-48: LGTM! Verify the impact of the class renaming and type change.

The changes to the JSON converter class are consistent with the renaming from ToolMessage2RoleJsonConverter to LoraTargetModulesJsonConverter and the shift in focus to LoraTargetModules type. The Read and Write methods have been updated accordingly to handle the new type.

Please ensure that all references to the old ToolMessage2RoleJsonConverter class and ToolMessage2Role type have been updated across the codebase to avoid any breakages.

Run the following script to verify the usage of the old class and type:

Verification successful

Renaming verified. Manual check needed for JsonConverter usage.

The codebase analysis confirms that the renaming from ToolMessage2RoleJsonConverter to LoraTargetModulesJsonConverter has been successfully implemented across the codebase. No references to the old class or type names were found, and the new names are present in multiple generated files.

However, the search for JsonConverter attribute usage didn't return any results, which is unexpected. This could be due to a limitation in the search pattern or an issue with how the attributes are applied.

Action items:

  • Manually verify the usage of JsonConverter attributes, particularly in the following files:
    1. src/libs/Cohere/Generated/Cohere.Models.Hyperparameters.g.cs
    2. src/libs/Cohere/Generated/JsonConverters.LoraTargetModules.g.cs
    3. src/libs/Cohere/Generated/JsonConverters.LoraTargetModulesNullable.g.cs
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify all references to the old class and type have been updated.

# Test 1: Search for references to the old class name. Expect: No occurrences.
rg --type csharp $'ToolMessage2RoleJsonConverter'

# Test 2: Search for references to the old type name. Expect: No occurrences.
rg --type csharp $'ToolMessage2Role'

Length of output: 84


Script:

#!/bin/bash
# Description: Perform additional verification steps for the class and type renaming.

# Test 1: Check if 'rg' command is available
if command -v rg &> /dev/null; then
    echo "ripgrep (rg) is available"
else
    echo "ripgrep (rg) is not available, falling back to grep"
    alias rg='grep -R'
fi

# Test 2: Broader search for old class and type names (case-insensitive, partial match)
echo "Searching for old class and type names:"
rg -i 'toolmessage2role'

# Test 3: Search for new class and type names
echo "Searching for new class and type names:"
rg -i 'loratargetmodules'

# Test 4: Search for JsonConverter attribute usage
echo "Searching for JsonConverter attribute usage:"
rg --type csharp '\[JsonConverter\('

Length of output: 5382

src/libs/Cohere/Generated/JsonConverters.ToolMessageV2Role.g.cs (5)

6-6: LGTM!

The class name change from ToolCall2TypeJsonConverter to ToolMessageV2RoleJsonConverter and the corresponding change in the generic type parameter are consistent and maintain the purpose of the class as a custom JSON converter.


9-9: LGTM!

The return type change of the Read method from global::Cohere.ToolCall2Type to global::Cohere.ToolMessageV2Role is consistent with the class-level changes and maintains the method's purpose of deserializing JSON into the appropriate type.


21-21: LGTM!

The change from using ToolCall2TypeExtensions.ToEnum to ToolMessageV2RoleExtensions.ToEnum is consistent with the overall shift from ToolCall2Type to ToolMessageV2Role. As long as ToolMessageV2RoleExtensions.ToEnum is implemented correctly to convert a string to a ToolMessageV2Role?, this change should work as expected.


29-29: LGTM!

The change from casting numValue to ToolCall2Type to casting it to ToolMessageV2Role is consistent with the overall shift in types. As long as the numeric values of the ToolMessageV2Role enum match the expected JSON number values, this change should work as expected.


41-46: LGTM!

The changes to the Write method, including the parameter type change from ToolCall2Type to ToolMessageV2Role and the use of ToolMessageV2RoleExtensions.ToValueString for serialization, are consistent with the overall shift in types. As long as ToolMessageV2RoleExtensions.ToValueString is implemented correctly to provide a string representation of ToolMessageV2Role suitable for JSON serialization, these changes should work as expected.

src/libs/Cohere/Generated/JsonConverters.ToolV2TypeNullable.g.cs (5)

6-6: LGTM!

The class name change from Tool2TypeNullableJsonConverter to ToolV2TypeNullableJsonConverter is consistent with the renaming of Tool2Type to ToolV2Type. The class functionality remains intact.


9-9: LGTM!

The return type change of the Read method from global::Cohere.Tool2Type? to global::Cohere.ToolV2Type? is consistent with the renaming of Tool2Type to ToolV2Type. The method functionality remains intact.


21-21: LGTM!

The method call change from global::Cohere.Tool2TypeExtensions.ToEnum to global::Cohere.ToolV2TypeExtensions.ToEnum is consistent with the renaming of Tool2Type to ToolV2Type. The functionality of the ToEnum method remains intact.


29-29: LGTM!

The cast type change from global::Cohere.Tool2Type to global::Cohere.ToolV2Type is consistent with the renaming of Tool2Type to ToolV2Type. The functionality of the cast remains intact.


41-41: LGTM!

The parameter type change of the Write method from global::Cohere.Tool2Type? to global::Cohere.ToolV2Type? and the method call change from global::Cohere.Tool2TypeExtensions.ToValueString to global::Cohere.ToolV2TypeExtensions.ToValueString are consistent with the renaming of Tool2Type to ToolV2Type. The functionality of the Write method remains intact.

Also applies to: 52-52

src/libs/Cohere/Generated/JsonConverters.ToolCallV2TypeNullable.g.cs (3)

6-6: LGTM!

The class name change is consistent with the type name change from ToolCall2Type to ToolCallV2Type.


9-9: LGTM!

The method signature change and the updated return statements are consistent with the type name change from ToolCall2Type to ToolCallV2Type.

Also applies to: 21-21, 29-29


41-41: LGTM!

The method signature change and the updated type reference are consistent with the type name change from ToolCall2Type to ToolCallV2Type.

Also applies to: 52-52

src/libs/Cohere/Generated/JsonConverters.LoraTargetModulesNullable.g.cs (4)

6-6: LGTM!

The class declaration has been correctly updated to match the file name and the new type being handled.


Line range hint 9-21: LGTM!

The Read method has been correctly updated to handle LoraTargetModules? type and uses the appropriate extension method for string conversion.


29-29: LGTM!

The numeric value is correctly cast to LoraTargetModules.


Line range hint 41-52: LGTM!

The Write method has been correctly updated to handle LoraTargetModules? type and uses the appropriate extension method for serialization.

src/libs/Cohere/Generated/JsonConverters.ToolMessageV2RoleNullable.g.cs (4)

6-6: LGTM!

The class name has been updated to reflect the new ToolMessageV2Role type, and the JSON converter is correctly defined for the nullable version of the type.


9-9: LGTM!

The Read method signature has been correctly updated to return the new ToolMessageV2Role? type.


21-21: LGTM!

The ToEnum method call and the cast have been correctly updated to use the new ToolMessageV2Role type and its corresponding extensions class.

Also applies to: 29-29


41-41: LGTM!

The Write method signature and the ToValueString method call have been correctly updated to use the new ToolMessageV2Role type and its corresponding extensions class.

Also applies to: 52-52

src/libs/Cohere/Generated/JsonConverters.ResponseFormatTypeV2Nullable.g.cs (3)

6-6: LGTM!

The class name change is consistent with the updated type it is converting.


Line range hint 9-21: LGTM!

The method signature and functionality have been updated consistently to handle the new ResponseFormatTypeV2 type.


Line range hint 41-52: LGTM!

The method signature and functionality have been updated consistently to handle the new ResponseFormatTypeV2 type.

src/libs/Cohere/Generated/JsonConverters.Embedv2RequestTruncate.g.cs (2)

9-36: LGTM!

The Read method correctly handles the deserialization of JSON data into an Embedv2RequestTruncate enum value. It supports both string and number token types, converts them appropriately, and throws an exception for unexpected token types. The error handling and default value return are also properly implemented.


39-47: LGTM!

The Write method correctly handles the serialization of an Embedv2RequestTruncate enum value into JSON data. It performs a null check on the writer, throwing an appropriate exception if it is null. It also uses the Embedv2RequestTruncateExtensions.ToValueString method to convert the enum value to a string representation, ensuring consistency with the deserialization process.

src/libs/Cohere/Generated/Cohere.Models.Rerankv2ResponseResult.g.cs (5)

9-36: LGTM!

The Rerankv2ResponseResult class is well-defined and captures the essential information about a reranked document. The properties are appropriately typed and annotated with JSON serialization attributes. The AdditionalProperties property provides flexibility to capture any additional data not explicitly defined in the schema.

The class serves as a good representation of the result of a reranking operation.


14-15: LGTM!

The Document property is appropriately defined as a nullable Rerankv2ResponseResultDocument type to handle the case when return_documents is false. The JSON property name "document" matches the convention used in the API response. The XML documentation provides a clear description of the property's purpose.


20-22: LGTM!

The Index property is appropriately defined as a required int type to represent the index of the document in the original list. The JSON property name "index" matches the convention used in the API response. The XML documentation provides a clear description of the property's purpose.


27-29: LGTM!

The RelevanceScore property is appropriately defined as a required float type to represent the relevance score of the document. The JSON property name "relevance_score" matches the convention used in the API response. The XML documentation provides a clear description of the property's purpose and the range of the score.


34-35: LGTM!

The AdditionalProperties property is appropriately defined as an IDictionary<string, object> type to capture additional JSON properties not explicitly defined in the schema. It's marked with the JsonExtensionData attribute to indicate its purpose. The XML documentation provides a clear description of the property's purpose.

src/libs/Cohere/Generated/JsonConverters.Embedv2RequestTruncateNullable.g.cs (2)

9-36: LGTM!

The Read method correctly handles the deserialization of both string and number JSON values to the nullable Embedv2RequestTruncate enum. It uses appropriate techniques to convert the JSON values to the enum and throws an exception for unsupported token types. The method also handles null or unrecognized tokens by returning a default value.


39-54: LGTM!

The Write method correctly handles the serialization of the nullable Embedv2RequestTruncate enum to a JSON value. It checks for null values and writes a null JSON value in that case. It uses the ToValueString extension method to convert the enum to its string representation before writing it to the JSON output. The method also throws an ArgumentNullException if the writer is null, ensuring that the writer is not null before using it.

src/libs/Cohere/Generated/Cohere.Models.LoraTargetModules.g.cs (4)

1-68: LGTM!

The code segment is well-structured and follows best practices. The enum LoraTargetModules is clearly defined with appropriate documentation comments explaining each value. The extension methods in LoraTargetModulesExtensions provide useful functionality for converting between enum values and their string representations. The use of switch expressions and nullable return type in ToEnum method ensures graceful handling of invalid input.

Overall, the code is clean, readable, and follows good naming conventions. Great job!


6-13: Great documentation comments!

The XML documentation comments for the LoraTargetModules enum are well-written and informative. They provide a clear explanation of the enum's purpose and the meaning of each value. The use of <br/> tags enhances the readability of the comments by introducing line breaks.

Specifying the default value as LORA_TARGET_MODULES_UNSPECIFIED in the comments is a good practice and helps developers understand the default behavior.

Keep up the excellent work in documenting your code!


42-52: Nicely implemented ToValueString method!

The ToValueString extension method is implemented effectively using a switch expression. It covers all the enum values and returns their corresponding string representations. This approach ensures exhaustive handling of all possible enum values.

Throwing an ArgumentOutOfRangeException for unhandled enum values is a good defensive programming practice. It helps identify and handle unexpected input, improving the robustness of the code.

The method is concise, readable, and follows a clear logic. Well done!


56-66: Well-implemented ToEnum method!

The ToEnum extension method is implemented effectively using a switch expression. It maps the valid string representations to their corresponding LoraTargetModules enum values. This approach provides a convenient way to convert string values back to the enum type.

Returning a nullable LoraTargetModules is a smart choice as it allows graceful handling of invalid string input. If an invalid string is provided, the method returns null, indicating that the conversion was unsuccessful.

The method is concise, readable, and follows a clear logic. It enhances the usability of the LoraTargetModules enum by enabling seamless conversion from string values.

Excellent work on this extension method!

src/libs/Cohere/Generated/Cohere.Models.Hyperparameters.g.cs (3)

43-48: LGTM!

The LoraAlpha property is a valuable addition to the Hyperparameters class, allowing users to control the impact of LoRA updates on the model. The property is well-documented, appropriately typed, and properly annotated for JSON serialization.


50-55: LGTM!

The LoraRank property is a useful addition to the Hyperparameters class, enabling users to balance model complexity and flexibility by specifying the rank for low-rank matrices in LoRA. The property is well-documented, appropriately typed, and properly annotated for JSON serialization.


57-67: LGTM!

The LoraTargetModules property is a valuable addition to the Hyperparameters class, providing users with the flexibility to specify the combinations of LoRA modules to target within the model architecture. The property is thoroughly documented, appropriately typed as an enumeration, and properly annotated for JSON serialization with a custom converter for enhanced flexibility.

src/libs/Cohere/Generated/Cohere.Models.Embedv2Request.g.cs (4)

9-9: LGTM!

The class renaming from Texts to Embedv2Request improves clarity and aligns with the purpose of the class.


63-64: LGTM!

The changes to the JSON converter and property type for Truncate suggest a more tailored handling of truncation logic for Embedv2Request. The default value remains set to END, preserving existing functionality.


43-43: Verify the impact of the nullable change.

The change to a nullable type for the InputType property enhances the flexibility of the API.

Please ensure that the nullable change is handled correctly throughout the codebase to avoid potential null reference exceptions.

Run the following script to verify the property usage:

Verification successful

Nullable change for InputType property is appropriate

The change to make the InputType property nullable in the Embedv2Request class is consistent with its usage in other similar classes and aligns with flexible API design practices. No direct usages of Embedv2Request.InputType were found in the codebase, suggesting that this change is unlikely to cause immediate issues.

The presence of JSON converters ensures that the nullable property will be handled correctly during serialization and deserialization operations.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the usage of the `InputType` property in the codebase.

# Test: Search for the property usage. Expect: Null checks or null-forgiving operator usage.
rg --type cs -A 5 $'Embedv2Request\\.InputType'

Length of output: 47


Script:

#!/bin/bash
# Description: Verify the usage of Embedv2Request class and InputType property

# Search for Embedv2Request usage
echo "Searching for Embedv2Request usage:"
rg --type cs -A 5 "Embedv2Request"

# Search for InputType usage
echo "Searching for InputType usage:"
rg --type cs -A 5 "InputType"

# Verify the existence of Embedv2Request class
echo "Verifying Embedv2Request class existence:"
rg --type cs "class Embedv2Request"

Length of output: 40945


15-15: Verify the impact of the nullable change.

The property renaming from Texts1 to Texts and the change to a nullable type are improvements in the API design.

Please ensure that the nullable change is handled correctly throughout the codebase to avoid potential null reference exceptions.

Run the following script to verify the property usage:

Verification successful

Nullable change implemented correctly, no visible issues found.

The change to make the Texts property nullable in the Embedv2Request class has been implemented correctly. There are no visible issues with the usage of this property in the codebase.

However, as a precaution:

  • Ensure that any code using this property is aware of its nullable nature.
  • Handle potential null values appropriately when accessing this property.
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the usage of the `Texts` property in the codebase.

# Test: Search for the property usage. Expect: Null checks or null-forgiving operator usage.
rg --type cs -A 5 $'Embedv2Request\\.Texts'

Length of output: 43


Script:

#!/bin/bash
# Description: Perform a broader search for Embedv2Request usage and Texts property

# Search for Embedv2Request usage
echo "Searching for Embedv2Request usage:"
rg --type cs -A 10 "Embedv2Request"

echo "\nSearching for Texts property usage:"
rg --type cs -A 5 "\bTexts\b"

Length of output: 31208

src/libs/Cohere/Generated/Cohere.Models.ResponseFormatV2.g.cs (5)

15-15: LGTM!

The struct rename from ResponseFormat2 to ResponseFormatV2 aligns the name with a versioning scheme, improving clarity and consistency. The change does not affect the functionality of the struct.


21-23: LGTM!

The type rename from TextResponseFormat2 to TextResponseFormatV2 for the Text property aligns the type with a versioning scheme, improving clarity and consistency. The implicit conversion operators and constructor signature have been correctly updated to reflect this change. The changes do not affect the functionality of the struct.

Also applies to: 37-42, 47-47


56-58: LGTM!

The property rename from JSON to Json and the corresponding type change from JSONResponseFormat2 to JsonResponseFormatV2 align with common naming conventions and improve consistency. The implicit conversion operators, constructor signature, and the IsJson property have been correctly updated to reflect these changes. The changes do not affect the functionality of the struct.

Also applies to: 65-67, 72-77, 82-84


90-96: LGTM!

The constructor signature has been correctly updated to use the new property names text and json, matching the renamed properties in the struct. The changes do not affect the functionality of the constructor.


103-103: LGTM!

The equality checks, operator overloads, and GetHashCode method have been correctly updated to operate on the new struct and property names. The Validate method has been correctly updated to check the presence of the Json property instead of JSON. These changes ensure that the struct's behavior remains consistent with its previous version.

Also applies to: 112-112, 123-125, 138-142, 149-151, 157-157, 167-167

src/libs/Cohere/Generated/Cohere.ICohereApi.Chatv2.g.cs (5)

14-14: LGTM!

The return type change aligns with the new response types, enhancing the API's capabilities.

Ensure that:

  • The consuming code is updated to handle the new response types.
  • The new response types are properly documented.

90-90: Duplicate code segment.

This code segment is identical to the one at line 14, which has already been reviewed.


92-92: LGTM!

The parameter type change aligns with the new message type, likely accommodating new features or improvements.

Ensure that:

  • The consuming code is updated to pass the correct type of messages.
  • The new global::Cohere.ChatMessageV2 type is properly documented.

93-93: LGTM!

The parameter type change aligns with the new tool type, likely accommodating new features or improvements.

Ensure that:

  • The consuming code is updated to pass the correct type of tools.
  • The new global::Cohere.ToolV2 type is properly documented.

96-96: LGTM!

The parameter type change aligns with the new response format type, likely accommodating new features or improvements.

Ensure that:

  • The consuming code is updated to pass the correct type of response format.
  • The new global::Cohere.ResponseFormatV2 type is properly documented.
src/libs/Cohere/Generated/Cohere.Models.Chatv2Request.g.cs (3)

26-26: LGTM!

The change from ChatMessage2 to ChatMessageV2 aligns with the broader API evolution mentioned in the summary. Please ensure any existing code that uses the Messages property is updated to use the new ChatMessageV2 type.


33-33: LGTM!

The change from Tool2 to ToolV2 aligns with the broader API evolution mentioned in the summary. Please ensure any existing code that uses the Tools property is updated to use the new ToolV2 type.


55-56: LGTM!

The changes from ResponseFormat2 to ResponseFormatV2 and from ResponseFormat2JsonConverter to ResponseFormatV2JsonConverter align with the broader API evolution mentioned in the summary. Please ensure:

  1. Any existing code that uses the ResponseFormat property is updated to use the new ResponseFormatV2 type.
  2. Any code that relies on the old ResponseFormat2JsonConverter for serialization or deserialization is updated to use the new ResponseFormatV2JsonConverter.
src/libs/Cohere/Generated/JsonSerializerContext.g.cs (5)

30-31: LGTM!

The renaming of ToolCall2TypeJsonConverter and ToolCall2TypeNullableJsonConverter to their V2 counterparts is consistent with the overall standardization effort.


38-41: LGTM!

The renaming of ToolMessage2RoleJsonConverter, ToolMessage2RoleNullableJsonConverter, Tool2TypeJsonConverter, and Tool2TypeNullableJsonConverter to their V2 counterparts is consistent with the overall standardization effort.


44-45: LGTM!

The renaming of ResponseFormatType2JsonConverter and ResponseFormatType2NullableJsonConverter to their V2 counterparts is consistent with the overall standardization effort.


92-93: LGTM!

The addition of LoraTargetModulesJsonConverter and LoraTargetModulesNullableJsonConverter converters is consistent with the existing naming convention and suggests enhancements or new features related to Lora target modules in the serialization context.


110-111: LGTM!

The addition of Embedv2RequestTruncateJsonConverter and Embedv2RequestTruncateNullableJsonConverter converters is consistent with the existing naming convention and suggests enhancements or new features related to embedding request truncation in the serialization context.

The renaming of ChatMessage2JsonConverter, ResponseFormat2JsonConverter, and StreamedChatResponse2JsonConverter to their V2 counterparts is consistent with the overall standardization effort.

Also applies to: 140-141, 153-153

src/libs/Cohere/Generated/Cohere.CohereApi.Embedv2.g.cs (1)

158-158: Default value for 'truncate' parameter aligns with documentation

The truncate parameter (lines 144-149) has a default value of END, which matches the default set in the method signature (line 158) and when constructing the request (line 167). This ensures consistent behavior as documented.

Also applies to: 167-167

src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs (10)

416-428: Verify Renaming of ToolV2 Related Types

Properties Type100 to Type103 have been updated to ToolV2 types. Ensure that all instances of Tool2, Tool2Type, Tool2Function, and Tool2FunctionParameters are updated accordingly in the codebase.

Run the following script to find any remaining references:

#!/bin/bash
# Description: Search for references to old `Tool2` types.

rg --type cs 'Tool2\b|Tool2Type\b|Tool2Function\b|Tool2FunctionParameters\b'

1784-1848: Update Rerank and ClassifyResponse Types

Properties Type442 to Type457 have been updated to the new Rerankv2Response types. Ensure that the old ClassifyResponse and related types are updated throughout the codebase.

Search for any remaining references:


408-412: Ensure Consistency in ChatMessage Types

The ChatMessageV2 type is now used in properties Type98 and Type99. Confirm that all previous references to ChatMessage2 are updated throughout the codebase.

Run the following script to search for old references:

Verification successful

ChatMessage2 to ChatMessageV2 Migration Verified

The migration from ChatMessage2 to ChatMessageV2 has been successfully completed throughout the codebase. No remaining references to ChatMessage2 were found, and ChatMessageV2 is being used consistently in various parts of the codebase, including the specific file mentioned in the original review comment.

  • src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs correctly uses ChatMessageV2 in properties Type98 and Type99.
  • Multiple other files, such as JsonConverters, Chatv2Request model, and the ChatMessageV2 model definition, are using ChatMessageV2 consistently.

No further action is required regarding this migration.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Search for references to 'ChatMessage2'.

rg --type cs 'ChatMessage2\b'

Length of output: 317


Script:

#!/bin/bash
# Search for references to 'ChatMessage2' and 'ChatMessageV2'
echo "Searching for ChatMessage2 references:"
rg --type cs 'ChatMessage2\b'

echo -e "\nSearching for ChatMessageV2 references:"
rg --type cs 'ChatMessageV2\b'

echo -e "\nSearching for ChatMessage type declarations:"
ast-grep --lang csharp --pattern 'class $_ : ChatMessage { $$ }'

Length of output: 4510


392-396: Updated ToolMessage Types to 'V2'

Properties Type94 and Type95 have been updated to ToolMessageV2 and ToolMessageV2Role. Verify that all references to ToolMessage2 and ToolMessage2Role are updated to maintain consistency.

Search for any remaining references to the old type names:

Verification successful

ToolMessage Types Successfully Updated to 'V2'

The verification process confirms that the renaming from ToolMessage2 and ToolMessage2Role to ToolMessageV2 and ToolMessageV2Role has been successfully implemented across the codebase. Key points:

  • No occurrences of the old types were found.
  • Multiple instances of the new types are present in generated files.
  • The update appears comprehensive, covering various usage contexts (properties, parameters, conversions, and enum definitions).

This change has been properly propagated through the system, maintaining consistency in the codebase.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Find usages of 'ToolMessage2' and 'ToolMessage2Role'.

rg --type cs 'ToolMessage2\b|ToolMessage2Role\b'

Length of output: 317


Script:

#!/bin/bash
# Description: Search for old and new ToolMessage types

# Search for old types
echo "Searching for old types (ToolMessage2 and ToolMessage2Role):"
rg --type cs '\bToolMessage2\b|\bToolMessage2Role\b'

echo -e "\nSearching for new types (ToolMessageV2 and ToolMessageV2Role):"
rg --type cs '\bToolMessageV2\b|\bToolMessageV2Role\b'

Length of output: 5345


668-668: Update StreamedChatResponse Type

Property Type163 has been updated from StreamedChatResponse2 to StreamedChatResponseV2. Verify that all references are updated to maintain consistency.

Search for old references:

Verification successful

Update to StreamedChatResponseV2 Verified

The change from StreamedChatResponse2 to StreamedChatResponseV2 has been successfully implemented across the codebase. No remaining references to the old type were found, and the new type is consistently used in relevant files.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Search for references to 'StreamedChatResponse2'.

rg --type cs 'StreamedChatResponse2\b'

Length of output: 317


Script:

#!/bin/bash
# Search for 'StreamedChatResponse2' case-insensitively
echo "Searching for StreamedChatResponse2:"
rg -i 'StreamedChatResponse2' --type cs

# Search for 'StreamedChatResponseV2' case-insensitively
echo "Searching for StreamedChatResponseV2:"
rg -i 'StreamedChatResponseV2' --type cs

# Check for the existence of C# files
echo "Checking for C# files:"
fd -e cs

Length of output: 66614


440-456: Update ResponseFormat Types to 'V2'

Properties Type106 to Type110 have been renamed to use ResponseFormatV2 and related types. Confirm that all references to the old ResponseFormat2 types are updated.

Run the following script to check for old references:

Verification successful

ResponseFormat Types Successfully Updated to 'V2'

The verification process has confirmed that all references to the old ResponseFormat2 types have been successfully updated to the new ResponseFormatV2 types throughout the codebase. No instances of the old types were found, and the new types are consistently used across various files and contexts.

  • All occurrences now use ResponseFormatV2, TextResponseFormatV2, JsonResponseFormatV2, and JsonResponseFormatV2JsonSchema.
  • The update has been applied to class definitions, property declarations, and method parameters.
  • No further action is required regarding this update.
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Search for references to old `ResponseFormat2` types.

rg --type cs 'ResponseFormat2\b|TextResponseFormat2\b|JSONResponseFormat2\b|JSONResponseFormat2JsonSchema\b'

Length of output: 317


Script:

#!/bin/bash
# Description: Search for references to both old `ResponseFormat2` and new `ResponseFormatV2` types.

echo "Searching for old ResponseFormat2 types:"
rg --type cs -C 2 'ResponseFormat2\b|TextResponseFormat2\b|JSONResponseFormat2\b|JSONResponseFormat2JsonSchema\b'

echo -e "\nSearching for new ResponseFormatV2 types:"
rg --type cs -C 2 'ResponseFormatV2\b|TextResponseFormatV2\b|JsonResponseFormatV2\b|JsonResponseFormatV2JsonSchema\b'

Length of output: 22529


484-484: Update ChatResponse Type

Property Type117 has been renamed from NonStreamedChatResponse2 to ChatResponse. Ensure that this change is consistent across the codebase to prevent any mismatches.

Search for any remaining references to NonStreamedChatResponse2:

Verification successful

To ensure we have accurate information about the renaming, let's run some additional verification scripts.


Based on our verification, we can now provide a final response to the original review comment.

Renaming Verified: NonStreamedChatResponse2 to ChatResponse

The renaming of NonStreamedChatResponse2 to ChatResponse has been consistently applied across the codebase. Specifically:

  • No occurrences of NonStreamedChatResponse2 were found in the codebase.
  • The file src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs now includes public global::Cohere.ChatResponse? Type117 { get; set; } as mentioned in the review.
  • ChatResponse is used in multiple files, indicating consistent adoption of the new name.

While there are still references to NonStreamedChatResponse and StreamedChatResponse, as well as other ChatResponse variants (e.g., ChatResponse3, ChatResponse4), these appear to be part of a larger type system and do not conflict with the specific rename mentioned in the review.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Find any remaining references to 'NonStreamedChatResponse2'.

rg --type cs 'NonStreamedChatResponse2\b'

Length of output: 317


Script:

#!/bin/bash
# Search for any remaining references to 'NonStreamedChatResponse2'
echo "Searching for NonStreamedChatResponse2:"
rg --type cs 'NonStreamedChatResponse2\b'

# Search for usage of 'ChatResponse'
echo "Searching for ChatResponse:"
rg --type cs 'ChatResponse\b'

# Check the specific file mentioned in the review comment
echo "Checking src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs:"
cat src/libs/Cohere/Generated/JsonSerializerContextTypes.g.cs | grep -n 'ChatResponse'

Length of output: 12179


344-344: Verify Update of List Types to New Type Names

The property Type82 has been updated to use IList<ToolCallV2>. Ensure that all usages of IList<ToolCall2> have been updated accordingly throughout the codebase.

Run the following script to search for any remaining usages of the old list type:

Verification successful

Update to IList<ToolCallV2> Successfully Verified

The codebase has been thoroughly checked, and all instances of IList<ToolCall2> have been successfully updated to IList<ToolCallV2>. No remaining usages of the old type were found, and the new type is consistently used throughout the relevant files.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Search for any remaining usages of 'IList<ToolCall2>'.

rg --type cs 'IList<\s*global::Cohere\.ToolCall2\s*>'

Length of output: 317


Script:

#!/bin/bash
# Search for any remaining instances of ToolCall2
echo "Searching for ToolCall2:"
rg --type cs 'ToolCall2\b'

# Search for instances of the new ToolCallV2
echo "Searching for ToolCallV2:"
rg --type cs 'ToolCallV2\b'

# Search for partial updates or related types
echo "Searching for partial updates or related types:"
rg --type cs 'Tool(Call|2|V2)'

Length of output: 79402


784-820: Ensure Correct Renaming in EmbedJob Related Types

Properties Type192 to Type201 have been updated to use EmbedJob and EmbedJobV2 types. Confirm that all instances of the old types are updated accordingly.

Run the following script:


296-304: Ensure Consistent Renaming of Types to 'V2'

The types have been renamed from *2 to *V2 in properties Type70, Type71, and Type72. Verify that all references to the old types (ToolCall2, ToolCall2Type, ToolCall2Function) are updated throughout the codebase to prevent any inconsistencies or compilation errors.

Run the following script to check for any remaining references to the old type names:

Verification successful

Renaming Consistency Confirmed: ToolCall2 to ToolCallV2

The comprehensive search across the codebase has verified that the renaming from 'ToolCall2' to 'ToolCallV2' has been consistently applied. No remaining references to the old type names (ToolCall2, ToolCall2Type, ToolCall2Function) were found. The changes appear to have been implemented thoroughly and correctly.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Search for any remaining references to 'ToolCall2', 'ToolCall2Type', or 'ToolCall2Function' in the codebase.

rg --type cs 'ToolCall2\b|ToolCall2Type\b|ToolCall2Function\b'

Length of output: 317


Script:

#!/bin/bash
# Description: Comprehensive search for any remaining references to old type names and potential variations

# Search for ToolCall2 variations
echo "Searching for ToolCall2 variations:"
rg --type cs '\bToolCall2\b|\bToolCall2Type\b|\bToolCall2Function\b'

# Search for other potential '2' suffixed types
echo -e "\nSearching for other '2' suffixed types:"
rg --type cs '\b\w+2\b' | grep -v 'V2'

# Search for JSONResponseFormat2
echo -e "\nSearching for JSONResponseFormat2:"
rg --type cs '\bJSONResponseFormat2\b'

Length of output: 173420

src/libs/Cohere/openapi.yaml (2)

11997-12007: Consistency in LoraTargetModules enum definitions

Ensure that the enum values and their descriptions in LoraTargetModules are consistent and accurately reflect the intended options.


7850-7856: Ensure correct discriminator mapping in ChatMessageV2

In the ChatMessageV2 schema, confirm that the discriminator mapping correctly associates the role field values with the appropriate schema references. This ensures that messages are properly deserialized based on their role.

Run the following script to verify the mappings:

Verification successful

Discriminator mapping in ChatMessageV2 is correct and complete

The verification process has confirmed that the discriminator mapping in the ChatMessageV2 schema is correctly implemented. The role property is used as the discriminator, and the mapping for each role (user, assistant, system, tool) is present and correctly references the appropriate schema:

  • user: '#/components/schemas/UserMessage'
  • assistant: '#/components/schemas/AssistantMessage'
  • system: '#/components/schemas/SystemMessage'
  • tool: '#/components/schemas/ToolMessageV2'

These mappings ensure that messages will be properly deserialized based on their role, as suggested in the original review comment.

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the discriminator mapping for 'ChatMessageV2'

# Test: Search for the 'ChatMessageV2' discriminator mappings. Expect: Correct mapping of roles to schemas.

ast-grep --lang yaml --pattern $'- discriminator:\n    propertyName: role\n    mapping:\n      user: \'#/components/schemas/UserMessage\'\n      assistant: \'#/components/schemas/AssistantMessage\'\n      system: \'#/components/schemas/SystemMessage\'\n      tool: \'#/components/schemas/ToolMessageV2\''

Length of output: 493


Script:

#!/bin/bash
# Description: Search for ChatMessageV2 schema and its discriminator mapping

# Search for ChatMessageV2 schema and include surrounding context
rg -U -C 10 "ChatMessageV2:\n.*\n.*discriminator:" src/libs/Cohere/openapi.yaml

# Search specifically for the discriminator mapping
rg -U "discriminator:\n.*propertyName: role\n.*mapping:" src/libs/Cohere/openapi.yaml

Length of output: 234


Script:

#!/bin/bash
# Description: Detailed search for ChatMessageV2 schema and its discriminator mapping

# Verify the file exists
ls -l src/libs/Cohere/openapi.yaml

# Search for ChatMessageV2 schema with extended context
rg -U -C 20 "ChatMessageV2:" src/libs/Cohere/openapi.yaml

# Search for discriminator mapping with extended context
rg -U -C 10 "discriminator:\n.*propertyName: role\n.*mapping:" src/libs/Cohere/openapi.yaml

# Search for specific role mappings
rg -U "user: '#/components/schemas/UserMessage'" src/libs/Cohere/openapi.yaml
rg -U "assistant: '#/components/schemas/AssistantMessage'" src/libs/Cohere/openapi.yaml
rg -U "system: '#/components/schemas/SystemMessage'" src/libs/Cohere/openapi.yaml
rg -U "tool: '#/components/schemas/ToolMessageV2'" src/libs/Cohere/openapi.yaml

Length of output: 3863

src/libs/Cohere/Generated/Cohere.CohereApi.Chatv2.g.cs (2)

31-31: Method signature updated to use new response types

The Chatv2Async method now returns OneOf<ChatResponse, StreamedChatResponseV2?>, which correctly reflects the updated response structures and enhances the API's capability to handle chat responses.


170-176: Updated method parameters align with new data structures

The parameters of the overloaded Chatv2Async method now use ChatMessageV2, ToolV2, and ResponseFormatV2, ensuring consistency with the updated models and enhancing the functionality of the API.

@@ -21,7 +21,7 @@ public sealed partial class AssistantMessageResponse
///
/// </summary>
[global::System.Text.Json.Serialization.JsonPropertyName("tool_calls")]
public global::System.Collections.Generic.IList<global::Cohere.ToolCall2>? ToolCalls { get; set; }
public global::System.Collections.Generic.IList<global::Cohere.ToolCallV2>? ToolCalls { get; set; }
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Tip

Codebase Verification

Inconsistent usage of ToolCall and ToolCallV2 types detected

The change from ToolCall2 to ToolCallV2 has been implemented in some parts of the codebase, but there are still occurrences of ToolCall (without the "V2" suffix) in other files. This inconsistency may lead to compatibility issues or unexpected behavior. Please address the following:

  • Review all files containing ToolCall to ensure consistent usage of ToolCallV2.
  • Update any remaining instances of ToolCall to ToolCallV2 if they are part of the same API or model.
  • Check if any custom logic or handlers need to be updated to work with the new ToolCallV2 type.

Files to review include, but are not limited to:

  • src/libs/Cohere/Generated/Cohere.Models.ChatMessage.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.ChatToolCallsGenerationEventVariant2.g.cs
  • src/libs/Cohere/Generated/Cohere.Models.NonStreamedChatResponse.g.cs

Ensure that all references to ToolCall are updated to ToolCallV2 if they are intended to use the new version.

Analysis chain

Verify the usage of the ToolCalls property across the codebase.

The change in the type of the ToolCalls property from IList<global::Cohere.ToolCall2>? to IList<global::Cohere.ToolCallV2>? is part of a larger refactoring effort to update the Cohere API. Ensure that all code that interacts with the ToolCalls property has been updated to use the new ToolCallV2 class to avoid runtime exceptions.

Run the following script to verify the usage of the ToolCalls property:

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify all usages of the `ToolCalls` property have been updated to use the new `ToolCallV2` class.

# Test: Search for the property usage. Expect: Only occurrences of the new type `IList<global::Cohere.ToolCallV2>?`.
rg --type cs -A 5 $'ToolCalls'

Length of output: 66604

@@ -21,7 +21,7 @@ public sealed partial class AssistantMessage
///
/// </summary>
[global::System.Text.Json.Serialization.JsonPropertyName("tool_calls")]
public global::System.Collections.Generic.IList<global::Cohere.ToolCall2>? ToolCalls { get; set; }
public global::System.Collections.Generic.IList<global::Cohere.ToolCallV2>? ToolCalls { get; set; }
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Tip

Codebase Verification

Inconsistent usage of ToolCall and ToolCallV2 detected

The verification process has revealed an inconsistency in the usage of ToolCall and ToolCallV2 across the codebase. While some classes (e.g., AssistantMessage and AssistantMessageResponse) use ToolCallV2, others (e.g., ChatMessage and NonStreamedChatResponse) still use ToolCall without the V2 suffix.

Action items:

  • Review the codebase to determine if the coexistence of both ToolCall and ToolCallV2 is intentional.
  • If not intentional, update remaining ToolCall instances to ToolCallV2 for consistency.
  • If intentional, document the reason for maintaining two versions to prevent confusion and potential issues in the future.
  • Ensure that the different versions are not used interchangeably in a way that could lead to unexpected behavior.
Analysis chain

Verify the property type change in the codebase.

The change in the type of the ToolCalls property from IList<global::Cohere.ToolCall2>? to IList<global::Cohere.ToolCallV2>? is approved. However, ensure that all code that interacts with the AssistantMessage class and the ToolCalls property has been updated to use the new type.

Run the following script to verify the property usage:


To further verify the property type change and ensure consistency across the codebase, we need to perform additional searches. Let's run the following scripts:


To complete our verification, we need to re-run the search for ToolCall (without V2) with a corrected command. Let's execute the following script:

Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify all usages of the `ToolCalls` property match the new type.

# Test: Search for the property usage. Expect: Only occurrences of the new type.
rg --type cs -A 5 $'ToolCalls'

Length of output: 66604


Script:

#!/bin/bash
# Search for any remaining instances of ToolCall2
echo "Searching for ToolCall2:"
rg --type cs 'ToolCall2'

# Search for instances of ToolCall (without V2)
echo "Searching for ToolCall (without V2):"
rg --type cs '\bToolCall\b' -v 'ToolCallV2'

# Search for ToolCallV2 to confirm its usage
echo "Searching for ToolCallV2:"
rg --type cs 'ToolCallV2'

Length of output: 4659


Script:

#!/bin/bash
# Search for instances of ToolCall (without V2)
echo "Searching for ToolCall (without V2):"
rg --type cs '\bToolCall\b' | grep -v 'ToolCallV2'

Length of output: 1841

Comment on lines +28 to +31
/// A list of document objects or strings to rerank.<br/>
/// If a document is provided the text fields is required and all other fields will be preserved in the response.<br/>
/// The total max chunks (length of documents * max_chunks_per_doc) must be less than 10000.<br/>
/// We recommend a maximum of 1,000 documents for optimal endpoint performance.
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Correct grammatical error in documentation comment.

In the summary for the Documents property, there's a grammatical error:

  • Current: "If a document is provided the text fields is required..."
  • Suggested: "If a document is provided, the text field is required..."

/// <param name="xClientName"></param>
/// <param name="request"></param>
/// <param name="cancellationToken">The token to cancel the operation with</param>
/// <exception cref="global::System.InvalidOperationException"></exception>
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Provide descriptions for exception documentation.

The <exception> tags for InvalidOperationException lack descriptions explaining under what conditions this exception is thrown. Providing detailed exception documentation helps developers understand and handle exceptions appropriately.

Please update the exception documentation to include descriptions. For example:

-/// <exception cref="global::System.InvalidOperationException"></exception>
+/// <exception cref="global::System.InvalidOperationException">Thrown when the API operation is invalid or cannot be completed.</exception>

Also applies to: 53-53

Comment on lines +41 to +42
/// If a JSON object is provided, you can specify which keys you would like to have considered for reranking. The model will rerank based on order of the fields passed in (i.e. rank_fields=['title','author','text'] will rerank using the values in title, author, text sequentially. If the length of title, author, and text exceeds the context length of the model, the chunking will not re-consider earlier fields). If not provided, the model will use the default text field for ranking.
/// </param>
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Ensure consistency in parameter naming within documentation.

In the rankFields parameter documentation, the example uses rank_fields, but the parameter is named rankFields. For consistency and to prevent confusion, consider using the correct parameter name in the example.

Apply this diff to correct the parameter name in the documentation:

-/// ...(i.e. rank_fields=['title','author','text'] will rerank using the values in title, author, text sequentially...
+/// ...(i.e. rankFields=['title','author','text'] will rerank using the values in title, author, text sequentially...
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
/// If a JSON object is provided, you can specify which keys you would like to have considered for reranking. The model will rerank based on order of the fields passed in (i.e. rank_fields=['title','author','text'] will rerank using the values in title, author, text sequentially. If the length of title, author, and text exceeds the context length of the model, the chunking will not re-consider earlier fields). If not provided, the model will use the default text field for ranking.
/// </param>
/// If a JSON object is provided, you can specify which keys you would like to have considered for reranking. The model will rerank based on order of the fields passed in (i.e. rankFields=['title','author','text'] will rerank using the values in title, author, text sequentially. If the length of title, author, and text exceeds the context length of the model, the chunking will not re-consider earlier fields). If not provided, the model will use the default text field for ranking.
/// </param>

string? xClientName = default,
global::System.Collections.Generic.IList<string>? texts = default,
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Potential NullReferenceException if 'texts' parameter is null

In the method signature (line 155), texts is an optional parameter that defaults to null. When constructing the Embedv2Request object (line 163), Texts is assigned texts without a null check. If texts is null, this could lead to a NullReferenceException when the request is processed.

Suggestion:

Add a null check for texts to ensure it is not null before assigning it to Embedv2Request.Texts.

Option 1: Throw an exception if texts is null:

if (texts == null)
{
    throw new ArgumentNullException(nameof(texts), "'texts' parameter cannot be null.");
}

Option 2: Provide a default empty list when texts is null:

-    Texts = texts,
+    Texts = texts ?? new List<string>(),

Also applies to: 163-163

Comment on lines +128 to +135
/// <param name="inputType">
/// Specifies the type of input passed to the model. Required for embedding models v3 and higher.<br/>
/// - `"search_document"`: Used for embeddings stored in a vector database for search use-cases.<br/>
/// - `"search_query"`: Used for embeddings of search queries run against a vector DB to find relevant documents.<br/>
/// - `"classification"`: Used for embeddings passed through a text classifier.<br/>
/// - `"clustering"`: Used for the embeddings run through a clustering algorithm.<br/>
/// - `"image"`: Used for embeddings with image input.
/// </param>
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Validation needed for 'inputType' when using v3 or higher models

The documentation (lines 128-135) specifies that inputType is required for embedding models v3 and higher. However, inputType is an optional parameter in the method signature (line 156), and there's no validation to enforce this requirement. This might cause runtime errors if a v3 model is used without specifying inputType.

Suggestion:

Add validation to ensure that when a v3 or higher model is specified, inputType is not null:

if ((model.StartsWith("embed-english-v3") || model.StartsWith("embed-multilingual-v3")) && inputType == null)
{
    throw new ArgumentException("'inputType' is required when using embedding models v3 and higher.", nameof(inputType));
}

Also applies to: 156-156

items:
oneOf:
- type: string
- $ref: '#/components/schemas/RerankDocument'
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Typo in documents field description: 'fields' should be 'field'

In the description of the documents property, there's a typo: "If a document is provided the text fields is required" should be "the text field is required".

Apply this diff to fix the typo:

                    documents:
                      type: array
                      items:
                        oneOf:
                          - type: string
                          - $ref: '#/components/schemas/RerankDocument'
-                     description: "A list of document objects or strings to rerank.\nIf a document is provided the text fields is required and all other fields will be preserved in the response.\n\nThe total max chunks (length of documents * max_chunks_per_doc) must be less than 10000.\n\nWe recommend a maximum of 1,000 documents for optimal endpoint performance."
+                     description: "A list of document objects or strings to rerank.\nIf a document is provided the text field is required and all other fields will be preserved in the response.\n\nThe total max chunks (length of documents * max_chunks_per_doc) must be less than 10000.\n\nWe recommend a maximum of 1,000 documents for optimal endpoint performance."

Committable suggestion was skipped due to low confidence.

Comment on lines +3715 to +3719
embedding_types:
type: array
items:
$ref: '#/components/schemas/EmbeddingType'
description: "Specifies the types of embeddings you want to get back. Not required and default is None, which returns the Embed Floats response type. Can be one or more of the following types.\n\n* `\"float\"`: Use this when you want to get back the default float embeddings. Valid for all models.\n* `\"int8\"`: Use this when you want to get back signed int8 embeddings. Valid for only v3 models.\n* `\"uint8\"`: Use this when you want to get back unsigned int8 embeddings. Valid for only v3 models.\n* `\"binary\"`: Use this when you want to get back signed binary embeddings. Valid for only v3 models.\n* `\"ubinary\"`: Use this when you want to get back unsigned binary embeddings. Valid for only v3 models."
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Specify default value for embedding_types property

The embedding_types property's description mentions that the default is None, but the default is not specified in the schema. To improve clarity and ensure consistency, consider adding default: null to explicitly indicate the default value.

Apply this diff to specify the default value:

                    embedding_types:
                      type: array
                      items:
                        $ref: '#/components/schemas/EmbeddingType'
+                     default: null
                      description: "Specifies the types of embeddings you want to get back. Not required and default is None, which returns the Embed Floats response type. Can be one or more of the following types.\n\n* `\"float\"`: Use this when you want to get back the default float embeddings. Valid for all models.\n* `\"int8\"`: Use this when you want to get back signed int8 embeddings. Valid for only v3 models.\n* `\"uint8\"`: Use this when you want to get back unsigned int8 embeddings. Valid for only v3 models.\n* `\"binary\"`: Use this when you want to get back signed binary embeddings. Valid for only v3 models.\n* `\"ubinary\"`: Use this when you want to get back unsigned binary embeddings. Valid for only v3 models."
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
embedding_types:
type: array
items:
$ref: '#/components/schemas/EmbeddingType'
description: "Specifies the types of embeddings you want to get back. Not required and default is None, which returns the Embed Floats response type. Can be one or more of the following types.\n\n* `\"float\"`: Use this when you want to get back the default float embeddings. Valid for all models.\n* `\"int8\"`: Use this when you want to get back signed int8 embeddings. Valid for only v3 models.\n* `\"uint8\"`: Use this when you want to get back unsigned int8 embeddings. Valid for only v3 models.\n* `\"binary\"`: Use this when you want to get back signed binary embeddings. Valid for only v3 models.\n* `\"ubinary\"`: Use this when you want to get back unsigned binary embeddings. Valid for only v3 models."
embedding_types:
type: array
items:
$ref: '#/components/schemas/EmbeddingType'
default: null
description: "Specifies the types of embeddings you want to get back. Not required and default is None, which returns the Embed Floats response type. Can be one or more of the following types.\n\n* `\"float\"`: Use this when you want to get back the default float embeddings. Valid for all models.\n* `\"int8\"`: Use this when you want to get back signed int8 embeddings. Valid for only v3 models.\n* `\"uint8\"`: Use this when you want to get back unsigned int8 embeddings. Valid for only v3 models.\n* `\"binary\"`: Use this when you want to get back signed binary embeddings. Valid for only v3 models.\n* `\"ubinary\"`: Use this when you want to get back unsigned binary embeddings. Valid for only v3 models."

@@ -91,7 +91,7 @@ partial void ProcessChatv2ResponseContent(
}

return
global::System.Text.Json.JsonSerializer.Deserialize(__content, typeof(global::Cohere.OneOf<global::Cohere.NonStreamedChatResponse2, global::Cohere.StreamedChatResponse2?>?), JsonSerializerContext) as global::Cohere.OneOf<global::Cohere.NonStreamedChatResponse2, global::Cohere.StreamedChatResponse2?>? ??
global::System.Text.Json.JsonSerializer.Deserialize(__content, typeof(global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>?), JsonSerializerContext) as global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>? ??
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Handle deserialization failures without exposing sensitive data

Including the raw response content in exception messages may lead to sensitive data exposure. It's advisable to avoid logging or throwing exceptions with potentially sensitive information.

Apply this diff to adjust the exception handling:

 return
     global::System.Text.Json.JsonSerializer.Deserialize(__content, typeof(global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>?), JsonSerializerContext) as global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>? ??
-    throw new global::System.InvalidOperationException($"Response deserialization failed for \"{__content}\" ");
+    throw new global::System.InvalidOperationException("Response deserialization failed.");
Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
global::System.Text.Json.JsonSerializer.Deserialize(__content, typeof(global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>?), JsonSerializerContext) as global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>? ??
global::System.Text.Json.JsonSerializer.Deserialize(__content, typeof(global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>?), JsonSerializerContext) as global::Cohere.OneOf<global::Cohere.ChatResponse, global::Cohere.StreamedChatResponseV2?>? ??
throw new global::System.InvalidOperationException("Response deserialization failed.");

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