feat: OpenSearch. added image search by text and image similarity. added integration tests #197
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remove legacy Bedrock anthropic.claude-v1 model
…sKey. updated provider docs
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Warning Rate Limit Exceeded@HavenDV has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait 22 minutes and 29 seconds before requesting another review. How to resolve this issue?After the wait time has elapsed, a review can be triggered using the We recommend that you space out your commits to avoid hitting the rate limit. How do rate limits work?CodeRabbit enforces hourly rate limits for each developer per organization. WalkthroughThe recent updates enhance OpenSearch with image and document indexing and querying capabilities. A new utility simplifies converting file paths to binary data, boosting content management efficiency and enabling versatile search operations for textual and visual data. Changes
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Actionable comments posted: 8
Review Status
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Files selected for processing (19)
- src/Databases/OpenSearch/src/OpenSearchVectorStore.cs (2 hunks)
- src/Databases/OpenSearch/src/OpenSearchVectorStoreOptions.cs (1 hunks)
- src/Databases/OpenSearch/test/OpenSearchTests.cs (5 hunks)
- src/Directory.Packages.props (1 hunks)
- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/BedrockModelRequest.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/AmazonTitanChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/AnthropicClaude3ChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/AnthropicClaudeChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/CohereCommandChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/MetaLlama2ChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Chat/MistralInstructChatModel.cs (1 hunks)
- src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanEmbeddingModel.cs (3 hunks)
- src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanImageEmbeddingModel.cs (3 hunks)
- src/Providers/Amazon.Bedrock/src/Embedding/BedrockEmbeddingSettings.cs (1 hunks)
- src/Providers/Amazon.Bedrock/test/BedrockTests.cs (3 hunks)
- src/Sources/Abstractions/src/EnumerableExtensions.cs (2 hunks)
- src/Sources/Abstractions/src/LangChain.Sources.Abstractions.csproj (1 hunks)
- usingBedrock.md (1 hunks)
Additional comments not posted (20)
src/Databases/OpenSearch/src/OpenSearchVectorStoreOptions.cs (1)
9-9: Consider adding documentation for theDimensionsproperty to explain its purpose and usage.src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs (1)
6-11: > 📝 NOTEThis review was outside the diff hunks and was mapped to the diff hunk with the greatest overlap. Original lines [1-13]
Ensure all implementations of
IEmbeddingModelare updated to reflect the removal ofMaximumInputLength.src/Providers/Amazon.Bedrock/src/BedrockModelRequest.cs (1)
7-7: Ensure all references toBedrockModelStreamRequestand itsCreatemethod are updated toBedrockModelRequestandCreateStreamRequest, respectively.Verification successful
The search did not find any occurrences of 'BedrockModelStreamRequest', indicating that references to the old class name have likely been updated. The results for 'Create(' appear to be unrelated to the specific method renaming in question, suggesting that the search was too broad. Based on this, it seems the specific concern of updating references to 'BedrockModelStreamRequest' and its 'Create' method has been addressed.
Scripts Executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Search for old class and method names to ensure they've been updated. rg 'BedrockModelStreamRequest' || rg 'Create('Length of output: 110
Script:
#!/bin/bash # Corrected search for old class and method names to ensure they've been updated. rg 'BedrockModelStreamRequest' || rg 'Create\('Length of output: 1261
src/Sources/Abstractions/src/LangChain.Sources.Abstractions.csproj (1)
18-19: Package references added. Ensure their functionalities are utilized appropriately in the codebase.Verification successful
The search results confirm the usage of
Microsoft.AspNetCore.StaticFileswithin the codebase, specifically in the fileEnumerableExtensions.cs. However, there is no output related toSystem.Memory.Data, indicating that its usage within the codebase might not be evident from the search results provided. Given this information, it's clear thatMicrosoft.AspNetCore.StaticFilesis indeed utilized, but further investigation is required to ascertain the usage ofSystem.Memory.Data.To proceed, I will generate a script to search for any potential indirect references or usage patterns related to
System.Memory.Datathat might not be captured by a direct string search. This could include looking for specific classes or methods from the package that might be used in the code.
The search results clearly demonstrate the usage of
System.Memory.Datathrough theBinaryDataclass across various parts of the codebase, including tests, examples, provider abstractions, and core functionalities. This confirms that bothMicrosoft.AspNetCore.StaticFilesandSystem.Memory.Dataare indeed utilized within the codebase, aligning with the purpose of their inclusion as indicated by the package references.Given this evidence, the addition of these package references is justified by their active use in the project. Therefore, the initial review comment is supported by the findings from the executed scripts.
Scripts Executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Verify the usage of newly added packages in the codebase. rg 'Microsoft.AspNetCore.StaticFiles' || rg 'System.Memory.Data'Length of output: 378
Script:
#!/bin/bash # Search for indirect usage patterns of System.Memory.Data, such as BinaryData rg 'BinaryData'Length of output: 1986
src/Sources/Abstractions/src/EnumerableExtensions.cs (1)
32-47: Consider adding a file size check before reading files inToBinaryDatato prevent memory issues with large files.src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanEmbeddingModel.cs (1)
18-42: > 📝 NOTEThis review was outside the diff hunks and was mapped to the diff hunk with the greatest overlap. Original lines [22-59]
Ensure the calculated settings in
CreateEmbeddingsAsyncare validated to prevent invalid configurations.src/Providers/Amazon.Bedrock/src/Embedding/BedrockEmbeddingSettings.cs (1)
4-56: Consider providing more specific error messages in theCalculatemethod ofBedrockEmbeddingSettingsfor better user experience.src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanImageEmbeddingModel.cs (1)
58-73: Document the behavior of processing only the first image in theCreateBodyJsonmethod for clarity.src/Providers/Amazon.Bedrock/src/Chat/MetaLlama2ChatModel.cs (1)
38-38: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestaligns with PR objectives.src/Providers/Amazon.Bedrock/src/Chat/CohereCommandChatModel.cs (1)
38-38: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestaligns with PR objectives.src/Providers/Amazon.Bedrock/src/Chat/MistralInstructChatModel.cs (1)
38-38: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestaligns with PR objectives.src/Providers/Amazon.Bedrock/src/Chat/AnthropicClaudeChatModel.cs (1)
38-39: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestand the return type change align with PR objectives.src/Providers/Amazon.Bedrock/src/Chat/AmazonTitanChatModel.cs (1)
38-38: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestaligns with PR objectives.src/Providers/Amazon.Bedrock/src/Chat/AnthropicClaude3ChatModel.cs (1)
38-38: Updated method call fromBedrockModelStreamRequest.CreatetoBedrockModelRequest.CreateStreamRequestaligns with PR objectives.src/Directory.Packages.props (1)
33-33: Added package reference to "Microsoft.AspNetCore.StaticFiles" version "2.2.0" aligns with PR objectives.src/Databases/OpenSearch/src/OpenSearchVectorStore.cs (1)
196-196: LGTM! Dynamic setting of KNN vector dimension inCreateIndex.The dynamic setting of the KNN vector dimension based on
options.Dimensionsis correctly implemented and aligns with the PR objectives.src/Databases/OpenSearch/test/OpenSearchTests.cs (2)
146-175: Verify consistency in test setup and teardown.Ensure that the
setup_document_testsmethod and other test setup methods maintain consistency in how test environments are configured and cleaned up. This includes verifying that indices are correctly created and deleted to prevent test environment pollution.
57-139: Enhance test coverage for image functionalities.Consider enhancing the test coverage for image functionalities to include more diverse scenarios, such as handling invalid image formats or empty responses. Additionally, ensure that exceptions are properly handled and logged to facilitate debugging.
src/Providers/Amazon.Bedrock/test/BedrockTests.cs (2)
120-121: Ensure proper integration of new models.Verify that the new models, such as
Claude3HaikuModelandTitanEmbedImageV1Model, are properly integrated and tested within theBedrockTests.csfile. This includes ensuring that the models are correctly instantiated and that their functionalities are fully utilized in the tests.
248-255: Validate theClaudeImageToTexttest functionality.Ensure that the
ClaudeImageToTexttest accurately reflects the capabilities of theClaude3HaikuModeland that the modified message content is appropriate for the test scenario. This includes verifying that the test covers relevant scenarios and properly handles exceptions.
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Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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- usingBedrock.md (1 hunks)
Additional comments not posted (6)
usingBedrock.md (6)
2-2: Correct the spelling of "serveral" to "several".
2-2: Change "way" to "ways" to correct the grammatical number.
2-2: Consider adding a comma after "ways" for better readability.
2-2: Use "an" instead of "a" before "AWS Profile".
53-53: Replace "you're" with "your" to correct the possessive form.
61-61: Use "an" instead of "a" before "AWS Access Key ID".
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- usingBedrock.md (1 hunks)
Additional comments not posted (1)
usingBedrock.md (1)
68-69: Consider adding content or instructions on how to use Amazon Bedrock LLMs, or clarify if this section is a placeholder for future updates.
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src/Sources/Abstractions/src/LangChain.Sources.Abstractions.csproj
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Actionable comments posted: 6
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Files selected for processing (3)
- src/Databases/OpenSearch/test/OpenSearchTests.cs (5 hunks)
- src/Sources/Abstractions/src/EnumerableExtensions.cs (2 hunks)
- src/Sources/Abstractions/src/LangChain.Sources.Abstractions.csproj (1 hunks)
Files skipped from review as they are similar to previous changes (2)
- src/Sources/Abstractions/src/EnumerableExtensions.cs
- src/Sources/Abstractions/src/LangChain.Sources.Abstractions.csproj
Additional comments not posted (1)
src/Databases/OpenSearch/test/OpenSearchTests.cs (1)
118-141: Consider externalizing the hardcoded prompt text for better maintainability and flexibility. Also, ensure that the chain of operations is correctly handling errors and edge cases.
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- src/Databases/OpenSearch/test/OpenSearchTests.cs (5 hunks)
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src/Databases/OpenSearch/test/OpenSearchTests.cs (2)
2-2: Consider organizing imports to maintain code cleanliness.
22-22: Introduction of_embeddingsfield enhances modularity by allowing reuse across tests.
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs (1 hunks)
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs (1 hunks)
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs (1 hunks)
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- src/Providers/Abstractions/src/Embedding/IEmbeddingModel.cs
src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanEmbeddingModel.cs
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src/Providers/Amazon.Bedrock/src/Embedding/AmazonTitanImageEmbeddingModel.cs
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Summary by CodeRabbit
New Features
Enhancements
Refactor
Documentation
Dependencies