Enhance OpenSearchVectorStore #987
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…archVectorStoreOptions. Signed-off-by: Jemin Huh <[email protected]>
… both exact and approximate k-NN. Signed-off-by: Jemin Huh <[email protected]>
Signed-off-by: Jemin Huh <[email protected]>
Signed-off-by: Jemin Huh <[email protected]>
Add line break in Function Calling chapter
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Thank you @JM-Lab , |
- Enable Authentication using OpenAI API key - Use TokenCredential for authorization if provided by the user - Add the spring.ai.azure.openai.openai-api-key for auth with OpenAI service - Update Azure Chat and Embedding docs - Add integration tests for OpenAI connection Resolves spring-projects#260
There is a parameter missing. Would avoid confusion
* Add comments in OpenAiAudioSpeechModel like OpenAiChatModel * Remove duplicated word in OpenAiAudioSpeechOptions AudioResponseFormat comment
Co-authored-by: Alex Klymenko <[email protected]>
- add StreamEven API domain model for reliably parsing stream events. - add StreamHelper#mergeToolUseEvents to aggregate partial tool use jsons into a list of ContentBlocks. - add StreamHelper#eventToChatCompletionResponse to convert Flux<StreamEvents> into Flux<ChatCompletionResponse>. - Rename MediaContent -> ContentBlock, RequestMessage -> AnthropicMessage, ChatCompletion -> ChatCompletionResponse. - Improve tests and docs.
- Add comment in MessageType for readability
Signed-off-by: Jemin Huh <[email protected]>
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@tzolov Thanks for the feedback! |
In testing the docker mongodb/atlas container doesn't throw an exception when
calling `mongoTemplate.executeCommand({"createSearchIndexes": ...});`. However,
when using the Atlas service it does and throws a `IndexAlreadyExists` exception.
Added error handling for error code 68 or error code name `IndexAlreadyExists`.
See: https://www.mongodb.com/docs/manual/reference/error-codes/
Fixes spring-projects#910
- Breaking changes: Classes from the org.springframework.ai.openai.metadata.audio.transcription package have been moved to the org.springframework.ai.audio.transcription package. - The AzureOpenAiAudioTranscriptionModel has been added to the auto-configuration. - The spring.ai.azure.openai.audio.transcription prefix was introduced for properties. - Introduces options properties which cover all of them (see: AzureOpenAiAudioTranscriptionOptions). - fix missing MutableResponseMetadata - add docs - adjust code to updated ResponseMetadata design - add test to AzureOpenAiAutoConfiguration - add missing AzureOpenAiAudioTranscriptionModel tests
The Lambda functions do not retain the type information, so we need to provide the input type explicitly. Resolves spring-projects#1052 Co-authored-by: liuzhifei <[email protected]>
Signed-off-by: Thomas Vitale <[email protected]>
Signed-off-by: Thomas Vitale <[email protected]>
* Updated docs * Minor code cleanup
- extend the OllamaApi with Tool, ToolCalls and Function and add Tool Role. - make OllamaChatModel extend the AbstractToolCallSupport. - extend the OllamaChatModel to convert the Spring AI messages to OllamaApi messages, including Tools. - OllamaOptions implements FunctionCallingOptions. - add OllamaApiToolFunctionCallIT for testing function calling. - patch the AbstractToolCallSupport#isToolCall to take set of stop resons. - add FunctionCallbackInPromptIT and FunctionCallbackWrapperIT function calling auto-configuration tests. - extend OllamAutoConfiguration to support function calling registration. - add function call tests to OllamChatAutoConfigurationIT. - add OllamaWithOpenAiChatModelIT to OpenAi that uses the OpenAI API to call Ollama. - move buildToolCallConversation and handleToolCalls to parent AbstractToolCallSupport. - update Docs. add Ollama function call docs. - update Ollama diagrams. Resolves spring-projects#720
…jects#1026) org.bson.Documents have been the preferred document structure since the 3.0 release of the mongo-java-driver
- Extract Method - Replace explicit instanceof checks and casting with pattern matching - Change var to explicit type
- factor out the common funciton calling logic form AnthropicChatModel to the AbstractToolCallSupport. - improve the AbstractToolCallSupport isToolCall to handle OpenAi and Anthropic. - fix an issue with the function calling streaming aggreagation leading to lost usage statistics. - small code improvements for OpenAiChatModel.
…archVectorStoreOptions. Signed-off-by: Jemin Huh <[email protected]>
… both exact and approximate k-NN. Signed-off-by: Jemin Huh <[email protected]>
Signed-off-by: Jemin Huh <[email protected]>
Signed-off-by: Jemin Huh <[email protected]>
Signed-off-by: Jemin Huh <[email protected]>
…M-Lab/spring-ai into enhance-opensearch-vectorstore # Conflicts: # spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/vectorstore/opensearch/OpenSearchVectorStoreProperties.java # vector-stores/spring-ai-opensearch-store/src/main/java/org/springframework/ai/vectorstore/OpenSearchVectorStore.java # vector-stores/spring-ai-opensearch-store/src/test/java/org/springframework/ai/vectorstore/OpenSearchVectorStoreIT.java
Signed-off-by: Jemin Huh <[email protected]>
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Hi @tzolov, @sobychacko, This branch is too outdated, and while rebasing with the main branch, it got tangled. I have created a new pull request to start fresh from the squashed branch: #1121. Therefore, I am closing this pull request. Review the new pull request. Thank you. |
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These changes enable support for both Exact k-NN and Approximate k-NN searches in OpenSearch. The code was updated and refactored to include this new functionality, as it previously only supported Exact k-NN.