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docs/release_notes.md

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### 🔧 Compatibility Notes
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- The **Spring AI** version has been increased from `1.0.0-M6` to the GA release `1.0.0`.
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- The `OrchestrationChatOptions` have been, replacing all references to `FunctionCallback` with `ToolCallback`.
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- Please follow the [official Spring AI upgrade guide](https://docs.spring.io/spring-ai/reference/upgrade-notes.html#upgrading-to-1-0-0-RC1) for further details.
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- The `@Beta` annotations on all classes related to Spring AI have been removed.
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- [Orchestration] The `completion` api have been moved to the latest version `/v2/completions`
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- `LLMModuleConfig` is replaced by `LLMModelDetails` in `withLLmConfig` method of `OrchestrationModuleConfig` class.
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- `PromptTemplatingModuleConfigPrompt` replaces `TemplatingModuleConfig` in the `withTemplateConfig` method of `OrchestrationModuleConfig` class.
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- The generated model classes will reflect payload updates including restructuring of the module configurations and renaming of several fields.
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- [Document Grounding] Breaking: The `message` field in `RetrievalPerFilterSearchResultWithError` is replaced by `error` and `filterId` with more specific error details.
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- [Document Grounding] Extensive generated model class renaming for better specificity due to API spec changes.
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- `SearchResults``VectorSearchResults`
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- `KeyValueListPair` split into context-specific classes:
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- `VectorKeyValueListPair` for vector operations
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- `RetrievalKeyValueListPair` for retrieval operations
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- `VectorDocumentKeyValueListPair` for vector document operations
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- `RetrievalDocumentKeyValueListPair` for retrieval document operations
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- `Chunk``VectorChunk` and `RetrievalChunk` for different contexts
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- `SearchFilter``VectorSearchFilter` and `RetrievalSearchFilter`
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- `SearchConfiguration``VectorSearchConfiguration` and `RetrievalSearchConfiguration`
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### ✨ New Functionality
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- [Core] Added `ClientExceptionFactory` interface to provide custom exception mapping logic for different service clients.
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- Extend `OpenAiClientException` and `OrchestrationClientException` to retrieve error diagnostics information received from remote service using `getErrorResponse`.
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- [Orchestration] Introduced filtering related exceptions along with convenience methods to obtain additional contextual information.
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- `OrchestrationInputFilterException` for prompt filtering and `OrchestrationOutputFilterException` for response filtering.
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- `getFilterDetails()`: Returns a map of all filter details.
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- `getAzureContentSafetyInput()` and `getAzureContentSafetyInput()` : Returns Azure Content Safety filter scores
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- `getLlamaGuard38b()`: Returns LlamaGuard filter scores
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- [Document Grounding] Extend pipline operations, notably:
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- Added new pipeline creation requests for SDM and WorkZone with `SDMPipelineCreateRequest` and `WorkZonePipelineCreateRequest`.
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- S3 and SFTP pipeline configurations extended with `S3Configuration` and `SFTPConfiguration` for including data sources.
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- Support `/pipelines/trigger` endpoint to trigger pipelines on-demand via `PipelinesApi#manualTriggerPipeline()`.
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### 📈 Improvements
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- Update AI Core client to 2.40.1
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- [Document Grounding] Enhanced pipeline status reporting with additional metadata such as `createdAt`, `modifiedAt`, `lastCompletedAt`.
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### 🐛 Fixed Issues
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- OpenAi: Fix AssistantMessage Bug by now being able to send Assistant Messages using our API Client.
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