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An Application Framework for AI Engineering

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Env: ![Image](https://github.com/user-attachments/assets/38f69b24-e752-47ed-9cec-c048d487b1e7) When I configure the MCP client side using the Auto configuration, only List < McpClients > can find the bean and inject it; but SyncMcpToolCallbackProvider shows that the...

MCP

![Image](https://github.com/user-attachments/assets/e92ef91f-c878-4eb0-b1a5-a8598aa56551) ![Image](https://github.com/user-attachments/assets/3dc6b259-66e0-477e-bbb6-41954f3d0d46) There is no api in it: https://docs.spring.io/spring-ai/reference/api/retrieval-augmented-generation.html?spm=0.29160081.0.0.75c73b5bFc7Xpc

There is the issue #1271 to review but also that the new `o1` model has `temperature, top_p,and n` fixed at `1` while `presence_penalty and frequency_panalty` are fixed at `0`. Also,...

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` org.springframework.ai spring-ai-starter-vector-store-milvus 1.0.0-M7 `

![Image](https://github.com/user-attachments/assets/b90234a7-9ebd-40e0-8f30-2f3535afe8a2) MilvusSearchRequest,nativeExpression and MilvusSearchRequest.searchParamsJson use in the QuestionAnswerAdvisor is no effect ![Image](https://github.com/user-attachments/assets/152f98bd-795e-4cb8-a57c-afa0edc17f90) because the MilvusSearchRequest transform to common SearchRequest by SearchRequest.from() ,but use SearchRequest.from() method lose nativeExpression and searchParamsJson ![Image](https://github.com/user-attachments/assets/ea691e24-9f51-4aa6-b5a5-bd5e1b9bb626)

![Image](https://github.com/user-attachments/assets/b90234a7-9ebd-40e0-8f30-2f3535afe8a2) MilvusSearchRequest,nativeExpression and MilvusSearchRequest.searchParamsJson use in the QuestionAnswerAdvisor is no effect ![Image](https://github.com/user-attachments/assets/152f98bd-795e-4cb8-a57c-afa0edc17f90) because the MilvusSearchRequest transform to common SearchRequest by SearchRequest.from() ,but use SearchRequest.from() method lose nativeExpression and searchParamsJson ![Image](https://github.com/user-attachments/assets/ea691e24-9f51-4aa6-b5a5-bd5e1b9bb626)

Issue https://github.com/spring-projects/spring-ai/issues/1694 Added the possibility to configure the path in the anthropic client with its property: spring.ai.anthropic.completions-path=message-path

Anthropic module does not allow the user to set both: 1. spring.ai.anthropic.base-url (can be set) 2. spring.ai.anthropic.uri (can not be set, name can be changed) It hard-codes the URI to...

enhancement
configuration
anthropic

Related issue - https://github.com/spring-projects/spring-ai/issues/2870 Added a model to use the `Create image edit` API provided by OpenAI. https://platform.openai.com/docs/api-reference/images/createEdit

**Expected Behavior** Developers should be able to register multiple MCP servers on non-default paths, and these paths could be parametrized in a way similar to how it's done in normal...