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An Application Framework for AI Engineering

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**Bug description** Why is the system message the second to last message, not the first? This arrangement yields notably distinct effects from the large language model compared to when the...

This bug was already raised by this ticket - https://github.com/spring-projects/spring-ai/issues/2159, but seems closed without any comment on how its resolved. Hence creating this new issue with a hope of getting...

Please do a quick search on GitHub issues first, the feature you are about to request might have already been requested. **Expected Behavior** Allow to store chat memory in non...

New Google API SDK is available as of two weeks ago - https://github.com/googleapis/java-genai which does support use of API keys. Note, that this is the new direction for google apis...

model client
gcp

I want to implement the openai interface in springai for editing functionality. But I didn't find any relevant documentation. For example: https://platform.openai.com/docs/api-reference/images/createEdit 我想要在springai中实现openai接口进行编辑功能。 但是我没有找到相关文档。 例如:https://platform.openai.com/docs/api-reference/images/createEdit

Hi Team, First of all thank you so much for your effort on creating this Spring AI module. I am currently exploring Structured output entity feature to get the structured...

I have prepared an MCP Server and am about to get the X-Key from the HTTP request header. However, when developing the MCP Client with SpringBoot, I don’t know how...

MCP

**Bug description** As defined below, `executeToolCalls(Prompt prompt, ChatResponse chatResponse)` in Spring AI requires `prompt` to get `Options` configuration as the context to get tool definition, prepare ToolContext, etc. But if...

NOTE: This is a rebased version of the original https://github.com/spring-projects/spring-ai/pull/1413 PR by @Claudio-code. @Claudio-code is this the original author for this PR: Implements Anthropic's prompt caching feature to improve token...

anthropic

When defining a tool that takes an object (in my case, defined by a data class) as a parameter, the @ToolParam description is not included in the resulting JSON schema....