Spring AI Limited Extensibility in ChatMemoryRepository Design

Issue Title: Limited Extensibility in ChatMemoryRepository DesignDescription:In the latest Spring AI 1.0.0 release, the ...

Spring AI How to dynamically create and update tools on the server-side of the MCP server implemented, instead of just writing the tool method through tool annotations

Please do a quick search on GitHub issues first, the feature you are about to request might have already been requested....

Spring AI Improve heuristics and strategy for handling duplicate tool names

See discussion on https://github.com/spring-projects/spring-ai/pull/4338Comment From: colommar@markpollack hi!So what is...

Spring AI Unable to Add Custom Field ("thinking") to OpenAI/Doubao Request in SpringAI 1.0.1

Problem DescriptionI am using SpringAI 1.0.1 to call a third-party OpenAI/Doubao model.I want to add a custom field to t...

Spring AI Support for adding custom request options (e.g. thinking parameter for Doubao model)

DescriptionHi Spring AI team,I am integrating Doubao (Volcengine) models via their OpenAI-compatible endpoint.The API ac...

Spring AI Low Black Duck "Security Confidence Index"

I'm trying to get Spring AI approved for use at my dayjob employer, but as it stands, the request is being rejected due ...

Spring AI AWS Bedrock, Increased Latency with Large Requests Exceeds Default Timeouts

Expected BehaviorWhen submitting large requests to Amazon Bedrock or when reading large responses, or when Amazon Bedroc...

Spring AI 1.0.1版本命中无参工具报“toolInput cannot be null or empty”错误

时间工具:报错信息:java.lang.IllegalArgumentException: toolInput cannot be null or empty at org.springframework.util.Asser...

Spring AI Custom Advisor cannot obtain token consumption quantity

I wanted to obtain the number of tokens consumed for calling the large model, so I customized the Advisor, but it didn't...

Spring AI Model Tool Calls not persisted in chat memory

Bug descriptionWhen adding a MessageChatMemoryAdvisor to my chat client. I would expect it to persist all messages, incl...

Spring AI Rerank Model Support Plan

Expected Behavior- q1:Now supports chat model, embedding model, based on project requirements. Could you please ask when...

Spring AI Enforce Maven build failure when a Java preview feature is used

As a contributor using primarily Java 21 on a daily basis, I would like the Maven build to fail if a preview feature fro...

Spring AI equals,hashCode,toString auto-generate template

I noticed that when using IntelliJ IDEA to auto-generate equals(), hashCode(), and toString() methods in the Spring AI s...

Spring AI Enhance BeanOutputConverter to trim Preamble

Every so often I'll get responses from LLMs that look like this:I'll analyze and evaluate that for you. Here are the res...

Spring AI JTokkitTokenCountEstimator : Add Base64 support for more accurate binary data token estimation

Expected BehaviorThe JTokkitTokenCountEstimator should be improved to more accurately handle binary data (byte[]) within...

Spring AI ToolContext with MCP

Expected BehaviorEnable the use of ToolContext together with MCP.Current BehaviorI looked in the documentation but I did...

Spring AI Can custom parameters of the context be added in MCP? Similar to "ToolCalling - ToolContext"

Expected BehaviorMCP Server @Service public class MemberTool { @Tool(description = "Query the user's order&qu...

Spring AI tool call中能携带鉴权信息,然后在mcp服务中获取到吗

比如向llm提问类似于 我的...在mcp服务中目前不知道怎么获取“我”的userinfo,可能还需要进一步提问回答如果能在tool call中添加authentication 在mcp中能够获取到用户信息就能直接查询Comment Fro...

Spring AI Add Support for Anthropic Claude Models Available on Google Vertex Platform

Expected BehaviorI would like Spring AI to support the Anthropic Claude models available on the Google Vertex platform, ...

Spring AI Support for BeanOutputConverter with non-standard enum mapping

Expected BehaviorI'd like to see @JsonProperty style of enums with BeanOutputConverter - it'd be great to have an abilit...

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