24 Pull requests merged by 7 people

• test: Add comprehensive test coverage for PgVectorFilterExpressionConverter

  #3916 merged Aug 6, 2025

• test: Add comprehensive test coverage for MongoDBAtlasFilterExpressionConverter

  #3919 merged Aug 6, 2025

• Remove unused import

  #3921 merged Aug 6, 2025

• test: Add comprehensive test coverage for MilvusFilterExpressionConverter

  #3922 merged Aug 6, 2025

• test: Add comprehensive test coverage for PineconeFilterExpressionConverter

  #3932 merged Aug 6, 2025

• Bump postgresql JDBC driver from 42.7.5 to 42.7.7

  #3934 merged Aug 6, 2025

• test: Add additional test coverage for OpenSearchAiSearchFilterExpressionConverter

  #3950 merged Aug 6, 2025

• test: Add comprehensive test coverage for MariaDBFilterExpressionConverter

  #3943 merged Aug 6, 2025

• test: Add comprehensive test coverage for Neo4jVectorFilterExpressionConverter

  #3957 merged Aug 6, 2025

• test: Enhance OpenAiChatOptions test coverage

  #3959 merged Aug 6, 2025

• test: Enhance MistralAiChatOptions test coverage with comprehensive edge cases

  #3968 merged Aug 6, 2025

• test: Enhance AnthropicChatOptions test coverage

  #3973 merged Aug 6, 2025

• Use metadata instead of properties on UserMessage.

  #3980 merged Aug 5, 2025

• Use Optional to check null.

  #3976 merged Aug 5, 2025

• Polish empty check of UsageCalculator.

  #3977 merged Aug 5, 2025

• Lambda can be replaced with method reference

  #3978 merged Aug 5, 2025

• Replace instanceof check and cast with instanceof Foo foo

  #3979 merged Aug 5, 2025

• test: Enhance test cases for VectorStoreChatMemoryAdvisor builder

  #3985 merged Aug 5, 2025

• test: add comprehensive edge case tests for QdrantVectorStore.Builder

  #3986 merged Aug 5, 2025

• Upgrade io.modelcontextprotocol 0.11.0-SNAPSHOT -> 0.11.0

  #3990 merged Aug 5, 2025

• test: Add tests for MistralAiRuntimeHints

  #3987 merged Aug 5, 2025

• test: Enhanced test coverage for AnthropicRuntimeHintsTests

  #3992 merged Aug 5, 2025

• Fix bug in example code in documentation

  #3993 merged Aug 5, 2025

• deps: Update Protobuf Java 3.25.2 to 3.25.8 to fix CVE-2024-7254

  #3996 merged Aug 5, 2025

7 Pull requests opened by 6 people

• changes

  #3984 opened Aug 3, 2025

• feat: Add `metadata` support to `PromptUserSpec` and `PromptSystemSpec` in ChatClient

  #3989 opened Aug 4, 2025

• Autoconfigure MCP Client with and async HTTP request customizer

  #3994 opened Aug 4, 2025

• fix: GH-3998 Refactor the `ollamaChatRequest` method of `OllamaChatModel`

  #3999 opened Aug 5, 2025

• fix: When parameter "value" is json string, JsonParser should convert json string to Object directly.

  #4003 opened Aug 5, 2025

• docs: Update ChromaDB configuration details for Chroma Cloud support

  #4008 opened Aug 6, 2025

• GH-4010 Fixed the documentation and comments for MCP Client and MCP Server.

  #4011 opened Aug 6, 2025

8 Issues closed by 5 people

• Bump postgresql JDBC driver from 42.7.5 to 42.7.7

  #4006 closed Aug 6, 2025

• Use `metadata` instead of `properties` on UserMessage.

  #4005 closed Aug 5, 2025

• Add Thinking Config and Content Caching to the Google Gen AI Module

  #3849 closed Aug 5, 2025

• Support latest Google Unified SDK to access Google AI Embedding Models

  #3824 closed Aug 5, 2025

• spring-ai-core

  #3974 closed Aug 5, 2025

• Fix bug in example code in documentation

  #4004 closed Aug 5, 2025

• Support custom HTTP headers for MCP SSE transport

  #3948 closed Aug 5, 2025

• 使用deepseek-r1 不支持流式响应吗

  #3964 closed Aug 4, 2025

8 Issues opened by 7 people

• The documentation and comments for the MCP Client section contain errors.

  #4010 opened Aug 6, 2025

• Add refresh and caching mechanisms to MCP ToolCallbackProvider

  #4009 opened Aug 6, 2025

• duplicate issue: toolInput cannot be null or empty

  #4007 opened Aug 6, 2025

• tomcat can not shutdown

  #4002 opened Aug 5, 2025

• In the chat scenario of Spring AI 1.0.0 version, the streaming return of interpreted information needs to include the search source. How was this scenario implemented?

  #4001 opened Aug 5, 2025

• OllamaChatModel doesn't respect custom AbstractMessage's implementation

  #3998 opened Aug 4, 2025

• DeepSeekChatModel: role field sent as uppercase "USER", causes 422 error

  #3988 opened Aug 4, 2025

• MCP server Error state [CLOSE_CONNECTION_NOW] reported while processing request (SSE+HTTP)

  #3983 opened Aug 3, 2025

35 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• MCP server: Authentication lost in tool execution

  #2506 commented on Aug 3, 2025 • 0 new comments

• Feature Request: Support for OpenAI Batch API

  #3905 commented on Aug 3, 2025 • 0 new comments

• Auto-Configuration for Multiple Beans of the Same Type

  #3518 commented on Aug 3, 2025 • 0 new comments

• Add LiteLLM support

  #2734 commented on Aug 3, 2025 • 0 new comments

• How can I get the thinking content using a thinking model?

  #3954 commented on Aug 4, 2025 • 0 new comments

• 在响应的时候如何获取到记忆中的消息id

  #3967 commented on Aug 4, 2025 • 0 new comments

• spring-ai-autoconfigure-mcp-server什么时候支持WebFluxStreamableServer

  #3971 commented on Aug 4, 2025 • 0 new comments

• How can I capture or listen to the event when a tool is actually invoked? I would like to wrap some custom tags or markers before and after the tool execution.

  #3911 commented on Aug 4, 2025 • 0 new comments

• ChatModel streaming chat response data is too large.

  #3816 commented on Aug 4, 2025 • 0 new comments

• After migrating from milestones to stable, Observability stopped exposing input/output (null)

  #3401 commented on Aug 4, 2025 • 0 new comments

• Why does MCP sse client do not have heartbeat detection

  #2795 commented on Aug 4, 2025 • 0 new comments

• Add audio-related multimodal integration tests for the large model with the newly added audio input function.

  #3904 commented on Aug 5, 2025 • 0 new comments

• Incorrect Error handling when calling MCP tools

  #2857 commented on Aug 5, 2025 • 0 new comments

• MCP Server using STDIO - Attempting to user JSON RPC from Windows command line with partial success

  #3972 commented on Aug 5, 2025 • 0 new comments

• The cost of reading and writing data is a bit high for the ChatMemoryRepository API

  #3945 commented on Aug 5, 2025 • 0 new comments

• MistralAiChatModel returns an error if MessageChatMemoryAdvisor is used

  #2380 commented on Aug 5, 2025 • 0 new comments

• Spring AI MCP Streamable HTTP

  #3145 commented on Aug 5, 2025 • 0 new comments

• Convert TODOs in code to issues.

  #3091 commented on Aug 5, 2025 • 0 new comments

• Unstable MCP implementation for reactive webflux client (IntelliJ MCP not working)

  #3116 commented on Aug 5, 2025 • 0 new comments

• 1.0.0-RC1 + native image = scheduler cannot be null

  #3168 commented on Aug 5, 2025 • 0 new comments

• Allow Tool Calls that use returnDirect to return the result object without serialisation

  #3191 commented on Aug 5, 2025 • 0 new comments

• Why toolCallArguments cannot be null or empty?

  #3234 commented on Aug 6, 2025 • 0 new comments

• feat(redis): Add Redis-based semantic caching and chat memory implementations

  #2295 commented on Aug 3, 2025 • 0 new comments

• fix(redis): Implement ChatMemoryRepository interface and fix test connectivity

  #2991 commented on Aug 3, 2025 • 0 new comments

• ToolCallingChatOptions support internalToolExecutionMaxIterations, to limit the maximum number of tool calls and prevent infinite recursive calls to LLM in special cases

  #3380 commented on Aug 6, 2025 • 0 new comments

• OpenAI: support any path configuration

  #3452 commented on Aug 6, 2025 • 0 new comments

• McpSyncServer: set immediate execution when in a servlet context

  #3794 commented on Aug 4, 2025 • 0 new comments

• Add validation for Tool annotation names

  #3887 commented on Aug 6, 2025 • 0 new comments

• test: improve coverage `PgVectorEmbeddingDimensionsTests`

  #3907 commented on Aug 4, 2025 • 0 new comments

• feat: Added support for OpenAI's File API.

  #3913 commented on Aug 6, 2025 • 0 new comments

• docs: update getting-started.adoc for 1.0.0 release

  #3920 commented on Aug 6, 2025 • 0 new comments

• Fix typos in comments and improve documentation

  #3936 commented on Aug 6, 2025 • 0 new comments

• Tool filtering as ToolCallingChatOption

  #3941 commented on Aug 3, 2025 • 0 new comments

• Improved documentation for the `call()` method in `chatclient.adoc`

  #3963 commented on Aug 6, 2025 • 0 new comments

• Update Ollama API to latest version

  #3969 commented on Aug 4, 2025 • 0 new comments