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Feature Request: Tool Calling Pattern Analysis and Optimization

enhancementNew feature or requestNew feature or request

tool/function calling

Status: Open.

#3822 In spring-projects/spring-ai;

· cwangg897 opened on Jul 15, 2025

fix: Handling default implementation of ToolCallback#call(String,ToolContext)

for: backport-to-1.0.x

tool/function calling

Status: Open (in progress).

spring-projects/spring-ainumber 3784

#3784 In spring-projects/spring-ai;

· ilayaperumalg opened on Jul 10, 2025

 ·  

1.1.x

Fix string return conversion in DefaultToolCallResultConverter

for: backport-to-1.0.x

tool/function calling

Status: Open (in progress).

spring-projects/spring-ainumber 3756

#3756 In spring-projects/spring-ai;

· JM-Lab opened on Jul 7, 2025

 ·  

1.1.x

Support Anthropic interleaved thinking with tool use

anthropic

tool/function calling

Status: Open.

Feature

#3513 In spring-projects/spring-ai;

· markpollack opened on Jun 11, 2025

 ·  

1.1.x

Wrong implementation of MethodToolCallback.validateToolContextSupport

status: to-discuss

tool/function calling

Status: Open.

Bug

#3466 In spring-projects/spring-ai;

· jcgouveia opened on Jun 7, 2025

 ·  

1.1.x

Create new ToolChatOptions if input request has tool configuration without options

bugSomething isn't workingSomething isn't working

for: backport-to-1.0.x

tool/function calling

Status: Open (in progress).

spring-projects/spring-ainumber 3397

#3397 In spring-projects/spring-ai;

· filiphr opened on May 30, 2025

 ·  

1.1.x

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

for: backport-to-1.0.x

tool/function calling

Status: Open (in progress).

spring-projects/spring-ainumber 3380

#3380 In spring-projects/spring-ai;

· lambochen opened on May 29, 2025

 ·  

1.1.x

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

tool/function calling

Status: Open.

#3191 In spring-projects/spring-ai;

· mands opened on May 15, 2025

 ·  

1.0.1

chore: Add ToolContextCreator.

tool/function calling

Status: Open (in progress).

spring-projects/spring-ainumber 2853

#2853 In spring-projects/spring-ai;

· He-Pin opened on Apr 23, 2025

 ·  

1.1.x

Add ToolChoice support to Bedrock Converse (BedrockProxyChatModel)

Bedrock

tool/function calling

Status: Open.

#2752 In spring-projects/spring-ai;

· unavailable-username opened on Apr 15, 2025

springBeanToolCallbackResolver want to create a bean which is not existed

MCP

tool/function calling

Status: Open.

#2667 In spring-projects/spring-ai;

· daicidemeigui opened on Apr 8, 2025

Vertex AI MCP client fails on Reactive runtime

MCP

tool/function calling

vertex

Status: Open.

#2649 In spring-projects/spring-ai;

· sidutti opened on Apr 5, 2025