AI module

[kunitoki]

Build AI-native applications with YUP by connecting local and remote LLMs directly into your app logic. Expose tools, components, audio engines, editors, automation systems, or entire workflows, then let models reason about them and interact with them in real time.

Use it to:

• automate repetitive workflows
• control audio and graphics systems with natural language
• prototype MCP-compatible tools
• build agentic applications that can inspect and modify app state
• integrate local models through Ollama or llama.cpp, or remote providers through OpenAI-compatible APIs

[codecov]

Codecov Report

❌ Patch coverage is 54.32225% with 893 lines in your changes missing coverage. Please review.
✅ Project coverage is 74.52%. Comparing base (a378f4a) to head (a1a35ef).

Files with missing lines	Patch %	Lines
modules/yup_ai/providers/yup_LLMGeminiClient.cpp	0.00%	186 Missing ⚠️
modules/yup_python/bindings/yup_YupAi_bindings.cpp	69.36%	125 Missing ⚠️
.../yup_ai/providers/yup_LLMOpenAIResponsesClient.cpp	0.00%	113 Missing ⚠️
modules/yup_ai/llm/yup_LLMHttpClient.cpp	0.00%	85 Missing ⚠️
...odules/yup_ai/providers/yup_LLMAnthropicClient.cpp	0.00%	82 Missing ⚠️
modules/yup_ai/embedding/yup_EmbeddingModel.cpp	17.39%	57 Missing ⚠️
modules/yup_ai/llm/yup_LLMClient.cpp	54.54%	45 Missing ⚠️
modules/yup_ai/llm/yup_LLMClientFactory.cpp	0.00%	41 Missing ⚠️
modules/yup_ai/llm/yup_LLMSchema.h	0.00%	28 Missing ⚠️
modules/yup_ai/mcp/yup_MCPClient.cpp	83.43%	28 Missing ⚠️
... and 9 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #99      +/-   ##
==========================================
- Coverage   75.15%   74.52%   -0.64%     
==========================================
  Files         595      616      +21     
  Lines       59980    61935    +1955     
==========================================
+ Hits        45079    46157    +1078     
- Misses      14901    15778     +877     

Files with missing lines	Coverage Δ
modules/yup_ai/mcp/yup_MCPTransport.h	100.00% <100.00%> (ø)
modules/yup_ai/mcp/yup_MCPTypes.h	100.00% <100.00%> (ø)
modules/yup_python/modules/yup_YupMain_module.cpp	100.00% <100.00%> (ø)
modules/yup_ai/embedding/yup_EmbeddingModel.h	0.00% <0.00%> (ø)
modules/yup_ai/llm/yup_LLMClient.h	0.00% <0.00%> (ø)
modules/yup_ai/mcp/yup_MCPServer.cpp	95.34% <95.34%> (ø)
modules/yup_ai/llm/yup_LLMResponse.cpp	92.68% <92.68%> (ø)
modules/yup_ai/llm/yup_LLMTool.cpp	82.14% <82.14%> (ø)
modules/yup_ai/llm/yup_LLMToolRegistry.cpp	72.91% <72.91%> (ø)
modules/yup_ai/mcp/yup_MCPTypes.cpp	89.14% <89.14%> (ø)
... and 12 more

... and 4 files with indirect coverage changes

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