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 84.81013% with 300 lines in your changes missing coverage. Please review.
✅ Project coverage is 80.15%. Comparing base (1d90ff5) to head (6d97308).
⚠️ Report is 1 commits behind head on main.

Files with missing lines	Patch %	Lines
modules/yup_python/bindings/yup_YupAi_bindings.cpp	69.36%	125 Missing ⚠️
modules/yup_ai/llm/yup_LLMHttpClient.cpp	12.94%	74 Missing ⚠️
modules/yup_ai/embedding/yup_EmbeddingModel.cpp	20.28%	55 Missing ⚠️
modules/yup_ai/mcp/yup_MCPClient.cpp	87.57%	21 Missing ⚠️
modules/yup_ai/llm/yup_LLMClient.cpp	91.91%	8 Missing ⚠️
modules/yup_ai/providers/yup_LLMGeminiClient.cpp	97.31%	5 Missing ⚠️
modules/yup_ai/llm/yup_LLMMessage.cpp	96.55%	4 Missing ⚠️
modules/yup_ai/llm/yup_LLMClientFactory.cpp	92.68%	3 Missing ⚠️
modules/yup_ai/mcp/yup_MCPServer.cpp	98.83%	2 Missing ⚠️
.../yup_ai/providers/yup_LLMOpenAIResponsesClient.cpp	98.23%	2 Missing ⚠️
... and 1 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #99      +/-   ##
==========================================
+ Coverage   80.01%   80.15%   +0.13%     
==========================================
  Files         742      763      +21     
  Lines       76385    78360    +1975     
==========================================
+ Hits        61123    62810    +1687     
- Misses      15262    15550     +288     

Files with missing lines	Coverage Δ
modules/yup_ai/embedding/yup_EmbeddingModel.h	100.00% <100.00%> (ø)
modules/yup_ai/llm/yup_LLMClient.h	100.00% <100.00%> (ø)
modules/yup_ai/llm/yup_LLMSchema.h	100.00% <100.00%> (ø)
modules/yup_ai/llm/yup_LLMTool.cpp	100.00% <100.00%> (ø)
modules/yup_ai/llm/yup_LLMToolRegistry.cpp	100.00% <100.00%> (ø)
modules/yup_ai/mcp/yup_MCPTransport.h	100.00% <100.00%> (ø)
modules/yup_ai/mcp/yup_MCPTypes.cpp	100.00% <100.00%> (ø)
modules/yup_ai/mcp/yup_MCPTypes.h	100.00% <100.00%> (ø)
...odules/yup_ai/providers/yup_LLMAnthropicClient.cpp	100.00% <100.00%> (ø)
...dules/yup_ai/providers/yup_LLMOpenAIChatClient.cpp	100.00% <100.00%> (ø)
... and 12 more

... and 6 files with indirect coverage changes

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