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 72.72069% with 377 lines in your changes missing coverage. Please review.
✅ Project coverage is 73.74%. Comparing base (632d596) to head (d8c52ef).

Files with missing lines	Patch %	Lines
modules/yup_python/bindings/yup_YupAi_bindings.cpp	69.55%	102 Missing ⚠️
modules/yup_ai/llm/yup_LLMHttpClient.cpp	0.00%	81 Missing ⚠️
modules/yup_ai/embedding/yup_EmbeddingModel.cpp	17.39%	57 Missing ⚠️
modules/yup_ai/llm/yup_LLMClient.cpp	60.25%	31 Missing ⚠️
modules/yup_ai/mcp/yup_MCPClient.cpp	83.43%	28 Missing ⚠️
modules/yup_ai/llm/yup_LLMMessage.cpp	81.03%	22 Missing ⚠️
modules/yup_ai/mcp/yup_MCPTypes.cpp	89.14%	14 Missing ⚠️
modules/yup_ai/llm/yup_LLMToolRegistry.cpp	72.91%	13 Missing ⚠️
modules/yup_ai/llm/yup_LLMTool.cpp	82.14%	10 Missing ⚠️
modules/yup_ai/llm/yup_LLMResponse.cpp	92.68%	9 Missing ⚠️
... and 3 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #99      +/-   ##
==========================================
- Coverage   73.75%   73.74%   -0.02%     
==========================================
  Files         581      596      +15     
  Lines       57237    58619    +1382     
==========================================
+ Hits        42217    43229    +1012     
- Misses      15020    15390     +370     

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_core/yup_core.cpp	100.00% <ø> (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)
... and 7 more

... and 2 files with indirect coverage changes

---

Continue to review full report in Codecov by Sentry.

Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data
Powered by Codecov. Last update 632d596...d8c52ef. Read the comment docs.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
• 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.