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Use prompts #14

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@bnmajor bnmajor commented Oct 13, 2025 •
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This branch depends on #13

Support using the Github YAML prompt format for system defaults and user overrides:

  • System for composing components with conditional logic
    • Core system message defining Python code generation role
    • Default model configuration (gpt-5, temperature: 0.5, max_tokens: 10000)
    • RAG context injection for retrieval-augmented generation
    • UI-specific renderer instructions for web interface
  • Singleton loader for YAML prompts with variable substitution
  • Added --prompt-file option for YAML prompt loading from CLI and UI
    • CLI argument precedence over file-based defaults
  • Tests CLI/UI modes, RAG combinations, and parameter overrides
  • Updated README and DEVELOPMENT documentation

Resolves #3

@vicentebolea vicentebolea linked an issue Oct 15, 2025 that may be closed by this pull request
Adopting Github Prompt yaml format #5
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@vicentebolea vicentebolea added this to the 0.1.0 milestone Oct 15, 2025
@bnmajor
Migrate to GitHub YAML prompt format
00e5804 
Replace text-based templates with structured YAML prompts following GitHub's
schema. UI now loads model parameters directly from YAML files. Updates UI
initialization to sync with YAML model parameters.
@bnmajor
Add custom YAML prompt file support
0e8068d 
- CLI: vtk-prompt --prompt-file custom.yml
- UI: vtk-prompt-ui --prompt-file custom.yml
- Parameter hierarchy: CLI > custom prompt > defaults
- Add RAG + UI integration with smart prompt selection
@bnmajor
Add component-based prompt assembly system
adcec86 
Replace monolithic YAML prompts with modular components for improved
maintainability.

- Implement PromptComponentLoader with LRU caching
- Add VTKPromptAssembler with conditional composition
- Single code path: custom prompts OR component assembly
- Single source of truth for prompt composition
- Keep specialized prompts (rag_chat, vtk_xml_generation)
@bnmajor
Improve type safety, performance, and maintainability
216d303 
- Centralize constants and eliminate code duplication
- Remove unreachable code and simplify architecture
- Optimize performance with LRU caching
@bnmajor
Add test suite, improve documentation
53badc7 
Tests cover CLI/UI modes, RAG integration, parameter overrides, and error
handling. Enhance documentation with model configuration guide, component
system architecture.
@bnmajor
Move caching from bound method to module level method
6bda5c4 
Avoid lru_cache on instance methods. This retains "self" and can cause
memory leaks.
@bnmajor
Fix download button alignment
e855f08
@bnmajor
Default to closed settings panel
e42320b 
Also moves load/download converstation file and download config file to the
toolbar. Camera reset, clear scene, and tokens in/out have been moved to VTK
Visualization component. Overall styling/spacing has been cleaned up for a more
aligned, consistent layout.
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Adopting Github Prompt yaml format

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@bnmajor @vicentebolea