How 47thtechcorner/raycodes_qwen3.5-0.8b-weight-space-programming works
This repository is a local Ollama-backed demo pipeline for Qwen3.5 weight-space programming. Its principal workflow is main.py: it loads three task inputs, sends task-specific prompts to the configured model, and writes calculus, robotics, and code-debugging deliverables. The three workflows are distinct product stages, with model querying as a shared internal layer. The README also describes a robotics toolpath visualizer, but the sampled implementation only prints its output path; its generation is not shown.
Main entry points: main.py Robotics compiler · task1_calculus_problem.md Calculus problem · task2_robotic_command.md Robotic command · task3_buggy_code.py Buggy code
Components 16
Pipeline orchestration
- Pipeline runner
main.py - Model query
main.py
Task workflows
- Calculus derivation
main.py - Robotics compiler
main.py - Code debugger
main.py
Inputs and deliverables
- Calculus problem
inputs/task1_calculus_problem.md - Robotic command
inputs/task2_robotic_command.md - Buggy code
inputs/task3_buggy_code.py - LaTeX derivation
outputs/task1_calculus_derivation.tex - Calculus report
outputs/task1_calculus_derivation.md - Robotics G-code
outputs/task2_robotics_gcode.gcode - Robotics specification
outputs/task2_robotics_gcode.md - Toolpath visualizer
outputs/task2_toolpath_visualizer.html - Debug report
outputs/task3_code_debug_report.md
Other components
- Pipeline user
- Ollama model
Connections 17
- Pipeline user → Pipeline runner: runs
README.md - Pipeline runner → Calculus derivation: runs
main.py - Pipeline runner → Robotics compiler: runs
main.py - Pipeline runner → Code debugger: runs
main.py - Calculus derivation → Calculus problem: reads
main.py - Robotics compiler → Robotic command: reads
main.py - Code debugger → Buggy code: reads
main.py - Calculus derivation → Model query: queries
main.py - Robotics compiler → Model query: queries
main.py - Code debugger → Model query: queries
main.py - Model query → Ollama model: calls
main.py - Calculus derivation → LaTeX derivation: writes
main.py - Calculus derivation → Calculus report: writes
main.py - Robotics compiler → Robotics G-code: writes
main.py - Robotics compiler → Robotics specification: writes
main.py - Robotics compiler → Toolpath visualizer: announces path
main.py - Code debugger → Debug report: writes
main.py