~/talk

LabVIEW Autocomplete

Talkat GDevCon N.A. 2025 · 2025-07-22..07-24· [ai-assisted-development]
github:fadilf
slides:none on file

Converts LabVIEW block diagrams into directed graphs, counts adjacent block pairs, and builds an order-1 Markov chain that suggests the most frequent next node; live demo shows predictions in milliseconds and auto‑wiring via Quick Drop. Model is tiny (few megabytes), runs entirely on your device, supports custom libraries by reindexing examples, and is open source. Training is additive but can take hours for a full corpus; practical but less context‑aware than transformer systems.

AI-written summary · about

  1. 0:00LabVIEW Autocomplete intro
  2. 1:41What is LabVIEW Autocomplete
  3. 5:13Markov chains for prediction
  4. 6:58Converting VIs to state sequences
  5. 9:02Building prediction model
  6. 10:52Live autocomplete demo
  7. 13:24Testing with custom libraries
  8. 14:54Structures and data flow
  9. 17:25Predictions from data flow
  10. 18:31Real-world usefulness
  11. 20:04Advantages and limitations
  12. 21:52Future possibilities
  13. 23:41Q&A
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