ThinkThen

Learn

Start with the tutorial. Then watch ThinkThen answer questions about Beatles songs.

TutorialFrom the install line to a pipeline that sorts a stream of messages. Beatles BenchThe talk as 26 short pages. Each shows one slide and one idea. Test it before you trust itOutcomes, thresholds, saved answers, and checking a question against your own records. Caching and replayAsk a question once. Read its saved answer in every later run and every test. Functional patternsBind a question once, then apply it to a list, a column or a stream.

Beatles Bench

  1. Code sees strings, not meaning.
  2. Jev set the standard.
  3. 10 functions, 1 CLI, 24 bindings.
  4. decide answers yes, no, or not sure.
  5. choose selects one option.
  6. tag applies labels to data.
  7. score can rate on a linear scale you define.
  8. score can rate on a non-linear scale you define.
  9. filter keeps what clears your bar.
  10. rank sorts by your criteria.
  11. find picks one from many.
  12. recognize labels things it finds.
  13. relate asks what Jev knows about the names.
  14. Store and reuse questions.
  15. annotate answers a question set.
  16. Bash runs on judgment.
  17. Scripting and systems languages
  18. Database tables and data frames
  19. Jev has blind spots.
  20. Retrieval-augmented decisions (RAD)
  21. audit grades a run.
  22. diff shows what changed.
  23. Jev for agents.
  24. Four ways to retrieve.
  25. Run the Beatles Bench.
  26. Bring your own backend.

Reference

The reference lists the function flags, the exit codes, and the output fields. How answers work says when an answer is yes, no, not sure, or a number. What it will not do lists every line the tool will not cross.

On GitHub: github.com/botassembly/thinkthen