Programe native: demonstrații în terminal

TEZAUR este un asistent pentru teză care lucrează numai cu biblioteca ta. Aici sunt trei studii, ca fișiere text.

• $ ls lib

  lindgren2019.md
  moreau2018.md
  okafor2021.md
  refs.bib
  

• $ cat lib/okafor2021.md

  # Retrieval practice and exam anxiety
  
  Retrieval practice means testing yourself instead of rereading. In a controlled trial with 96 first-year students, low-stakes weekly quizzes reduced self-reported exam anxiety and raised the median grade by half a point on a ten-point scale.
  
  The authors caution that the trial ran in a single department and that students were not randomly assigned to sections, so the causal claim is tentative.
  
  Quizzes that gave immediate feedback worked better than quizzes marked a week later.
  

Comanda ingest le indexează local, împreună cu bibliografia în format BibTeX. Nimic nu pleacă de pe calculator.

• $ tezaur --bib lib/refs.bib ingest lib

  [1/3] lib/lindgren2019.md … 1 chunks
  [2/3] lib/moreau2018.md … 1 chunks
  [3/3] lib/okafor2021.md … 1 chunks
  done: 3 added, 0 unchanged, 0 skipped — 3 documents, 3 chunks in tezaur.idx
  

Comanda sources arată documentele indexate, fiecare legat de intrarea sa bibliografică.

• $ tezaur --bib lib/refs.bib sources

    1. lindgren2019 — Lindgren (2019)  (1 chunks)
       lib/lindgren2019.md
    2. moreau2018 — Moreau (2018)  (1 chunks)
       lib/moreau2018.md
    3. okafor2021 — Okafor (2021)  (1 chunks)
       lib/okafor2021.md
  3 documents, 3 chunks, embeddings: none (BM25 only), BibTeX entries: 3
  

Căutarea întoarce pasajele potrivite și arată câți termeni din întrebare acoperă. Nu are nevoie de niciun model de limbaj.

• $ tezaur search "exam anxiety quizzes" > cautare.txt; cut -c1-150 cautare.txt

  [1] okafor2021  (terms matched 100%)
      # Retrieval practice and exam anxiety Retrieval practice means testing yourself instead of rereading. In a controlled trial with 96 first-year stu
  
  [2] lindgren2019  (terms matched 33%)
      # Spaced repetition in university teaching Spaced repetition schedules each review shortly before the learner is expected to forget the item. In a
  
  

Iată un fragment de ciornă cu citări. Unele afirmații sunt fidele surselor, altele nu.

• $ cat draft.md

  ## Review methods
  
  Spaced review raised final exam scores by 14 percent [@lindgren2019]. Weekly low-stakes quizzes lowered exam anxiety [@okafor2021]. Spaced review also doubled the retention of open-ended problem solving [@lindgren2019].
  
  Handwriting always beats typing for every kind of lecture [@moreau2018]. The method is used widely in schools [@vance2020].
  

Comanda audit verifică fiecare citare față de sursă. O afirmație prea largă e marcată fără susținere, iar o cheie inexistentă e semnalată. Este o verificare mecanică, nu o dovadă.

• $ tezaur --bib lib/refs.bib audit draft.md

  # Citation audit
  
  5 checks — supported 3, weak 0, contradicted 0, unsupported 1, wrong page 0, figure mismatch 0, unknown source 1, page out of range 0, uncited 0; quotations: verbatim 0, elsewhere 0, not found 0.
  
  This is a mechanical term-overlap check, not proof. Open the page for everything below.
  
  - **unsupported** [@moreau2018] — only 22% of the sentence's terms appear anywhere in this source
    > Handwriting always beats typing for every kind of lecture.
  - **unknown-source** [@vance2020] — no document in the library matches the key 'vance2020'
    > The method is used widely in schools.
  

Comanda refs găsește cheile citate care nu apar nicăieri. Pentru răspunsuri generate, TEZAUR cere un model local, care nu e arătat aici.

• $ tezaur --bib lib/refs.bib refs draft.md

  # Reference check
  
  4 distinct keys cited.
  
  ## Cited but in neither the .bib nor the library (1)
  - vance2020