Indlela Yokufaka Nokusebenzisa i-Academic DeAI Ekuhleleni Kwezemfundo KwesiShayina NesiNgisi

Okwenziwa yi-Academic DeAI

I-Academic DeAI iyikhono lokuhlela umbhalo wezifundo obhalwe ngesiShayina nangesiNgisi. Isusa izingeniso ezingenalutho, izakhiwo eziphindaphindwayo, nolimi olufana nolwesifanekiso, kuyilapho igcina amaqiniso ombhalo, izingcaphuno, amagama obuchwepheshe, ukuphika, amandla obufakazi, imikhawulo yobudlelwano bezimbangela, kanye nezwi lombhali.

Le phrojekthi isekela ukuhlola amaphutha, ukupholisha ulimi, ukuhumusha kwezifundo, kanye nokubuyekezwa kwesakhiwo okugunyazwe ngumsebenzisi. Ububanzi bayo obuyinhloko abubandakanyi ama-imeyili ajwayelekile, imibhalo yamabhulogi, noma umbhalo wokumaketha.

I-Academic DeAI ayikhethi imodeli ye-AI, ayishayeli i-API yemodeli, futhi ayixhumanisi ngokuzenzakalelayo abahleli abanye. Iyikhono lokuhlela elisebenza ngaphakathi komsingathi ohambisanayo. Inguqulo 3.0.0 ilandela iziqondiso zamanje zamakhono e-GPT-6 futhi ithathela emibonweni yokuhlela ehambisana nomongo evela ku-Humanizer 3.1.0, kodwa ayisho ukuthi izosebenza ngokufanayo kuwo wonke ama-checkpoint e-GPT-6.

Kungani Ukuhlela Kwezifundo Okuhambisana Nomongo Kubalulekile

Umbhalo wezifundo uvame ukuba nemishwana engeza ukugcizelela ngaphandle kokwengeza ubufakazi. I-Academic DeAI ihlose ukususa lezo zingeniso kuphela lapho umongo ozungezile usekela lolo shintsho. Ihlola isakhiwo nencazelo ngaphambi kokuphatha amagama ngamanye njengamaphethini angafuneki.

Ngokwesibonelo, cabanga ngalesi siqephu sesiShayina esiqanjiwe:

值得注意的是，本研究对126名患者进行了横断面分析，结果表明睡眠质量评分与瘙痒严重程度评分相关（r=0.32，P=0.01）。这一发现不仅揭示了二者之间的复杂联系，也为今后的研究提供了重要启示。

Ukubuyekezwa okungenzeka yikho lokhu:

本研究对126名患者进行横断面分析，发现睡眠质量评分与瘙痒严重程度评分相关（r=0.32，P=0.01）。

Lokhu kubuyekezwa kususa izingeniso ezijwayelekile kodwa kugcina ukwakheka kocwaningo, ubukhulu besampula, okuguquguqukayo, i-coefficient yokuhlangana, kanye nenani le-P. Lesi sibonelo esifushane sichaza indlela yokuhlela; asiwona umqhathaniso wokulinganisa ukusebenza.

Izici Eziyinhloko

• Ukuhlela ngesiShayina nangesiNgisi: Hlela umbhalo wezifundo nganoma yiluphi ulimi, ngokujula okucelwe ngumsebenzisi.
• Ukuhumusha kwezifundo: Humusha imibhalo ulandela amagama obuchwepheshe anikeziwe, amasampula okubhala, izidingo zesakhiwo, kanye nemikhawulo yobude.
• Ukulondolozwa kwezimangalo: Buyekeza abenzi, izinto, isiqondiso, isikhathi, izimo, kanye nokuxhunyaniswa kwezingcaphuno ezingeni lesimangalo somthombo.
• Ukubuyekezwa okwazi ubufakazi: Gcina ukungaqiniseki, ukuphika, imikhawulo yobudlelwano bezimbangela, ububanzi, imiphumela engemihle, kanye nokuqhathanisa okudingekayo.
• Ukuhlela okwazi isakhiwo: Cabangela ukuhleleka kombhalo ngaphambi kokulungisa amagama endawo ngayinye.
• Isiqondiso sesitayela: Sebenzisa amasampula ombhali ukuqondisa indlela yokubhala ngaphandle kokungenisa amaqiniso amasha kulawo masampula.
• Ukusebenza okuguquguqukayo: Gwema ukubalwa okuphoqelekile kokubhalwa kabusha noma imibiko ephoqelekile lapho isicelo sesicacile ngokwanele.
• Ukulayishwa kwezinsiza ngokukhetha: Layisha izinkomba namathuluzi kuphela lapho zihlobene nomsebenzi.

Izidingo Zokuqala

Udinga umsingathi oweseka amakhono kanye nendawo esemthethweni yamakhono elungiselelwe lowo msingathi. Imibhalo yamanje ye-Codex ibala ~/.agents/skills njengendawo yamakhono ezinga lomsebenzisi kanye ne-.agents/skills njengendawo yamakhono ezinga lenqolobane. Izindawo ezikhona zingasebenzisa enye indawo elungiselelwe, ngakho landela imibhalo yomsingathi wakho.

Kudingeka i-Python 3.10 noma entsha kuphela kumathuluzi ombhalo afakiwe nakwimiyalo yokuqinisekisa. Lawa mathuluzi ahlola okuqukethwe nokuziphatha kwephakheji; awakhiqizi noma abhale kabusha umbhalo.

Faka i-Academic DeAI

Ukufakwa okusha komsebenzisi

Kusuka enkombeni ofuna ukulanda kuyo inqolobane, sebenzisa:

git clone https://github.com/heise3/academic-deai.git
mkdir -p ~/.agents/skills
cp -R academic-deai ~/.agents/skills/academic-deai

Kopisha yonke ifolda yenqolobane. Ungakopishi SKILL.md kuphela, ngoba iphakheji isebenzisa izinkomba ezihlobene futhi ihlanganisa imibhalo ongayisebenzisa ngokuzikhethela.

Sebenzisa umyalo wokukopisha kuphela lapho indawo okuya kuyo ingakabi khona. Ngemva kokufaka, vula kabusha uhlu lwamakhono lomsingathi. Uma i-Academic DeAI ingaveli, qala kabusha i-Codex noma umsingathi ofanele.

Ukufakwa ezingeni lenqolobane

Uma umsingathi wakho weseka amakhono enqolobane, faka iphakheji ephelele ngaphansi kwenkomba yamakhono elungiselelwe inqolobane, ngokuvamile ethi .agents/skills. Qinisekisa indlela eqondile esekelwayo ngaphambi kokukopisha amafayela.

Ukuthuthukisa ukufakwa okukhona

Yenza ikhophi eyisipele yenkomba efakiwe ye-Academic DeAI ngaphambi kokuthuthukisa. Shintsha ifolda ekhona ngamabomu kunokuhlanganisa amafayela angaziwa avela enguqulweni endala. Lokhu kusiza ukuvimbela izinkomba, imibhalo, noma amafayela okumisa amadala ukuthi aqhubeke nokuhlala ephakhejini.

Bheka imibhalo esemthethweni yamakhono ukuze uthole iziqondiso zamanje zokufaka eziqondene nomsengathi.

Ukusetshenziswa Okuyisisekelo

Hlela isigaba sezifundo sesiShayina

Khomba ikhono, cacisa isigaba nolimi, bhala okuqukethwe okufanele kuhlale kungashintshiwe, futhi usho ifomethi oyifunayo yokuphumayo:

Use $academic-deai to revise this Chinese discussion section.
Keep every substantive claim, citation, number, and causal qualification.
Return only the edited text.

Namathisela isigaba sengxoxo ngemva komyalo. Umusho wokugcina uvimbela ukuphawula okwengeziwe lapho udinga umbhalo ongafakwa ngokuqondile embhalweni wezifundo.

Humushela umbhalo wesifundo esiNgisini

Uma uhumusha, nikeza amagama obuchwepheshe nezinkomba zesitayela kanye nemikhawulo yesakhiwo ecacile:

Use $academic-deai to translate this manuscript into English.
Use the terminology list and my writing sample below.
Preserve the requested section structure and minimum length.

Uhlu lwamagama obuchwepheshe lungasungula izinguqulo ezihambisanayo zamagama aqondene nomkhakha. Isampula yokubhala ingaqondisa isitayela, kodwa akufanele ithathwe njengomthombo wamaqiniso amasha.

Cela ukubuyekezwa kwesakhiwo okulawulwayo

I-Academic DeAI ingenza ukubuyekezwa kwesakhiwo lapho uyigunyaza. Chaza ukuthi yini engashintshwa nokuthi yini okufanele ihlale injalo. Isibonelo:

Sebenzisa i-$academic-deai ukubuyekeza lesi sigaba semiphumela ngesiNgisi.
Thuthukisa ukuhleleka kwezigaba nezinguquko phakathi kwazo, kodwa gcina zonke izihloko,
izibalo, ukuqhathanisa, imiphumela engemihle, izingcaphuno, nemibandela echazayo.
Buyisa kuphela isigaba esibuyekeziwe.

Lo myalelo uhlukanisa izinguquko zenhlangano ezivunyelwe kokuqukethwe okuyisisekelo okuvikelwe. Izihloko ezidingekayo kanye nezakhiwo zendlela ezibalulekile, okuhlanganisa izindlela ezidingekayo ezisebenzisa isakhi sokwenziwa, kufanele kugcinwe lapho kuceliwe.

Qinisekisa Iphakheji

Qalisa isiqinisekisi sephakheji usuka empandeni yenqolobane:

PYTHONDONTWRITEBYTECODE=1 python3 scripts/validate_package.py .

Isiqinisekisi sihlola isakhiwo sephakheji, izinkomba, ulwazi lwenguqulo, namafayela aphathekayo.

Qalisa izivivinyo zamayunithi usebenzisa:

PYTHONDONTWRITEBYTECODE=1 python3 -m unittest discover -s tests -v

Izivivinyo zihlanganisa ukuziphatha okubonakalayo kwamathuluzi afakiwe. Ukuphumelela kokuqinisekiswa nezivivinyo akufakazeli ikhwalithi yokuhlela, ukufana kwencazelo, ubunikazi bombhali, noma ukusebenza komtshina.

Hlola amafayela ombhalo amabili ngokukhiya okuqukethwe

Insiza yokukhiya okuqukethwe ingaqhathanisa idokhumenti yoqobo nokubuyekeziwe:

python3 scripts/content_lock.py original.md revised.md --strict

Le nsiza iyingxenye yenqubo yokuqinisekisa, ayisona isikhiqizi sombhalo. Thatha umphumela wayo njengosizo, hhayi njengobufakazi bokuthi yonke incazelo nezimangalo kugciniwe.

Ukusebenza Ngemithombo ye-PDF ne-DOCX

Ukukhipha umbhalo ku-PDF kudinga futhi i-pdftotext ye-Poppler. Qinisekisa ukuthi lowo myalo ufakiwe futhi uyatholakala endaweni yakho ngaphambi kokuthembela ekukhishweni kwe-PDF.

Ukukhishwa kwe-DOCX kufunda i-XML yomzimba, kodwa akugcini zonke izitayela, ukuphawula, izinguquko ezilandelelwayo, imibhalo yaphansi, noma amabhokisi ombhalo. Uma lezi zici zedokhumenti zibalulekile, sebenzisa amathuluzi akwazi ukusebenza ngamadokhumenti bese uqinisekisa ifayela le-Word elihleleka ngokuqondile.

Amasu Athuthukile Okuhlela Okuthembekile

Chaza ngokusobala okuqukethwe okuvikelwe

Ungathembeli esicelweni esijwayelekile esithi yenza lokhu kuzwakale kangcono. Qamba izakhi ezingashintshi, okuhlanganisa izimangalo, izinombolo, izingcaphuno, amagama asetshenziswayo, ukuphika, ukungaqiniseki, izikhathi, izimo, namandla obudlelwano besizathu nomphumela.

Veza izinga lokujula kokuhlela elivunyelwe

Hlukanisa ukulungisa amaphutha ekuhleleni okujulile. Ekulungiseni amaphutha, nciphisa izinguquko kuhlelo lolimi nasemagameni. Ekuhleleni kwesakhiwo, gunyaza ngokusobala ukuhlelwa kabusha kwezigaba, izinguquko zezinguquko phakathi kwazo, noma ukususwa kokwethulwa okuphindaphindwayo.

Vikela amandla obufakazi

Cela ikhono ukuthi ligcine umehluko phakathi kobudlelwano nesizathu nomphumela, phakathi kokwenzeka okungenzeka nokuqiniseka, naphakathi kokungabikho kobufakazi nobufakazi bokungabikho. Imiphumela engemihle neziphetho ezinemibandela zingase zibukeke zibuthaka ngokwesitayela, kodwa zingabaluleka ngokwesayensi.

Namathisela izingcaphuno ezimangalmweni ezifanele

Lapho ubuyekeza imingcele yemisho noma isakhiwo sezigaba, qinisekisa ukuthi ingcaphuno ngayinye ihlala inamathiselwe esiphakamisweni esisekelayo. Lokhu kubaluleke kakhulu lapho umusho owodwa omude uhlukaniswa ube imisho emifushane eminingana.

Faka uhlu lwamagama asetshenziswayo

Emibhalweni yezilimi eziningi noma ekhethekile, nikeza izinguqulo ezikhethwayo, izifinyezo, ukusetshenziswa kosonhlamvukazi, namagama okufanele ahlale engashintshiwe. Lokhu kunciphisa ukungahambisani ngaphandle kokucela umhleli ukuthi aqagele izimiso zendawo yolwazi.

Sebenzisa amasampula ombhali ngokucophelela

Isampula lokubhala elimele umbhali lingaqondisa ubude bemisho, izinga lokuba semthethweni, namagama akhethwayo. Chaza ukuthi liyireferensi yesitayela kuphela futhi akumele lengeze amaqiniso, izingcaphuno, noma izimpikiswano embhalweni ohleliwe.

Gcina ifomu elidingekayo

Uma iphephabhuku, isikhungo, noma umqondisi efuna izihloko, ubude obuncane, ukuhleleka kwezigaba, noma ulimi lokubika, faka leyo mingcele emyalweni. I-Academic DeAI yakhelwe ukugcina izihloko nezakhiwo ezidingekayo lapho iyalelwa.

Buyekeza umphumela mathupha

Ngemva kokuhlela, qhathanisa inguqulo ebuyekeziwe nomthombo ezingeni lezimangalo. Hlola ukuthi ubani owenze isenzo ngasinye, ukuthi yini elinganisiwe, isiqondiso somphumela ngamunye, izikhathi nezimo ezisebenzayo, amagama esizathu nomphumela, amanani ezinombolo, kanye nokubekwa kwezingcaphuno.

Imikhawulo Ebalulekile

• I-Academic DeAI ayikhethi imodeli futhi ayenzi izingcingo ze-API yemodeli.
• Amathuluzi afakiwe awabhali futhi awabhali kabusha umbhalo.
• Ukuqinisekisa akusunguli ukufana kwencazelo noma ikhwalithi yokuhlela.
• Ukukhishwa kwe-DOCX akukwazi ukugcina zonke izici zedokhumenti.
• Isiqondiso sokuklama sephrojekthi asisona isiqinisekiso sokusebenza kuwo wonke ama-checkpoint e-GPT-6.
• Ukufaka ikhono akudali noma akuguquli inqolobane ye-Git ekude.

Isiphetho

I-Academic DeAI inikeza indlela ehlelekile yokupholisha nokuhumusha ukubhala kwezemfundo kwesiShayina nesiNgisi ngaphandle kokwenza ubufakazi buthaka ngenhloso noma ukushintsha izimangalo eziyisisekelo. Faka iphakheji ephelele, nikeza imingcele yokuhlela enembile, gcina amagama aqondene nomkhakha, bese uqhathanisa mathupha ukubuyekezwa ngakunye nomthombo wako. Iphrojekthi iyatholakala ngaphansi kwelayisensi ye-MIT.