Uxwebhu lwekhowudi
Ukusetyenziswa kwentengiso
380+ iimodyuli
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Imodeli:
+ GPT-5, Claude, Gemini
Ncamathisela ikhowudi (okanye ulayishe ifayili) kwaye ufumane i-inline docstrings, i-type-aware comments, kunye ne-README ekhethiweyo - kukhetho lwakho lweesitayile ezi-5 (iGoogle, i-NumPy, i-reST / i-Sphinx, i-JSDoc, i-plain). I-self-hosted Qwen 3 Coder ikhululekile phantsi kwe-pool yemihla ngemihla; i-premium Claude/GPT-5 iphatha iifayile ezide kakuhle kune-DocStringGenerator okanye i-Mintlify Writer.
Inyathelo elilandelayo
Iinketho eziphambili
I-Result
Ii-token ziphantsi.
Fumana Ii-Token Ezininzi
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Ubhaliso
Isicelo sakho siqhubekeka...
Yenza uxwebhu lwekhowudi nge-AI ekhululekileyo. Iistrings ze-doc, iingxelo, kunye ne-API docs.
Indlela yokusebenzisa Uxwebhu lwekhowudi
1
Faka ingxelo yakho
Ngenisa umbhalo, ulayishe ifayili, okanye ucacise ofuna ukuyenza. Akukho akhawunti ifunekayo.
2
Cofa ukudala
I-AI yethu iqhubekekisa isicelo sakho ngemizuzwana usebenzisa imodeli elungileyo yomthombo ovulekileyo.
3
Layisha ezantsi & dibanisa
Layisha ezantsi, kopela, okanye udibanise iziphumo zakho. Zikhululekileyo zokusetyenziswa kobuntu bakho noburhwebo.
Sebenzisa le sixhobo nge-API
Yenza isixhobo sisebenze ngokuzenzekelayo ukusuka kwikhowudi yakho. I-REST ehambelana ne-OpenAI-ehambelanayo, i-Bearer-token auth, akukho SDK efunekayo. Iindleko ze-Token zihambelana nothungelwano lwe-web.
curl -X POST https://api.free.ai/v1/chat/ \
-H "Authorization: Bearer sk-free-..." \
-H "Content-Type: application/json" \
-d '{"model": "qwen-coder", "messages": [{"role": "user", "content": "Write a Python function that reverses a string."}]}'Izixhobo ze-AI ezikhululekileyo ezihambelanayo
Uxwebhu lwekhowudi — FAQ
Ncamathisela umbhalo ophambili (okanye ulayishe ifayile ukuya kwi 500KB) kwaye ubuyisele ikhowudi efanayo kunye ne docstrings, iincopho ezizimeleyo, kunye - ngokukhethwa - i README. md ne API. md ubhekiso. Khetha enye ye 5 docstrings iindidi (Google / NumPy / reST- Sphinx / JSDoc- TSDoc / plain) ne 5 iimveliso ezijikelezayo (docstrings kuphela, + inline, + README, + API ref, iphakheji epheleleyo). Ikhowudi yomzimba ihlala i byte- nge- byte efanayo; kuphela i docstrings ne ingxelo idityaniswa.
Mintlify Umbhali yi-VSCode ekhululekileyo eyenza i-inline docstrings kuphela - akukho README, akukho API ref. DocuWriter.ai ihlawulisa i- $ 19 / mo ye-unlimited kunye ne-gates style-switching ngasemva kwee-levels ezihlawulwayo. Tabnine idibanisa izishwankathelo ezifutshane kwi-line njengenxalenye ye- $ 12 / mo Pro plan. Free.ai iqhuba nge-token pool yemihla ngemihla ngaphandle kobhaliso lwenyanga, ixhasa zonke iindidi ze-5 kwi-level ekhululekileyo, kwaye inokuvelisa i-README + i-API epheleleyo yobhekiso kwi-shot enye engayi IDE plugins.
Hayi - inkqubo ye prompt ithintela ukunika igama kwakhona, ukuhlela kwakhona, okanye ukutshintsha nayiphi na i-logic. Iistrings ze-doc kunye neengxelo kuphela ezifakiwe. I-"Original" imboniselo kwi-result panel ikuvumela ukuba uqinisekise ngokutshintsha kwakhona; kopela-ncamathelisa uguqulelo oluxwebhu kwifayili yakho ngokunyanisekileyo.
I-Google ye-Python projects entsha kwi-2018+ (i-mkdocs / pdoc iyenza ngokucocekileyo). I-NumPy ye-Scientific Python (matplotlib, scikit-learn convention). reST / i-Sphinx ye-Python projects edala sele kwi-Sphinx autodoc. JSDoc / TSDoc ye-JavaScript / TypeScript (isebenza ne-VSCode IntelliSense ne-TypeDoc). Icacile xa ufuna umgca omnye omfutshane wophawulo ngemisebenzi kwaye akukho zithintelo ezisemthethweni.
Ewe - khetha "Docstrings + README.md" okanye "Iphakheji epheleleyo" injongo. I README iquka igama leprojekthi, umgca omnye wegama, ufakelo lomyalelo (pip / npm / cargo / go- get efunyenwe kwiilwimi), 30- umzuzwana quickstart, iqhosha API ubizo, kunye nelayisensi placeholder. Ukufumana ikopi eninzi yentengiso- inqanaba README, ikhonkco kwi / code/ readme/ isixhobo emva.
Uluhlu lwe-API (Markdown) ludwelisa yonke i-symbol yomphakathi eqokelelwa ngefayili/udidi kunye notyikityo, injongo, iparameters, ukuphinda, kunye nomzekelo woqhagamshelwano - ilungile ukucofa kwi `docs/` isiqulathi seefayili, i-ReadTheDocs, okanye i-GitHub Pages site. Ii-docstrings ezingaphakathi komgca ziphila kwikhowudi ngokwayo. Khetha "Ipakethi epheleleyo" ukufumana zombini ngaxeshanye.
Qwen 3 Ikhowudi (emiselweyo, i-pool ekhululekileyo) iphatha ~95% yeefayili ngaphantsi kwama-200 eemigca kakuhle. DeepSeek R1 yeefayili apho ufuna ukuqonda okunzulu malunga neemeko zesiphelo umtya we-doc kufuneka ukhankanye. I-Premium Claude Sonnet 4 / GPT-5 ye-documentation yepakethi epheleleyo iqhuba ngaphezulu kwama-1,000 eemigca - igcina iimeko ezinkulu kwaye ivelisa uhlobo oluninzi oluzinzileyo phakathi kweefayili.
Ewe - xa "Yongeza ulwazi lohlobo" likhangelwe imodeli isebenzisa udidi olukhoyo lwee-annotations apho lukhoyo kwaye lifumanisa udidi olufanelekileyo ukusuka kukusetyenziswa apho akunjalo. Udidi olufumanisekileyo lubekwe ngokucacileyo kumtya we-doc (Icandelo le-Args / @param tag) ukuze zihlale zihlaziywa. Ikhowudi ekhoyo ye-annotations ayifakwanga yisixhobo - sebenzisa /code/refactor/ nge "Ukhuseleko lohlobo" injongo yalo.
Uqhagamshelwano ngalunye, dibanisa ukuya kuthi ga ku-12,000 oophawu (~180 imigca). Iiprojekthi zeefayili ezininzi, qhuba ifayile ngefayili (ikhonkco lekhowudi efanayo ngesixhobo, emva koko nqakraza "Yenza uvavanyo" ukufumana uvavanyo lohlobo olushicilelweyo). Okanye sebenzisa i-API yemisebenzi emininzi — UTHENGA kwi /v1/chat/ kwi-loop.
Ikhowudi ithunyelwe kwimodeli, iqhubekekiswa, kwaye isuswa. Ayigcinwanga, ayisebenziswa kuqeqesho. Ukhuseleko oluphezulu khetha i-Qwen 3 Ikhowudi — ikhoyo kwi-GPU yethu, ikhowudi yakho ayisoze ishiye i-Free.ai infrastructure. Iimodeli zepremiyamu zangaphandle (Claude, GPT-5) zihamba ngeendlela ezinikezelwa ngazo phantsi kweemeko zabo zokuphatha i-data.
Python, JavaScript, TypeScript, Java, C ++, C, C #, Go, Rust, Ruby, PHP, Swift, Kotlin, Shell / Bash, SQL, HTML / CSS - 16+ kwi-picker, ngokukhangela ngokuzenzekelayo konke okuthile okuchaphazela imodeli (Lua, Elixir, Haskell, Scala, Dart, R, MATLAB, Perl).
Ewe — UTHENGA kwi /v1/chat/ ngenkqubo yoxwebhu ecela (uhlobo + uluhlu + ezongezelelweyo) kunye nekhowudi njengomyalezo womsebenzisi. Isetyenziswa ukudibanisa uxwebhu kwinqanaba le CI okanye kwi-hook engaphambili. Bona /api/ yee-snippets.
Ubhaliso olukhululekileyo lwe-30,000 ye-token
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