Xuquuqda
Ganacsi isticmaal OK
380+ qaabab
Calaamado Biyaha
Ma jiro diiwaangelinta loo baahan yahay
_Nooc:
+ GPT-5, Claude, Gemini
Codsiga (ama soo dejisan faylka) iyo hesho inline docstrings, qoraalada noocyada-aware, iyo README ikhtiyaari ah - in aad doorato 5 qaabab (Google, NumPy, reST / Sphinx, JSDoc, caadi ah). Self-hosted Qwen 3 Coder waa bilaash hoos ku maalin kasta; premium Claude/GPT-5 xakamayn faylasha dheer ka fiican DocStringGenerator ama Mintlify Writer.
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Aan u gudbiyo codsigaaga...
Soo saar dukumiintiyo koodka ah oo leh AI bilaash ah. Docstrings, faallooyinka, iyo API docs.
Sida loo isticmaalo Xuquuqda
1
Ku soo geli waxa aad soo gelinayso
Tixraac qoraal, soo deji fayl, ama sharax waxa aad rabto. Aan xisaab loo baahnayn.
2
Guji abuuro
Our AI processing aad codsiga daqiiqado isticmaalaya ugu fiican ee furan-source models.
3
Soo deji & qaybi
Soo deji, nuqul, ama qaybinta natiijadaada. Bilaash u isticmaalka shakhsiga ah iyo ganacsi.
isticmaalkan qalab via API
Automatize this tool from your own code. OpenAI-ka la jaanqaada REST endpoint, Bearer-token auth, SDK dheeraad ah oo loo baahan yahay.
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."}]}'Xuquuqda — FAQ
Paste source (ama soo dejisan faylka ilaa 500KB) iyo dib u hesho koodka la mid ah docstrings, qoraalada nooc-aware, iyo — ikhtiyaari ahaan — a README.md iyo API.md soo jeedinta. Pick mid ka mid ah 5 qaababka docstring (Google / NumPy / reST-Sphinx / JSDoc-TSDoc / caadiga ah) iyo 5 soo saarka daboolida (docstrings kaliya, + inline, + README, + API ref, buuxa pack).
DocuWriter.ai waxay ku qaadataa $ 19 / mo oo aan xaddidnayn oo ku xiran qaabka-beddelka ka dambeeya heerarka la bixiyo. Tabnine waxay ku dartaa faahfaahin gaaban oo ku jira qayb ka mid ah qorshaha $ 12 / mo Pro. Free.ai waxay ku socotaa dukaanka maalinlaha ah ee maalinlaha ah oo aan lahayn lacag bille ah, waxay taageertaa dhammaan 5 qaababka heerka bilaashka ah, waxayna ku soo saari kartaa README + tixgelin buuxda API hal mar oo aan IDE plugins ahayn.
Ha - nidaamka farriinta mamnuucaya rename, reordering, ama bedelida manhaj kasta. kaliya docstrings iyo faallooyinka la kordhiyay. "Original" aragtida in natiijada panel kuu ogolaanaya inaad xaqiijiso by dib u wareeg; nuqul-ku dhejiso version la diiwaangeliyey in aad faylka la kalsooni.
Google ee mashruucyada Python cusub ee 2018+ (mkdocs / pdoc si nadiif ah u muuji). NumPy Python cilmi-baarista (matplotlib, scikit-learn convention). reST / Sphinx oo loogu talagalay mashruucyada Python ee hore ee Sphinx autodoc. JSDoc / TSDoc ee JavaScript / TypeScript (waxay la shaqeysaa VSCode IntelliSense iyo TypeDoc).
Haa - dooro "Docstrings + README.md" ama "Full pack" scope. README waxaa ka mid ah magaca mashruuca, mid-line tagline, rakibidda amar (pip / npm / cargo / go-get ka soo baxay afka), 30-second quickstart, key API wicitaan, iyo liisan placeholder.
API soo jeedinta (Markdown) liiska calaamad kasta oo dadweynaha ku urursan by file / fasalka la saxiixday, ujeedada, parameters, soo noqnoqda, iyo tusaale ah oo la yiraahdo - diyaar u ah in lagu dhejiyo `docs /` folder, ReadTheDocs, ama goobta GitHub Pages. Inline docstrings nool yihiin koodhka oo keliya. Pick "Full pack" si ay labadaba u helaan hal mar.
Qwen 3 Coder (default, free pool) xakamayn ~ 95% faylasha hoos 200 liiska si fiican. DeepSeek R1 faylasha aad rabto in aad ka fikiro qoto dheer oo ku saabsan xaaladaha cidhibta docstring waa in la xuso. Premium Claude Sonnet 4 / GPT-5 ee dhammaan-paketdokumentation socday in ka badan 1,000 liiska — waxay leeyihiin context weyn oo soo saara qaabka ka sii isku mid ah oo dhan faylasha.
Haa — marka "Add type info" waa la tirtiray qaabka isticmaalaya noocyada jira in ay jiraan iyo in ay ka soo baxaan noocyada macquul ah oo ka mid ah isticmaalka in ayna jirin. noocyada inferenced waa si cad loogu soo bandhigay docstring (Args qaybta / @param tag) si ay u sii reviewable. code dhabta ah in aan la ku daray by Xuquuqda — isticmaal / code / refactor / la "Type amniga" ujeedka in.
Codsi kasta, ku dheji ilaa 12,000 xaraf (~ 180 liiska). Mashruuca faylka badan, ku socda file-by-file (xariiq code isku mid ah oo ka mid ah qalabkan, ka dibna riix "Isbarbardhigay" si aad u hesho imtixaan loogu talagalay nooca la diiwaan galiyay). Ama isticmaal API-ka shaqada batch — POST in /v1/chat/ in a loop.
Code waxaa loo diraa qaabka, la dhaqaajiyo, iyo la tirtiro. Ma kaydin, ma loo isticmaali tababarka. Si aad u gaar ah ugu badan dooro Qwen 3 Coder — self-hosted on our GPUs, code aad marnaba ka tagaan Free.ai dhismayaasha.
Python, JavaScript, TypeScript, Java, C ++, C, C #, Go, Rust, Ruby, PHP, Swift, Kotlin, Shell / Bash, SQL, HTML / CSS - 16+ ee doorbidaha, oo leh auto-ka-qabashada wax kasta oo kale oo moodelku aqoonsado (Lua, Elixir, Haskell, Scala, Dart, R, MATLAB, Perl).
Haa — POST in /v1/chat/ la nidaamka dukumintiga soo jeedin (style + scope + extras) iyo koodka sida fariinta isticmaalaha. faa'iido u leh in la isku xiro dukumintiga in tallaabo CI ama hore u-commit hook. Eeg /api/ for snippets.
Ka diiwaangashan bilaash ah 30,000 calaamadaha
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