Kunyora
Kushandiswa kwekutengesa OK
380 + mamodheru
Hapana mvura
Hapana kumbobvira kushanyira
Model:
+ GPT-5, Claude, Gemini
Peta kodhi (kana wedzera faira) uye uwane inline docstrings, mashoko anozivikanwa nemhando, uye zvakasiyana README — musarudzo yako ye5 styles (Google, NumPy, reST / Sphinx, JSDoc, plain).Self-hosted Qwen 3 Coder ndeyemahara pasi pezuva nezuva pool; premium Claude/GPT-5 kudzora mafile akareba zviri nani kupfuura DocStringGenerator kana Mintlify Writer.
Zvinotevera
_Zvirongwa
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Kugadzirisa yako mibvunzo...
Kugadzira kodhi yekunyora nemahara AI. Docstrings, mashoko, uye API docs.
Maitiro ekuisa Kunyora
1
Sarudza yako input
Tinya meseji, wedzera faira, kana kuti nyora zvaunoda. Hapana account yaunoda.
2
Tinya kuumba
Our AI inoongorora yako mibvunzo mumasekondi nekushandisa yakanakisa open-source mamodheru.
3
Dhawunirodha & shandisa
Dhawunirodha, kopa kana kugovera yako mhinduro. Yemahara yemunhu uye yekutengesa kushandiswa.
Usashandisa iyi chirongwa kuburikidza neAPI
Automatize iyi chirongwa kubva yako pachako code. OpenAI-inowirirana REST endpoint, Bearer-token auth, hapana zvishoma SDK zvinodiwa. Token mutengo kusangana web interface.
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."}]}'Zvinoenderana neFree AI Tools
Kunyora — FAQ
Peta chigadzirwa (kana kurodha pasi faira kusvika 500KB) uye regazve iyo code nedocstrings, zvirevo zvinoziva rudzi, uye - kana zvakakodzera - README.md uye API.md reference. Choose imwe ye5 docstring styles (Google / NumPy / reST-Sphinx / JSDoc-TSDoc / plain) uye 5 output scopes (docstrings chete, + inline, + README, + API ref, full pack). Code body inogara byte-for-byte imwechete; chete docstrings uye zvirevo zvinowedzerwa.
Mintlify Writer ndeyemahara VSCode kuvandudzwa kwaanoita inline docstrings chete — hapana README, hapana API ref. DocuWriter.ai inobhadharisa $ 19 / mo yezvisiri pamutemo uye magate style-switching pamberi pezvikwereti zvikwereti. Tabnine inowedzera zvishoma zvinyorwa mumisoro sechikamu cheiyo $ 12 / mo Pro plano. Free.ai inofamba kuburikidza nezuva nezuva token pool pasina mubhadharo wemwedzi, inotsigira zvese 5 zvimiro mumahara zvikwereti, uye inogona kuburitsa README + yakazara API reference muimwe shot iyo IDE plugins haigone.
Hapana — system prompt inokurambidza kushandura zita, kuchinja hunhu, kana kuchinja chero chinhu. Kuwedzera kwedocstrings nemashoko chete ndiko kunoitwa. "Original" mufananidzo mumhedzisiro paneli unokubvumidza kuti uone nekudzokera; kopa-peta iyo yakanyorwa vhezheni mufaira rako nechokwadi.
Google yePython mapurojekiti matsva mu2018+ (mkdocs / pdoc inogadzira zvakachena). NumPy yesainzi Python (matplotlib, scikit-kudzidza musangano). reST / Sphinx yekare Python mapurojekiti aive paSphinx autodoc. JSDoc / TSDoc yeJavaScript / TypeScript (inoshanda neVSCode IntelliSense uye TypeDoc). Plain kana iwe uchida imwe pfupi yekutaura mitsara pabasa uye hapana formal blocks.
Yeah — pick "Docstrings + README.md" or "Full pack" scope. The README inosanganisira zita reprojekiti, imwe-line tagline, kuisa command (pip / npm / cargo / go-get inofungidzirwa kubva mutauro), 30-second quickstart, chikuru API kufona, uye a license placeholder. For richer marketing-grade README copy, chain into our /code/readme/ tool after.
API reference (Markdown) inonyora zvese zviratidzo zvevanhu zvakabatanidzwa ne file/class ne signature, purpose, parameters, returns, uye imwe muenzaniso wekufona — yagadzirira kuiswa mu `docs/` folder, ReadTheDocs, kana GitHub Pages site. Inline docstrings dzinogara mu code pachayo. Choose "Full pack" to get both at once.
Qwen 3 Coder (default, free pool) anobata ~ 95% yemafaira pasi 200 mativi zvakanaka. DeepSeek R1 yemafaira uko iwe uchida kudzika pfungwa nezve edge cases iyo docstring inofanira kutaura. Premium Claude Sonnet 4 / GPT-5 yese-pakeji yekunyora inofamba pamusoro pe 1,000 mativi — ivo vanochengeta makuru mamiriro uye vanogadzira zvakawanda zvakaomarara style pakati pemafaira.
Yeah — kana "Add type info" yakasimbiswa, iyo model ichashandisa zvinonetsa matype anotations kana paine uye ichafunga matypes akakodzera kubva pakushandiswa kana paine. Matypes akakodzera anoiswa mudocstring (Args section / @param tag) kuitira kuti akwanise kuongororwa. Macode anotations haazowedzerwe neiyo tool — shandisa /code/refactor/ ne "Type safety" goal.
Per call, paste up to 12,000 characters (~180 lines). For multi-file projects, run file-by-file (chain the same code through Kunyora, then click "Generate tests" to get tests for the documented version). Or use the API for batch jobs — POST to /v1/chat/ in a loop.
Code is sent to the model, processed, and discarded. Not stored, not used for training. For maximum privacy pick Qwen 3 Coder — self-hosted on our GPUs, your code never leaves Free.ai infrastructure. External premium models (Claude, GPT-5) route through their respective providers under their data-handling terms.
Python, JavaScript, TypeScript, Java, C ++, C, C #, Go, Rust, Ruby, PHP, Swift, Kotlin, Shell / Bash, SQL, HTML / CSS - 16 + mupicker, neauto-kutadza kune zvese zvimwe zvinoenderana nechigadzirwa (Lua, Elixir, Haskell, Scala, Dart, R, MATLAB, Perl).
Yeah — POST to /v1/chat/ with the documentation system prompt (style + scope + extras) and the code as the user message. Useful for plugging documentation into a CI step or a pre-commit hook. See /api/ for snippets.
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