C++ Umenzi
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Imodeli:
+ GPT-5, Claude, Gemini
Describe a class or feature and get modern C++23 - RAII + smart pointers, ranges, std::expected typed errors, std::format. CMakeLists.txt snippet emitted alongside. Self-hosted Qwen 3 Coder is free under the daily pool; premium Claude Sonnet / GPT-5 are worth it for complex template puzzles.
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Yenza ikhowudi ye C++ nge-AI ekhululekileyo. Inkqubo yodweliso lwenkqubo kunye ne algorithms.
Indlela yokusebenzisa C++ Umenzi
1
Faka ingxelo yakho
Bhala umbhalo, ulayishe ifayili, okanye ucacise ofuna ukuyenza. Akukho akhawunti efunekayo.
2
Cofa ukudala
I-AI yethu iqhubekekisa isicelo sakho ngemizuzu embalwa usebenzisa imodeli elungileyo yomthombo ovulekileyo.
3
Layisha ezantsi
Layisha ezantsi, kopela, okanye udibanise isiphumo sakho. Ikhululekileyo kwimisebenzi yobuqu nezorhwebo.
Sebenzisa le sixhobo nge-API
Yenza ukuba le sixhobo sisebenze ngokuzenzekelayo ukusuka kwikhowudi yakho. I-OpenAI-ehambelanayo REST endpoint, Bearer-token auth, akukho SDK efunekayo. Ixabiso le-token lihambelana 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
C++ Umenzi - FAQ
I-C++23 eNtsha (ne-C++17/20 i-fallbacks esuka kwi-target picker) - RAII + izikhombisi ezinamandla (akukho kutsha/ukucima), constexpr apho kunokwenzeka khona, iindidi + iimbono, std:: elindelekeyo kwiimposiso ezibhaliweyo, std:: ifomati yemveliso. 8 uhlobo lwezicwangciso eziphambili (Isicelo esiNtsha / Incwadi ye-Header- kuphela / Efakwe / CUDA / OpenGL imifanekiso / I-Multi- threaded nge std:: jthread / Boost / Catch2 iimvavanyo). CMakeLists. txt isicatshulwa esikhutshwa ngaphaya.
Yes - a typical class with header + impl + tests costs ~2,000 tokens on Qwen 3 Coder, inside the 6,000 anonymous / 30,000 signed-up daily pool. C++ is verbose so deeper outputs cost more - premium Claude Sonnet / GPT-5 are worth it for complex template puzzles.
Copilot ($10 / $19 business / $39 enterprise monthly) igqiba imigca njengoko ubhala. Isalathisi ($20/ mo) yi IDE epheleleyo eneenkcukacha ezingcono zefayile. Tabnine ($12/ mo Dev) ikhuselekile- kuqala. Isixhobo sethu sikwi web- esekelwe esinye- isithuthi - chaza udidi, fumana okubhaliweyo okuphezulu kwephepha + impl + iimvavanyo. C++ yinye yeelwimi ezinzima ze nayiphi na i LLM - iimodyuli eziphezulu zexabiso zifumana ukuhlala kwabo apha ngaphezulu kune Python.
C++23 ngokungagqibekanga (inkqubo ezinzileyo eyaziwayo). Nciphisa nge target picker - C++20 (iinkcazo, ii modules, amaqondo), C++17 (ezidityaniswe, ezikhethwayo, utshintsho, i STL efana), C++14 (uhlobo oluya- buyela- ngokuzenzekelayo, i lambdas eqhelekileyo), C++11 (shenxisa i semantics, izikhombisi ezinamandla - ezincinci kakhulu zokwenziwa). Iimfuno ezidala zikhona kodwa imodeli ikulwa nawe ngazo.
Ewe - elo ligunya 1 kwindlela yokusebenza yombuzo. Iindlela zilawula ngokwazo nge unique_ ptr / shared_ ptr / ifayile eziphathayo ezijikelezwe kwi RAII yomsebenzi womntu. Iindlela ezintsha ezitsha kunye nokucima zivela kuphela xa zisebenzisa iziqulatho zomsebenzi womntu, kwaye nalapho nge njongo ecacileyo ebizwa ngokuba kucoceko. Akukho manzi, akukho zicimi ezimbini.
Khetha i-CUDA emiselweyo. Imveliso yi-.cu iifayili ezinemisebenzi ye-__global__ kernel, ubungakanani obufanelekileyo be-grid/i-block, uvimba weefayili osasazwayo apho inceda khona, i-async streams xa i-overlap ibalulekile, ukukhangela impazamo nge-cudaGetLastError. Iquka i-CMake hookup ye-enable_language(CUDA).
Khetha i-Multi-threaded nge-std::jthread emiselweyo. Imveliso isebenzisa i-C++20 std::jthread (ukungena ngokuzenzekelayo), std::stop_token yorhoxiso olusebenza kunye, std::latch / std::barrier yezinto ezihamba kunye, std::atomic_ref yokusebenza kwe-atomic kwi-data ekhoyo. I-Coroutines (co_await, co_return) apho injongo >= C++20 kwaye zilungele.
Khetha i-Header-only library preset. Yonke into i-templated okanye i-inline, ODR-safe, akukho.cpp ifayili ifunekayo. I-Header ikhusela okanye i-pragma kabini, indawo yegama-i-scoped, akukho imeko yehlabathi. Elula ukuwakhupha kwiprojekti enye njenge.hpp.
Khetha i-Embedded preset. Imveliso ikhusela iziphumezi-miyalelo ne RTTI (iiflegi eziqhelekileyo ezifakwe kwi-compiler), ikhetha i-std:: span ngaphezulu kweendawo zokugcinwa, i-std:: array ngaphezulu kwe-std:: vector, akukho nikezelo lwe-heap kwikhowudi ehlala ikhona, konke constexpr apho kunokwenzeka khona. I-CMake snippet isebenzisa -fno- exceptions -fno- rtti.
Le yi bar - clang- tidy clean, ASan / UBSan clean. Umgangatho okhululekileyo we Qwen ngamanye amaxesha uvelisa ibugprone- narrowing- conversion okanye cppcoreguidelines- pro- bounds- pointer- arithmetic warning; iimodeli eziphezulu zitsala ngakumbi ngokukhawulezayo. Soloko uqhuba izihlandlo phambi kokufaka.
Ewe - khetha iCatch2 iimvavanyo ezicwangcisiweyo, okanye tshintshela Quka iimvavanyo nakweyiphi na indlela. Imveliso isebenzisa iCatch2 v3 nge TEST_ CASE / SECTION / REQUIRE_ THAT + abathelekiseli. Yemveliso ye doctest, chaza doctest kwinkcazo yakho. CMake idibanisa iquka injongo yovavanyo.
Ewe - UTHENGA kwi /v1/ incoko/ ngenkqubo efanayo yombuzo. Isetyenziswa kwi IDE i plugins (CLion, VS Code nge C++ ext), yenza-ipayipi i-scaffolding, okanye ukudala ngokuzenzekelayo i-boilerplate malunga ne proto/IDL iinkcazo. Ugunyaziso lomthwalo, umyinge omiselweyo. Iidocs kwi /api/.
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