Ka whakarerekē te waehere

Ko te whakataki i te waehere i roto i tētahi reo, te kōwhiri i te reo ūnga, me te whiwhi anō i te waehere ōrite ki te reo hou. E tautoko ana i ngā reo 16+ (Python ↔ JavaScript / TypeScript / Go / Rust / Java / C++ / C# / Ruby / PHP / Swift / Kotlin / Shell). Ka taea te pupuri i ngā whakahuahua, te whakahau i te whakarerekētanga ā-waha (ka whakamahia ngā tauira reo ūnga i te wā o te whakamāoritanga ā-waha), ka pupuri rānei i te hanganga 1:1 mō te arotakenga raina-i-raina.

Ko te TransCoder a Facebook he taumata rangahau, ā, kua whakawhāiti ki te C ++/Java/Python. Ko ngā utu waehere-waiere mō ngā nekehanga tūturu (VB6→.NET, …). ChatGPT e pai ana tēnei, engari ko ngā utu $20/mo mō te GPT-4 te āhuatanga e hiahiatia ana e koe. Free.ai e whakahaere ana i ngā reo 16+, e haere ana i te pūtea tohu wātea i ia rā, ā, ka whakarerekē te whakahau i waenganui i ngā āhuatanga whakamāoritanga me ngā āhuatanga whakamāoritanga.

Ko te waehere hātepe nui (hanganga raraunga, pāngarau, whakawāteatanga) e whakawāteatia ana - i te nuinga o te 90%+ tika i te whakawhitinga tuatahi. Ko te waehere e whakamahi ana i te reo-whāiti stdlib (ngā whakapaipai Python, ngā goroutines o Go, te rangatiratanga o Rust) e hiahiatia ana e te tauira hei kimi i ngā ōritetanga ā-reo - i te nuinga o te wā, engari ka whakamātautau i ngā wā katoa. Ko te waehere e whakawhirinaki ana ki ngā huinga anga (Django ORM → Rails ActiveRecord) e hiahiatia ana he whai ake a te tangata - Free.ai ka whiwhi te hanganga tika, engari ka puta ngā tauwhāiti API.

Python ↔ JavaScript (he tino mātao). Python → Go (mātao — he stdlib rāua e rua mō te nuinga o ngā mea). JavaScript → TypeScript (e tāpiri ana i ngā momo). Java → Kotlin (whakapaia - kua hangaia a Kotlin mō tēnei). C → Rust (e whakamāori ana i te hātepe papatono; ka whakahōu anō koe mō te rangatiratanga). He uaua rawa: he mea katoa → Rust i te whakamātau tuatahi (i ētahi wā e hiahiatia ana e ngā whakahuatanga o te ora te whakatū i te ringa); JavaScript → Java (he whakawhāititanga tauira i te āhua kore).

Ināianei ina whakamātauria te kōwhiringa — ka whakamāoritia ngā kōrero ki roto i te āhua o te reo ūnga (// vs # vs --). Ki te kore e whakamātauria, ka whakahōu anō te tauira i ngā kōrero ki te reo ūnga, ā, ka taea te whakakotahi i ngā kōrero-maha-wairangi.

Literal: Python `mō i, x i roto i te enumerate (arr): `ka noho JavaScript `mō (taku i = 0; i < arr.length; i++) {taku x = arr[i];... }` — rārangi-i-rārangi. Idiomatic: ka noho `arr.forEach((x, i) => {... })`. Hiku ā-tuhi ina hiahia koe ki te whakataurite i te taha-i-te taha; Hiku idiomatic ina hiahia koe ki te waehere shippable i te reo ūnga.

I te nuinga o te wā, ā, mō ngā tātai ā-rohe. Mō te waehere e kawe ana i ngā puna ā-toru, ka kōwhiria e te tauira te ōritetanga reo ūnga tata rawa (Python `requests` → JavaScript `fetch`, Java `Optional` → Rust `Option`) ā, ka tuhituhi i ngā whakakapi kāore i te mārama. Ka haere tonu te whakakotahi reo ūnga / linter i muri mai.

JSweet (Java→JS), Transcrypt (Python→JS), and Brython (Python in browser) are SOURCE-TO-SOURCE COMPILERS — they emit machine-translated, often verbose code and require runtime support. Free.ai writes IDIOMATIC code in the target language as a human would — reads naturally, no runtime, but requires review.

He — kōwhiri i te SQL hei pūtake me te ūnga, ā, ka whakamahia e te tauira te kaipōti reo i runga i te / pūnaha / sql / (PostgreSQL ↔ MySQL ↔ SQLite ↔ MSSQL ↔ Oracle ↔ BigQuery). Ka whakamahia te / pūnaha / sql / mō ngā āhuatanga whakawhiti reo ā-iwi, tae atu ki ngā tohutohu mōhio-ā-pūnaha.

Tae atu ki te 12,000 ngā āhuatanga (~180 ngā raina) i runga i te ara whakanohoia. Ko te horopaki roa-whakahaere Claude/GPT e whakahaere ana i ngā āhuatanga 200K+ — ka whakawhiti mō ngā tahuritanga katoa-dōtata.

Ka tukuna te waehere ki te tauira, ka tuwhera, ka whakakoretia. Kāore i te rokirokitia, kāore i whakamahia mō te whakaakoranga. Pick Qwen 3 Kohi mō te whakawhanaketanga nui rawa — i whakanohoia ki ngā GPUs Free.ai.

He — POST ki /v1/chat/ me te whakahau pūnaha tahuri (reo pūtake + reo ūnga + tohu āhua) me te waehere hei karere kaiwhakaari. Tirohia te /api/ mō ngā tātai.