10 澶 GitHub Copilot 鏇夸唬鍝侊紙2024 骞达級-HashDork

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閭ｄ箞锛屼粈涔堟槸 GitHub Copilot锛烖/a>
鏈€浣 GitHub Copilot 鏇夸唬鍝?/a>+ -
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鍘诲勾锛孏itHub 鍙戝竷浜 Copilot锛岃繖鏄粬浠€淎I 閰嶅绋嬪簭鍛樷€濈殑棰勮鐗堬紝杩欐槸涓€绉嶄唬鐮佸畬鎴愮被鍨嬪伐鍏凤紝鍙湪鎮ㄧ殑 IDE 涓彁渚涜鎴栧姛鑳藉缓璁€

姣棤鐤戦棶锛屽畠鍦ㄧ紪绋嬭涓氬強鍏朵粬棰嗗煙寮曡捣浜嗚桨鍔紝浣犲緢鍙兘鍚杩囦竴浜涘叧浜庡畠鐨勪簨鎯呫€

Copilot 鈥滅悊瑙ｂ€濇暟鍗佺璇█锛岀幇鍦ㄥ彲鐢ㄤ簬 Visual Studio Code 鍜 VS Code 鍚庣鏀寔鐨勭郴缁燂紝渚嬪 GitHub 鐨 Codespaces銆

鎶€鏈瑙堢殑鐗圭偣鏄€滅壒鍒€傜敤浜 Python銆丣avaScript銆乀ypeScript銆丷uby 鍜 Go鈥濄€

鎺ュ彈榛樿浠ｇ爜鍒涙剰銆佸惊鐜祻瑙堟洿澶氬缓璁€佺紪杈戞偍鎺ュ彈鐨勪唬鐮佹垨鍦ㄤ唬鐮佷腑鐨勭壒瀹氫綅缃畬鍏ㄦ嫆缁 Copilot 寤鸿銆

Copilot 鐩墠鍙兘閫氳繃鎺堟潈璇锋眰鑾峰緱銆浣嗗埆鎷呭績锛瀛樺湪鍚勭瑙勬牸鐨勯€夐」銆侟/span>

鍦ㄨ繖绡囨枃绔犱腑锛屾垜浠皢娣卞叆浜嗚В GitHub Copilot 浠ュ強鎮ㄥ彲浠ョ珛鍗充娇鐢ㄧ殑鏈€浣虫浛浠ｆ柟妗堛€侟/span>

閭ｄ箞锛屼粈涔堟槸 GitHub 鍓┚椹迭/span>?

GitHub Copilot 鏄 OpenAI 鍜 GitHub 鍏卞悓寮€鍙戠殑浠ｇ爜琛ュ叏宸ュ叿銆瀹冧娇鐢 OpenAI 鐨 Codex锛屼竴绉嶅湪 GitHub 涓婄粡杩囨暟鍗佷嚎琛屼唬鐮佽缁冪殑杞崲鍣紝鏍规嵁褰撳墠鏂囦欢鐨勫唴瀹瑰拰鍏夋爣鐨勪綅缃敓鎴愪唬鐮併€侟/span>

Copilot 鏀寔 Python銆丣avaScript銆乀ypeScript銆丷uby 鍜 Go锛屽苟涓庢祦琛岀殑浠ｇ爜缂栬緫鍣ㄤ竴璧蜂娇鐢紝渚嬪 Visual Studio Code銆乂isual Studio銆丯eovim 鍜 JetBrains IDE銆侟/span>

鏍规嵁 GitHub 鍜岀敤鎴峰弽棣堬紝Copilot 鍙互鐢熸垚瀹屾暣鐨勪唬鐮佽銆佸嚱鏁般€佹祴璇曞拰鏂囨。銆瀹冩墍闇€瑕佺殑鍙槸涓婁笅鏂囧拰鍚 GitHub 鎻愪氦浠ｇ爜鐨勫紑鍙戜汉鍛樼殑鍔姏锛屾棤璁轰粬浠殑杞欢璁稿彲濡備綍銆侟/span>

褰 Copilot 娴嬭瘯缁撴潫鏃讹紝GitHub 灏嗗畾浠锋彁渚涚粰涓汉鐢ㄦ埛銆浼氬憳鎻愪緵 60 澶╃殑鍏嶈垂璇曠敤鏈燂紝涔嬪悗姣忎綅鐢ㄦ埛姣忔湀鏀惰垂 10 缇庡厓鎴栨瘡骞 100 缇庡厓銆侟/span>

鏈€浣 GitHub Copilot 鏇夸唬鍝?/span>

1. Visual Studio IntelliCode

IntelliCode 鏄竴绉嶅彲閫氳繃 Visual Studio 鐙璁块棶鐨 Microsoft 宸ュ叿锛屾槸涓€绉嶅湪 GitHub 椤圭洰鏍锋湰涓婅缁冪殑瀹為獙鎬 AI 缂栫爜杈呭姪宸ュ叿銆鎮ㄧ殑瀹屾垚鍒楄〃鐢 IntelliCode 纭畾浼樺厛绾э紝浠ヤ究鎮ㄦ渶鏈夊彲鑳戒娇鐢ㄧ殑椤圭洰浣嶄簬鏈€鍓嶉潰銆侟/span>

鍥㈤槦鐨勫畬鎴愭槸 IntelliCode 鏇村叿鍚稿紩鍔涚殑鍔熻兘涔嬩竴銆瀵逛簬鏋舵瀯鍩轰簬 Microsoft 鐨勪紒涓氫互鍙婂湪杩滅▼宸ヤ綔鏃朵唬涔犳儻浜 Visual Studio 鐨勫伐绋嬪笀鑰岃█锛屽洟闃熷畬鎴愬彲鑳芥槸鏈夊埄鐨勩€

IntelliCode 鎻愪緵璇彞瀹屾垚鍜岀鍚嶆柟闈㈢殑甯姪锛屼互鍙婁娇鐢ㄦ渶浣冲弬鏁扮殑寤鸿銆鍦 Visual Studio 2022 涓紝IntelliCode 棰勮浜嗕换浣曟敮鎸 C#銆丆++銆乀ypeScript/JavaScript 鎴 XAML 鐨勪换鍔°€侟/span>

2. 濉斿竷瀹?/span>

Tabnine 鏄渶鏃╂姇鏀惧競鍦虹殑浠ｇ爜瀹屾垚绋嬪簭涔嬩竴锛堟浘缁忚绉颁负 Codota锛夈€ 鍦ㄦ偍棣栭€夌殑 IDE 涓紝Tabnine 浠ｇ爜瀹屾垚鎻掍欢鏀寔鎵€鏈夋渶娴佽鐨勮瑷€銆佸簱鍜屾鏋躲€侟/span>

Tabnine AI 妯″瀷浠呭湪璁稿彲鐨勫紑婧愯鍙唬鐮佷笂杩涜璁粌锛岀‘淇濇偍鐨勫伐浣滃缁堝睘浜庢偍銆

Tabnine Pro 浼氬憳璧勬牸鍖呮嫭鏍规嵁鎮ㄧ殑浠ｇ爜璁粌鎮ㄨ嚜宸辩殑绉佹湁 AI 妯″瀷骞舵帴鏀堕€傚悎鎮ㄧ殑椋庢牸鍜屾ā寮忕殑鑷畾涔変唬鐮佸畬鎴愮殑鑳藉姏銆侟/span>

鎮ㄤ笉蹇呬緷璧栧瓨鍌ㄥ簱涓櫎鎮ㄨ嚜宸变互澶栫殑浠讳綍浜虹敓鎴愮殑浠ｇ爜銆侟/span>

鎵樼鍜岃缁冩偍鑷繁鐨 AI 妯″瀷鐨勮兘鍔涘厑璁歌法 IDE 涓哄洟闃熷拰缁勭粐鍗忎綔鑷姩瀹屾垚銆瀹冭繕鎻愰珮浜嗕唬鐮佸畨鍏ㄦ€э紝鍥犱负鎮ㄥ彲浠ュ湪瀹夊叏鐨勫叕鍙告湇鍔″櫒涓婄淮鎶や唬鐮佸簱鍜 AI 妯″瀷銆侟/span>

姝ゅ锛屼笌 Copilot 鐩告瘮锛孴abnine 涓烘偍鐢熸垚浠ｇ爜鎵€闇€鐨勪笂涓嬫枃瑕佸皯寰楀銆瀹為檯涓婏紝Tabnine 浼氬湪鎮ㄩ敭鍏ユ椂鎻愪緵涓嚎鎯虫硶锛岃€屼笉鏄湪鎮ㄥ畬鎴愬墠涓€琛屼唬鐮佸悗鎻愪緵涓嬩竴琛屼唬鐮佺殑寤鸿銆侟/span>

3. 鐖盭coder

AiXcoder 鏄竴涓己澶х殑浠ｇ爜瀹屾垚鍜屾悳绱㈠紩鎿庯紝瀹冧娇鐢ㄥ皷绔殑娣卞害瀛︿範鎶€鏈€

瀹冨叿鏈夋彁鍑轰竴鏁磋浠ｇ爜鐨勮兘鍔涳紝杩欏皢浣挎偍鏇村揩鍦板紑鍙戙€ AiXcoder 杩樻湁涓€涓唬鐮佹悳绱㈠紩鎿庯紝鍙互甯姪浣犲湪 GitHub 涓婃煡鎵 API 鐢ㄤ緥銆

AiXcoder 閫氳繃鍒╃敤灏栫鐨勬繁搴﹀涔犳ā鍨嬪帇缂╃畻娉曞湪鏈湴娴佺晠鍦拌繍琛屻€ 澶ч噺鐨勫紑婧愪唬鐮佺敤浜庤缁冩ā鍨嬨€侟/span>

鎼滅储绐楀彛涓 IDE 杞绘澗闆嗘垚锛屽厑璁告偍鍦 GitHub 涓婃悳绱㈠紑婧愪唬鐮併€

娣卞叆瀛︿範鍦ㄦ悳绱㈢粨鏋滀腑鐢ㄤ簬杩囨护鍑洪珮璐ㄩ噺鐨勪唬鐮併€ 鏌ユ壘 API 绀轰緥骞朵娇鐢ㄥ畠浠€ 鎼滅储鍙瘮杈冪殑浠ｇ爜浠ラ槻姝㈤噸澶嶄唬鐮併€侟/span>

4. 榛戠洅

Blackbox 鍏佽鎮ㄤ粠浠讳綍瑙嗛涓€夋嫨浠ｇ爜锛岀劧鍚庡皢鍏跺鍒跺埌鎮ㄧ殑鏂囨湰缂栬緫鍣ㄤ腑銆瀹冨儚榄旀湳涓€鏍峰伐浣溿€

瀹冨厑璁告偍浠庝换浣曡棰戜腑鎻愬彇浠ｇ爜锛屾棤璁烘偍鏄湪 YouTube銆丆oursera 鎴 Udemy 涓婅鐪嬬紪鐮佽绋嬶紝杩樻槸鍦 Zoom銆丟oogle Meet 鎴 Teams 涓婁笌鎮ㄧ殑鍥㈤槦鍚堜綔銆侟/span>

瀹冧笌鎵€鏈夊吋瀹缂栫▼璇█ 骞朵繚鐣欏噯纭殑浠ｇ爜缂╄繘銆涓嶉渶瑕佺寮€鎮ㄧ殑缂栫爜鐜 涓轰簡瀵绘壘瑙ｅ喅鏂规鏉ュ紑鍙戞煇绉嶅姛鑳姐€

鏃犻渶绂诲紑鎮ㄧ殑鐜銆佹墦寮€澶ч噺閫夐」鍗℃垨婊氬姩娴忚鏂囨。椤甸潰锛孊lackbox 灏卞彲浠ヨ交鏉捐瘑鍒纭殑浠ｇ爜鐗囨銆

姝ゅ锛屽畠鍙互鐢ㄤ换浣曠紪绋嬭瑷€鐢熸垚鎮ㄦ兂瑕佺殑浠ｇ爜鐗囨銆鍙渶杈撳叆鎮ㄧ殑闂銆侟/span>

5. 浜氶┈閫 CodeWishperer

Amazon CodeWhisperer 鏄竴涓鏈哄櫒瀛︿範 (ML) - 涓€绉嶅己澶х殑宸ュ叿锛岄€氳繃鍩轰簬鑷劧璇█娉ㄩ噴鍜岄泦鎴愬紑鍙戠幆澧 (IDE) 涓殑浠ｇ爜鐢熸垚浠ｇ爜寤鸿鏉ユ彁楂樺紑鍙戜汉鍛樼殑宸ヤ綔鏁堢巼銆

寮€鍙戜汉鍛樺彲浠ュ悎涔庨亾寰峰湴闆囩敤浜哄伐鏅鸿兘 (AI) 鏋勫缓瀹夊叏涓旇娉曞噯纭殑搴旂敤绋嬪簭銆鐢熸垚瀹屾暣鐨勫姛鑳藉拰閫昏緫浠ｇ爜鍧楋紝鑰屾棤闇€娴忚浜掕仈缃戝苟鑷畾涔変唬鐮佺墖娈点€侟/span>

鎮ㄥ彲浠ヤ笓娉ㄤ簬 Java銆丳ython 鎴 JavaScript 搴旂敤绋嬪簭鐨勫疄鏃跺畾鍒朵唬鐮佸缓璁紝鑰屾棤闇€绂诲紑 IDE銆

Amazon CodeWhisperer 鐢辨満鍣ㄥ涔 (ML) 椹卞姩锛岄€氳繃鍦ㄩ泦鎴愬紑鍙戠幆澧 (IDE) 涓牴鎹嚜鐒惰瑷€娉ㄩ噴鍜屼唬鐮佺敓鎴愪唬鐮佸缓璁潵甯姪寮€鍙戜汉鍛樻彁楂樼敓浜у姏銆

鑷姩浠ｇ爜寤鸿浣垮紑鍙戜汉鍛樿兘澶熷姞蹇墠绔拰鍚庣寮€鍙戙€ CodeWhisperer 鍙互鍒涘缓鐢ㄤ簬鏋勫缓鍜岃缁 ML 妯″瀷鐨勪唬鐮併€侟/span>

6. 缁濆湴

Jedi 鏄竴涓紪杈戝櫒鎻掍欢鍜屼竴涓 Python 浠ｇ爜杩涜闈欐€佸垎鏋愮殑 IDE銆 Jedi 寮鸿皟鑷姩瀹屾垚鍜 goto 鍔熻兘绛夈€ 浠ｇ爜鎼滅储銆侀噸鏋勫拰瀹氫綅寮曠敤鏄繘涓€姝ョ殑鍔熻兘銆 Jedi 鎻愪緵浜嗕竴涓敤鎴峰弸濂界殑 API銆

浣滀负 VIM 鎻掍欢锛屽彲浠ヨ闂弬鑰冨疄鐜般€ 浣犲彲浠ヨ浣犵殑 REPL 鑷姩瀹屾垚銆瀹冭 IPython 鍘熺敓浣跨敤銆

姝ゅ锛屽畠鍙互涓 CPython REPL 瀹夎銆閴翠簬鍏跺箍娉涚殑娴嬭瘯锛屽畠搴旇鏈変竴浜涢棶棰樸€侟/span>

鑴氭湰鍏呭綋 Jedi 瀹屾垚銆乬oto 浠ュ強鎮ㄥ彲鑳介渶瑕佺殑浠讳綍鍏朵粬鍐呭鐨勫熀纭€銆杩欎釜绫昏繕鍖呮嫭涓€涓В閲婂櫒銆

瀹冮€傜敤浜庡疄闄呯殑瀛楀吀浠ュ強 REPL銆鍦ㄧ紪杈戝櫒涓慨鏀逛唬鐮佹椂搴斾娇鐢ㄦ绫汇€ 澶у鏁版柟娉曢兘鍖呭惈琛屽拰鍒楀弬鏁般€

缁濆湴绾挎€绘槸浠庝竴寮€濮嬶紝鑰屽垪鎬绘槸浠庨浂寮€濮嬨€ 瀹冧滑閫氬父娌℃湁璁板綍浠ラ伩鍏嶉噸澶嶃€侟/span>

7. 绉戣开鍔燑/span>

Codiga 鏄竴涓钩鍙帮紝浣垮紑鍙戜汉鍛樿兘澶熸洿蹇湴缂栧啓鏇村ソ鐨勪唬鐮併€ 寮€鍙戜汉鍛樺彲浠ヤ娇鐢 Codiga 缂栫爜鍔╂墜鐩存帴浠庝粬浠殑 IDE 鐢熸垚銆佸垎鍙戝拰閲嶇敤浠ｇ爜鐗囨銆

寮€鍙戜汉鍛樺彲浠ョ洿鎺ュ湪浠栦滑鐨 IDE 涓悳绱㈠彲閲嶇敤浠ｇ爜锛岃€屼笉鏄氮璐规椂闂存悳绱€ Codiga 浠ｇ爜鍒嗘瀽鍜岃嚜鍔 Cod 瀹℃煡鍙互绔嬪嵆鍙戠幇姣忎釜鎷夊彇璇锋眰鎴栨帹閫佷腑鐨勭紪鐮侀棶棰樸€侟/span>

Codiga 鍙瘑鍒畨鍏ㄦ€с€佹紡娲炪€佸鏉傚姛鑳藉拰浠ｇ爜閲嶅闂銆瀹冭繕鎶ュ憡 CVE 鍜 CWE 婕忔礊锛屼互鍙婁换浣曡繃鏃剁殑渚濊禆椤广€

Codiga 涓 GitHub銆丟itLab 鍜 Bitbucket 闆嗘垚锛屽彲浠ュ湪鍑犵閽熷唴瀹屾垚璁剧疆銆瀹冧笌浠讳綍 CI/CD 鎻愪緵绋嬪簭鍏煎銆

瀹冩寮忔敮鎸 GitHub Actions銆丆ircle CI 鍜 AWS CodeBuild锛屽苟鎻愪緵涓庤嚜瀹氫箟绠￠亾闆嗘垚鐨勫伐鍏枫€ Codiga 鏀寔瓒呰繃 2,000 鏉¤鍒欙紝骞朵互瓒呰繃 12 绉嶈瑷€杩愯銆侟/span>

8. JetBrains 鏁版嵁搴掽/span>

鏄渶濂界殑骞冲彴 Jupyter绗旇鏈?/a>. 鍦 Jupyter 绗旇鏈腑锛屽彲浠ヨ闂 Python 鐨勬櫤鑳界紪鐮佽緟鍔╁伐鍏枫€

鎮ㄥ彲浠ュ湪寮哄ぇ鐨 CPU 鎴 GPU 涓婃墽琛屼唬鐮侊紝涓庡悓琛屽疄鏃跺伐浣滐紝浜ゆ崲缁撴灉锛岀敋鑷冲叡浜畠浠€侟/span>

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閭ｄ箞锛屼粈涔堟槸 GitHub 鍓┚椹迭/span>?