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Yakha Umakhi Wemisebenzi Ye-Jev ne-LLM Wabadlali Abaningi usebenzisa i-Liveblocks

Funda ukufaka idemo yomakhi wemisebenzi ye-Jev, ulungise iziqinisekiso ze-Liveblocks, i-Typesafe, ne-Vercel AI Gateway, uqalise iseva yokuthuthukisa, wakhe imisebenzi exhumanisa i-Jev nama-LLM, uhlole kusengaphambili ukuqaliswa kokuhlola, usebenzise imisebenzi nge-REST API, futhi uhlole ubukhona babadlali abaningi nezikhombisi.

Cishe imizuzu engu-13 yokufunda
Yakha Umakhi Wemisebenzi Ye-Jev ne-LLM Wabadlali Abaningi usebenzisa i-Liveblocks

Okwenziwa yi-Jev Workflow Builder

I-Jev workflow builder iwuhlelo lokubonisa olusetshenziselwa ukudala ama-workflow e-AI anabasebenzisi abaningi. Ihlanganisa i-Jev namamodeli ezilimi amakhulu, futhi isebenzisa i-Liveblocks ukuze inikeze isimo esabiwe namakhesa okusebenzisana.

Ngemva kokuqala uhlelo, ungaxhumanisa i-Jev nama-LLM, uhlole ukubuka kuqala kokusebenza kokuhlolwa kwe-workflow, ubize i-workflow nge-REST API, futhi ubuke abanye ababambiqhaza besebenza endaweni efanayo yokusebenzisana.

Izici Ezibalulekile

  • Ukwakha i-workflow ngokubuka: Xhumanisa izingxenye ze-Jev nama-LLM zibe yi-workflow.
  • Ukusebenzisana kwabasebenzisi abaningi: Bona isimo esabiwe sohlelo namakhesa abanye abasebenzisi nge-Liveblocks.
  • Ukuhlola i-workflow: Hlola ukubuka kuqala kokusebenza kokuhlolwa ngaphambi kokubiza i-workflow ngaphandle kohlelo.
  • Ukufinyelela ku-REST API: Sebenzisa ama-workflow amisiwe ngokohlelo.
  • Ukuhlanganiswa kwezinsizakalo ze-AI: Sebenzisa i-Typesafe ne-Vercel AI Gateway usebenzisa imininingwane yazo ye-API.

Izidingo Zokuqala

Ngaphambi kokusetha iphrojekthi, qinisekisa ukuthi i-Node.js ne-npm kuyatholakala emshinini wakho. Uzodinga nama-akhawunti ezinsizakalo ezintathu zangaphandle ezisetshenziswa yilesi siboniso:

Ukufaka Nok सेटha

1. Faka okuncikile

Vula i-terminal empandeni yephrojekthi bese ufaka wonke amaphakheji adingekayo:

npm install

2. Thola ukhiye oyimfihlo we-Liveblocks

  1. Dala i-akhawunti noma ungene ku-akhawunti yakho ku-dashboard ye-Liveblocks.
  2. Vula ikhasi lokhiye be-API.
  3. Kopisha ukhiye wakho oyimfihlo.

3. Thola ukhiye we-API we-Typesafe

  1. Dala i-akhawunti noma ungene ku-akhawunti ku-typesafe.ai.
  2. Vula ikhonsoli yokhiye be-Typesafe.
  3. Kopisha ukhiye wakho we-API.

4. Thola ukhiye we-Vercel AI Gateway

  1. Dala i-akhawunti noma ungene ku-akhawunti ku-Vercel.
  2. Vula i-dashboard ye-Vercel AI Gateway.
  3. Kopisha ukhiye wakho we-AI Gateway.

5. Lungisa okuguquguqukayo kwemvelo

Dala ifayela elibizwa ngokuthi .env empandeni yephrojekthi. Faka imininingwane emithathu usebenzisa amagama okuguquguqukayo kwemvelo alindelwe uhlelo:

LIVEBLOCKS_SECRET_KEY=your_liveblocks_secret_key
TYPESAFE_API_KEY=your_typesafe_api_key
AI_GATEWAY_API_KEY=your_vercel_ai_gateway_key

Faka ukhiye ohambisanayo esikhundleni somaka ngamunye. Gcina leli fayela liyimfihlo ngoba liqukethe imininingwane enganikeza ukufinyelela ezinsizeni zangaphandle.

6. Qalisa iseva yokuthuthukisa

Sebenzisa umyalo wendawo wokuthuthukisa:

npm run dev

Uma iseva isilungile, vula http://localhost:3000 esipheqululini sakho.

Ukusetshenziswa Okuyisisekelo

Yakha i-Workflow

Sebenzisa isixhumi esibonakalayo sokwakha ukuze uxhume i-Jev nezingxenye ze-LLM. Hlela futhi uxhume izinto ezitholakalayo ze-workflow ngokuya ngokuziphatha ofuna ukukuhlola.

Hlola Ukusebenza Kokuhlolwa

Sebenzisa umsebenzi wokubuka kuqala kwe-workflow ukuze uqale ukuhlolwa ohlelweni. Ukubuka kuqala kokusebenza kukuvumela ukuthi uhlole ukuziphatha kwe-workflow ngenkathi uqhubeka nokusebenza ngaphakathi komakhi.

Biza i-Workflow Nge-REST API

Lesi siboniso sisekela ukubiza i-workflow nge-REST API yayo. Sebenzisa imininingwane ye-API evezwa iphrojekthi lapho uthumela isicelo sakho. I-README ayicacisi i-endpoint, indlela ye-HTTP, noma uhlelo lwesicelo olungaguquki, ngakho sebenzisa i-route ne-payload edingwa uhlelo olusebenzayo kunokucabanga ngefomethi ejwayelekile.

Zama Ukusebenzisana Kwabasebenzisi Abaningi

Vula uhlelo nababambiqhaza abaningi ukuze ubone izici zalo zokusebenzisana. I-Liveblocks ivumelanisa isimo sabasebenzisi abaningi futhi ibonisa amakhesa, okwenza kube nokwenzeka ukubona umsebenzi wabanye abasebenzisi endaweni ye-workflow eyabiwe.

Amasu Athuthukile

Vikela Imininingwane Yakho Yokungena

Ungafaki amanani ayimfihlo ngokuqondile kumafayela omthombo noma uwaveze ezibonelweni ezisohlangothini lweklayenti. Wagcine ku-.env, gwema ukwabelana ngalelo fayela, futhi ushintshe ukhiye ku-dashboard yomhlinzeki wawo uma udalulwe ngephutha.

Qinisekisa Ukucushwa Kwensizakalo Eyodwa Ngesikhathi

Uma uhlelo luqala kodwa isici singasebenzi, qinisekisa ukuthi ukuguquguquka ngakunye kwemvelo kukhona futhi kuqukethe imininingwane efanele. I-Liveblocks inika amandla ukusebenza kwabasebenzisi abaningi, kanti okhiye be-Typesafe ne-Vercel AI Gateway basekela ukuhlanganiswa kwe-AI kwephrojekthi.

Qala Kabusha Ngemva Kokuhlela Okuguquguqukayo Kwemvelo

Uma ungeza noma ushintsha ukhiye ngenkathi iseva yokuthuthukisa isebenza, yima bese uqala kabusha i-npm run dev ukuze uhlelo lulayishe kabusha ukucushwa kwemvelo.

Hlola Ukusebenzisana Ngokwehlukana Nokusebenza Kwe-Workflow

Okokuqala qinisekisa ukuthi isimo esabiwe namakhesa kuyavela kubabambiqhaza abaningi. Bese uhlola ukubuka kuqala kwama-workflow nokubizwa kwe-REST API. Ukuhlola lezi zindawo ngokuzimela kungasiza ekuhlukaniseni izinkinga zokucushwa.

Thuthukisa Usebenzisa Ukusebenza Kokubuka Kuqala

Sebenzisa ukuhlola kokuqala ngenkathi ulungisa indlela izingxenye ze-Jev ne-LLM ezixhumeke ngayo. Uma ukuhamba komsebenzi sekusebenza njengoba kulindelekile kumakhi, qhubeka nokuwusebenzisa nge-REST API.

Isiphetho

Umakhi wokuhamba komsebenzi we-Jev ubonisa indlela yokuhlanganisa ukwakhiwa kokuhamba komsebenzi kwe-AI, ukwenziwa okusekelwe ku-REST, ukuhlola kokuqala, nokusebenzisana kwesikhathi sangempela kuhlelo lokusebenza olulodwa. Ngemva kokufaka okuncikile nokulungisa okhiye besevisi abathathu abadingekayo, ungasebenzisa iphrojekthi endaweni, wakhe ukuhamba komsebenzi kwe-Jev ne-LLM, futhi uhlole isimo esivumelaniswayo namakhesa abasebenzisi abaningi.