Gutegura imiyoboro ikoreshwa na AI ikoreshwa na DSPy na LangChain kugirango itangwe neza rya software

Isangano ryubwenge bwa AI (AI), DevOps, hamwe nubuhanga bwa software byatumye habaho paradizo nshya mumiyoboro yo gutanga software. Ibikoresho bya AI bikoreshwa na DevOps, automatisation, na orchestre byahinduye uburyo software ikora, igeragezwa, kandi ikoherezwa. Muri iki kiganiro, tuzasesengura igitekerezo cyo gutunganya imiyoboro ikoreshwa na AI ikoreshwa na AI ikoresha DSPy na LangChain, nuburyo ishobora kunoza itangwa rya software.

Gukenera ibikoresho bya AI bikoreshwa na AI

Imiyoboro gakondo ya DevOps ishingiye kubikorwa byintoki, inyandiko, nibikoresho byo gutangiza imirimo. Nyamara, iyi miyoboro akenshi iba yoroshye, ikunda kwibeshya, kandi ikenera kubungabungwa cyane. Ibikoresho bya AI bikoresha ibikoresho bya DevOps, kurundi ruhande, gukoresha imashini yiga no gukoresha mudasobwa kugirango tunoze imikorere, neza, n'umuvuduko wo gutanga software.

Kumenyekanisha DSPy na LangChain

DSPy ni isomero rya Python ritanga uburyo bworoshye kandi bunoze bwo kubaka no gutunganya imiyoboro ya AI ikoreshwa na DevOps. Ku rundi ruhande, LangChain, ni isomero rya Python ritanga urwego rwo kubaka ibiganiro bya AI. Muri iki kiganiro, tuzasuzuma uburyo twakoresha DSPy na LangChain kugirango twubake umuyoboro wuzuye wa AI ukoreshwa na AI.

Kubaka umuyoboro wa AI ukoreshwa na AI hamwe na DSPy na LangChain

Kugirango twubake umuyoboro wa AI ukoresha DevOps hamwe na DSPy na LangChain, dukeneye gukurikiza izi ntambwe:

1. ** Sobanura umuyoboro **: Sobanura umuyoboro ukoresheje umuyoboro wa DSPy API. Ibi birimo kwerekana imirimo, kwishingikiriza, hamwe nakazi.
2. ** Ongeraho imirimo ikoreshwa na AI **: Ongera imirimo ikoreshwa na AI kumuyoboro ukoresheje uburyo bwa AI bwo kuganira bwa LangChain. Iyi mirimo irashobora kubamo imirimo nko gusuzuma code, kugerageza, no kohereza.
3. ** Tegura umuyoboro **: Tegura umuyoboro ukoresheje orchestre ya DSPy API. Ibi bikubiyemo gucunga ibikorwa, kwishingikiriza, hamwe nimirimo.
4. ** Gukurikirana no gusesengura **: Gukurikirana no gusesengura umuyoboro ukoresheje gukurikirana no gusesengura DSPy API.

Kode y'intangarugero: Kubaka umuyoboro woroshye wa AI ukoreshwa na DevOps umuyoboro

Dore urugero kode yo guhagarika yerekana uburyo bwo kubaka umuyoboro woroshye wa AI ukoresha ingufu za DevOps ukoresheje DSPy na LangChain: `` python kwinjiza dspy kuva muri langchain itumiza LLAMA

umuyoboro = dspy.Umuyoboro ( imirimo = [ dspy. Baza ("code_review", "isubiramo_kode"), dspy. Baza ("kugerageza", "kwiruka_ibizamini"), dspy. Baza ("kohereza", "kohereza_app") ], kwishingikiriza = [ ("code_review", "kugerageza"), ("kugerageza", "kohereza") ] )

Ongeraho imirimo ikoreshwa na AI

llama = LLAMA () umuyoboro.add_task ("code_review", llama.review_code) umuyoboro.add_task ("kugerageza", llama.run_ibizamini) umuyoboro.add_task ("gahunda", llama.deploy_app)

Tegura umuyoboro

orchestre = dspy.Umuteguro (umuyoboro) orchestrator.run ()

Gukurikirana no gusesengura umuyoboro

gukurikirana = dspy.Umugenzuzi (umuyoboro) gukurikirana.analyze () `` ` Iyi kodegisi isobanura umuyoboro woroshye ufite imirimo itatu: gusubiramo kode, kugerageza, no kohereza. Umuyoboro ukoresha moderi ya LLAMA ya LangChain kugirango ukore imirimo ikoreshwa na AI nko gusuzuma code, kugerageza, no kohereza.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri DSPy na LangChain:

1. dspy.Umuyoboro (imirimo = [...]): Sobanura umuyoboro ufite imirimo ninshingano.
2. `umuyoboro.
3. Orchestre = dspy.Umuteguro (umuyoboro): Tegura umuyoboro.
4. orchestrator.run (): Koresha umuyoboro.
5. gukurikirana = dspy. Umugenzuzi (umuyoboro): Gukurikirana umuyoboro.
6. gukurikirana.analyze (): Gusesengura umuyoboro.
7. Llama = LLAMA (): Tangiza icyitegererezo cya LLAMA.
8. Llama.review_code (): Kora code isubiramo ukoresheje moderi ya LLAMA.
9. Llama.run_tests (): Kora ikizamini ukoresheje moderi ya LLAMA.
10. Llama.deploy_app (): Kora gahunda ukoresheje moderi ya LLAMA.

Kubona amashusho

Hano hari amashusho yumuyoboro wa AI ukoresha ingufu za DevOps ukoresheje Chart.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Gusubiramo Kode", "Ikizamini", "Kohereza"], "imibare": [ { "label": "Umuyoboro", "amakuru": [10, 20, 30], "backgroundColor": "rgba (255, 99, 132, 0.2)", "umupaka Ibara": "rgba (255, 99, 132, 1)", "Ubugari bwumupaka": 1 } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Umuyoboro wa AI ukoreshwa na AI" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } ` Iyi visualisation yerekana umuyoboro ufite imirimo itatu: gusubiramo kode, kugerageza, no kohereza. Umuyoboro ugaragazwa nimbonerahamwe yumurongo, hamwe na x-axis igereranya imirimo na y-axis igereranya igihe cyafashwe kuri buri gikorwa.

Umwanzuro

Muri iki kiganiro, twasesenguye igitekerezo cyo gutunganya imiyoboro ikoreshwa na AI ikoresha ingufu za DevOps dukoresheje DSPy na LangChain. Twerekanye uburyo bwo kubaka umuyoboro woroshye wa AI ukoresha ingufu za DevOps ukoresheje DSPy na LangChain, tunatanga amashusho yumuyoboro ukoresheje Chart.js. Twatanze kandi urutonde rwambere 5-10 rwakoreshejwe cyane / ibisobanuro kuri DSPy na LangChain. Mugukoresha ibikoresho bya AI bikoreshwa na DevOps, automatike, na orchestre, turashobora kunoza imiyoboro yo gutanga software no kugabanya igihe n'imbaraga zisabwa mugutezimbere, kugerageza, no gukoresha software.

Akazi kazoza

Akazi kazoza karimo:

2. ** Kunoza umuyoboro API **: Kunoza umuyoboro API kugirango urusheho gukora neza kandi byoroshye gukoresha.
3. ** Ongeraho imirimo myinshi ikoreshwa na AI **: Ongeraho imirimo myinshi ikoreshwa na AI kumuyoboro kugirango tunoze imikorere nukuri kwimiyoboro itanga software.
4. ** Gutanga amahitamo menshi yo kubona amashusho **: Tanga ubundi buryo bwo kubona amashusho kugirango ufashe abakoresha kumva umuyoboro n'imikorere yabyo.

Mugukomeza kunoza no kwagura DSPy na LangChain, turashobora kurushaho kunoza imiyoboro yo gutanga software no kugabanya igihe n'imbaraga zisabwa mugutezimbere, kugerageza, no gukoresha software.