ZeroOps Ubwubatsi bwa AI ikoreshwa na software itangwa: Gukoresha LangChain na DSPy mugutezimbere kwikora no kohereza

Intangiriro

Mugihe cyiterambere ryihuse ryikoranabuhanga, iterambere rya software no kohereza byabaye ibintu bigoye kandi bitwara igihe. Uburyo gakondo mugutezimbere software, bushingiye cyane kubikorwa bya code nogupima intoki, ntibikiri bihagije kugirango byuzuze ibisabwa byiterambere rya software igezweho. Aha niho imyubakire ya ZeroOps ikinirwa - uburyo bwimpinduramatwara ikoresha ubwenge bwubukorikori (AI) hamwe no kwiga imashini (ML) kugirango itangire iterambere rya software no kohereza.

Muri iki kiganiro, tuzacengera mubitekerezo byububiko bwa ZeroOps tunasuzume uburyo byashyirwa mubikorwa ukoresheje LangChain na DSPy mugutanga software ikoreshwa na AI. Tuzibanda kubintu bifatika byo gushyira mubikorwa ZeroOps, dutanga ingero za code hamwe nurutonde rwamabwiriza kugirango dufashe abitezimbere gutangira.

Ubwubatsi bwa ZeroOps ni iki?

Ubwubatsi bwa ZeroOps nuburyo bwo guteza imbere software bushingiye kuri AI na ML kugirango uhindure ubuzima bwose bwiterambere rya software, kuva mubishushanyo kugeza kubyoherejwe. Igitekerezo cyibanze inyuma ya ZeroOps nugukuraho ibikenewe kwandikwa nintoki no kugerageza, kwemerera abitezimbere kwibanda kumirimo yo murwego rwohejuru nko gushushanya, kubaka, hamwe ningamba.

Ubwubatsi bwa ZeroOps bushingiye ku gitekerezo cy "iterambere rishingiye ku ntego", aho abitezimbere basobanura ibyifuzwa cyangwa "umugambi" wa software, kandi sisitemu ya AI yita kubisigaye. Ubu buryo butuma abaterankunga bakora sisitemu igoye ya software byihuse kandi neza, bitabaye ngombwa ko code nini igerageza.

LangChain na DSPy: Byombi Byuzuye kuri ZeroOps

LangChain na DSPy nibintu bibiri bizwi cyane bifungura-isoko yuburyo bugenewe gukorera hamwe ntakabuza kugirango ZeroOps yubatswe. LangChain ni urwego rushingiye kuri Python rutanga urutonde rwibikoresho namasomero yo kubaka sisitemu yo kuganira ya AI, mugihe DSPy ni urwego rushingiye kuri Rust rutanga urutonde rwibikoresho nibitabo byubaka amakuru yibanda cyane.

Hamwe na hamwe, LangChain na DSPy bitanga imbaraga zikomeye zo gushyira mubikorwa ZeroOps. LangChain ifasha abitezimbere gusobanura intego nibisabwa muri software, mugihe DSPy yita kubitunganya no kubika amakuru.

Gushyira mubikorwa ZeroOps hamwe na LangChain na DSPy

Gushyira mubikorwa ZeroOps ukoresheje LangChain na DSPy, dukeneye gukurikiza intambwe nke zoroshye:

1. ** Sobanura Intego **: Sobanura ibisubizo byifuzwa cyangwa intego ya software ukoresheje ubushobozi bwa AI bwo kuganira na LangChain.
2. ** Kora Model Model **: Kora icyitegererezo cyamakuru ukoresheje DSPy yo gutunganya no kubika ubushobozi.
3. ** Hindura inzira yiterambere **: Koresha ubushobozi bwa AI bwa LangChain kugirango uhindure inzira yiterambere, kuva kodegisi kugeza kugerageza no kohereza.
4. ** Gukurikirana no Kuringaniza **: Gukurikirana imikorere ya software no kuyitunganya ukoresheje ubushobozi bwa DSPy bwo gusesengura amakuru.

Dore kode yoroshye yerekana uburyo bwo gushyira mubikorwa ZeroOps ukoresheje LangChain na DSPy: `` python gutumiza mu mahanga kwinjiza dspy

umugambi = ururimi.Intego ("Kora porogaramu yoroshye y'urubuga")

Kora icyitegererezo cyamakuru

data_model = dspy.DataModel ("web_app")

Hindura inzira yiterambere

langchain.AutomateIterambere (intego, data_model)

Gukurikirana no gukora neza

dspy.GusesenguraImikorere (data_model) `` ` Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

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

1. langchain. Intego (): Sobanura intego ya software.
2. dspy.DataModel (): Kora icyitegererezo cyamakuru kuri software.
3. langchain.AutomateIterambere (): Hindura inzira yiterambere.
4. dspy.GusesenguraIbikorwa (): Gukurikirana no kunoza imikorere ya software.
5. langchain.Converse (): Jya mu kiganiro na sisitemu ya AI.
6. dspy. Ikibazo (): Baza icyitegererezo cyamakuru kumakuru yihariye.
7. langchain.GenerateCode (): Gukora code ya software.
8. dspy.Deploy (): Kohereza software mubidukikije.
9. langchain. Ikizamini (): Gerageza software ya amakosa namakosa.
10. Dspy. Optimize (): Hindura imikorere ya software.

Kubona amashusho

Dore amashusho yoroheje yububiko bwa ZeroOps ukoresheje Chart.js: json { "ubwoko": "pieChart", "amakuru": { "ibirango": ["Intego", "Data Model", "Iterambere", "Kohereza", "Ikizamini"], "imibare": [ { "label": "Ubwubatsi bwa ZeroOps", "amakuru": [30, 20, 20, 15, 15], "backgroundColor": [ "# FF6384", "# 36A2EB", "# FFCE56", "# 4BC0C0", "# FF99CC" ], "hoverBackgroundColor": [ "# FF6384", "# 36A2EB", "# FFCE56", "# 4BC0C0", "# FF99CC" ] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Ubwubatsi bwa ZeroOps" }, "umugani": { "kwerekana": ukuri } } } ` Iyi visualisation yerekana ibice bitandukanye byububiko bwa ZeroOps, harimo intego, icyitegererezo cyamakuru, iterambere, kohereza, no kugerageza.

Umwanzuro

Ubwubatsi bwa ZeroOps nuburyo bwimpinduramatwara mugutezimbere software no kuyikoresha ikoresha AI na ML kugirango itangire ubuzima bwose bwa software. Ukoresheje LangChain na DSPy, abitezimbere barashobora gushyira mubikorwa imyubakire ya ZeroOps no gukora sisitemu igoye ya software vuba kandi neza. Hamwe nubushobozi bwa AI bwo kuganira hamwe nubushakashatsi bwibanze cyane, LangChain na DSPy bitanga imbaraga zikomeye zo gushyira mubikorwa ZeroOps.

Turizera ko iyi ngingo yatanze incamake yuzuye yubwubatsi bwa ZeroOps nishyirwa mubikorwa ryayo ukoresheje LangChain na DSPy. Waba uri umuhanga mu iterambere cyangwa utangiye gusa, turagutera inkunga yo gushakisha uburyo bwububiko bwa ZeroOps kandi ukanabona imbaraga zo gutanga software ikoreshwa na AI.