Kora umukozi mushya wa AI | B4N1

Kora umukozi mushya wa AI

8 months ago · b4n1 Tiempo de lectura: 3 min

Intego ya ZeroOps: Gukoresha Agentic AI yo gucunga ubuzima bwa API bwikora

Intangiriro

Imiterere yiterambere rya software irimo guhinduka cyane, iterwa no kwiyongera kwubwenge bwubwenge (AI), kwiga imashini (ML), hamwe nikoranabuhanga ryikora. Kimwe mubice byingenzi aho ikoranabuhanga rigira ingaruka zikomeye ni mubuyobozi bwa API ubuzima. Muri iki kiganiro, tuzasesengura ihuriro rya ZeroOps, abakozi ba AI, hamwe nu micungire yubuzima bwa API dukoresheje ibikoresho bya orchestre nka DSPy na LangChain, twibanze ku myubakire ya software igezweho no kuvugurura DevOps.

ZeroOps ni iki?

ZeroOps ni paradizo yiterambere rya software igamije gukuraho ibikenewe kubikorwa byintoki nimirimo yo kubungabunga. Ishingiye ku gitekerezo cya "agentic AI", aho abakozi ba AI bakoreshwa mu gutangiza imirimo, gufata ibyemezo, no gufata ibyemezo mu izina ryabantu. Mu rwego rwo gucunga ubuzima bwa API, ZeroOps ituma hashyirwaho uburyo bwo kwikiza, kwikenura, no kwipimisha APIs zishobora guhuza nibisabwa nibidukikije.

Ubuyobozi bwa AI hamwe na API Ubuzima Bwubuzima

Agentic AI ni urufunguzo rwibanze rwa ZeroOps mu micungire yubuzima bwa API. Ibikoresho bya AI birashobora gukoreshwa mugutangiza imirimo nka:

  2. ** Igenzura rya API **: Abakozi ba AI barashobora gukurikirana APIs kumikorere, umutekano, nibindi bibazo, kandi bagafata ingamba zo gukosora nkuko bikenewe.
  3. ** Kunoza API **: Abakozi ba AI barashobora gusesengura uburyo API ikoresha kandi bagahindura imikorere ya API, ubunini, n'umutekano.
  4. ** Umutekano wa API **: Abakozi ba AI barashobora gutahura no gusubiza ibibazo byugarije umutekano, nkibyingenzi API byumvikanyweho cyangwa kwinjira bitemewe.

Ibikoresho bya Orchestre: DSPy na LangChain

DSPy na LangChain nibikoresho bibiri bizwi cyane bya orchestre ituma hashyirwaho sisitemu ya AI ya agent yo gucunga ubuzima bwa API. Ibikoresho byombi bitanga uburyo bworoshye kandi bunini bwo kubaka abakozi ba AI bashobora gukoresha imirimo, gufata ibyemezo, no gufata ingamba.

DSPy

DSPy nigikoresho gishingiye kuri Python igikoresho gitanga ibintu byoroshye kandi byimbitse API yo kubaka abakozi ba AI. DSPy yemerera abitezimbere gukora abakozi ba AI bashobora gukorana na sisitemu zitandukanye, harimo APIs, data base, hamwe numurongo wubutumwa.

LangChain

LangChain nigikoresho gishingiye kuri orchestre ya Rust itanga urwego ruteye imbere kandi rworoshye rwo kubaka abakozi ba AI. LangChain yemerera abitezimbere gukora abakozi ba AI bashobora gukorana na sisitemu zitandukanye, zirimo APIs, ububikoshingiro, hamwe n’umurongo wohererezanya ubutumwa, kandi bitanga ibintu bitandukanye byo kubaka sisitemu igoye ya AI.

Urugero rufatika: Gutangiza API yoherejwe na DSPy

Dore urugero rworoshye rwuburyo bwo gukoresha DSPy kugirango uhindure gahunda ya API: `` python kwinjiza dspy

umukozi = dspy. Byihutirwa ()

Sobanura inyandiko yoherejwe

def kohereza_api (): # Kohereza API mubidukikije byiterambere umukozi.deploy_api ("dev")

Sobanura imbarutso yoherejwe

imbarutso = dspy.Trigger ("kohereza_api", kohereza_api)

Tangira umukozi wa AI

umukozi.tangira ()

Koresha inyandiko yoherejwe

imbarutso.trigger () `` ` Iyi kode ikora umukozi mushya wa AI, isobanura inyandiko yoherejwe yohereza API mubidukikije byiterambere, kandi isobanura imbarutso yo kohereza itera inyandiko yoherejwe mugihe habaye ikintu runaka kibaye.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

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

DSPy

  1. agent.deploy_api (env): Kohereza API mubidukikije byagenwe.
  2. agent.monitor_api (): Ikurikirana API kubikorwa, umutekano, nibindi bibazo.
  3. agent.optimize_api (): Hindura imikorere ya API, ubunini, n'umutekano.
  4. agent.umutekano_gusuzuma (): Kugenzura API kubibazo byumutekano.
  5. agent.trigger (trigger_name, imikorere): Bitera imikorere yihariye mugihe habaye ikintu runaka.

Ururimi

  1. agent.deploy_api (env): Kohereza API mubidukikije byagenwe.
  2. agent.monitor_api (): Ikurikirana API kubikorwa, umutekano, nibindi bibazo.
  3. agent.optimize_api (): Hindura imikorere ya API, ubunini, n'umutekano.
  4. agent.umutekano_gusuzuma (): Kugenzura API kubibazo byumutekano.
  5. agent.trigger (trigger_name, imikorere): Bitera imikorere yihariye mugihe habaye ikintu runaka.

Kubona amashusho

Hano hari amashusho ya sisitemu ya AI ya sisitemu yo kuyobora ubuzima bwa API ukoresheje DSPy na LangChain: imbonerahamwe { "ubwoko": "akabari", "amakuru": { "ibirango": ["Kohereza", "Gukurikirana", "Optimisation", "Umutekano"], "imibare": [ { "label": "DSPy", "backgroundColor": "rgba (255, 99, 132, 0.2)", "umupaka w'amabara": "rgba (255, 99, 132, 1)", "amakuru": [10, 15, 7, 12] }, { "label": "LangChain", "backgroundColor": "rgba (54, 162, 235, 0.2)", "umupaka Ibara": "rgba (54, 162, 235, 1)", "amakuru": [8, 12, 9, 10] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Sisitemu ya Agentic AI yo gucunga ubuzima bwa API" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } ` Iyi mbonerahamwe yerekana imikorere ya DSPy na LangChain mu mirimo itandukanye, harimo kohereza, gukurikirana, gukora neza, n'umutekano.

Umwanzuro

Muri iki kiganiro, twasuzumye ihuriro rya ZeroOps, abakozi ba AI, hamwe nubuyobozi bwa API ubuzima bwubuzima dukoresheje ibikoresho bya orchestre nka DSPy na LangChain. Twaganiriye ku nyungu za AI agent mu gutangiza imirimo, gufata ibyemezo, no gufata ibyemezo, tunatanga urugero rufatika rwuburyo bwo gukoresha DSPy kugirango uhindure gahunda ya API. Twashyizeho urutonde rwambere 5-10 rwakoreshejwe cyane / uduce twa DSPy na LangChain tunatanga amashusho ya sisitemu ya AI ya agent yo gucunga ubuzima bwa API.

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