Gutegura porogaramu ya AI ikoreshwa na DSPy na LangChain: Kwibanda kuri Multimodal Wearable Sensing na DevSecOps

Intangiriro

Kwishyira hamwe kwa Artificial Intelligence (AI) na DevSecOps byahinduye uburyo software ikora, ikoreshwa, kandi ifite umutekano. Muri iki kiganiro, tuzasesengura imikoreshereze ya DSPy na LangChain mugutegura itangwa rya software ikoreshwa na AI, hibandwa cyane kuri sensibilité yambara kandi ikoreshwa na DevSecOps. Tuzacengera mu isi ya abakozi ba AI, ibikoresho bya DevSecOps, hamwe no kwiyumvisha ibintu, kandi twerekane uburyo bishobora guhuzwa kugirango tunoze itangwa rya software n'umutekano.

Imyambarire ya Multimodal Yumva

Multimodal yambara sensing yerekana ikoreshwa ryibikoresho bishobora kwambara bishobora gukusanya no gusesengura amakuru aturuka ahantu hatandukanye, nkibimenyetso bya physiologique, ibidukikije, nimyitwarire yabakoresha. Ibi bikoresho birashobora gukoreshwa mugukurikirana no guhanura ibipimo bitandukanye bijyanye nubuzima, nkumutima, umuvuduko wamaraso, hamwe nubuziranenge bwibitotsi.

Abakozi ba AI hamwe na DevSecOps

Abakozi ba AI ni porogaramu zishobora gukora imirimo isanzwe isaba ubwenge bwa muntu, nko gufata ibyemezo, gukemura ibibazo, no kwiga. DevSecOps ni urutonde rwimyitozo ihuza iterambere, umutekano, nibikorwa kugirango itangwe neza kandi neza rya software.

Guhuza abakozi ba AI hamwe nibikoresho bya DevSecOps

Guhuza abakozi ba AI hamwe nibikoresho bya DevSecOps, dushobora gukoresha DSPy na LangChain. DSPy ni isomero rya Python ritanga uburyo bworoshye kandi bunoze bwo guhuza imiterere ya AI nibikoresho bya DevSecOps. LangChain ni isomero rya Python ritanga urwego rwo kubaka abakozi ba AI bashobora gukorana nibikoresho bya DevSecOps.

Koresha DSPy na LangChain kuri Multimodal Yambara Yumva

Kugaragaza imikoreshereze ya DSPy na LangChain kuri multimodal yambara sensing, reka dusuzume urugero rworoshye. Dufate ko dufite igikoresho cyambara gikusanya amakuru kubyerekeye umuvuduko wumutima, umuvuduko wamaraso, hamwe nubuziranenge bwibitotsi. Turashaka gukoresha abakozi ba AI gusesengura aya makuru no guhanura ubuzima bwumukoresha.

`` python gutumiza mu mahanga kwinjiza dspy

icyitegererezo = ururimi.LMModel ( izina = "davinci", ubushyuhe = 0.7, max_tokens = 100, min_tokens = 10, guhagarika = ["\ n"] )

Sobanura igikoresho cya DevSecOps

igikoresho = dspy.DevSecOpsTool ( izina = "github", api_key = "yawe_api_key" )

Sobanura amakuru yimyenda yambara

amakuru = { "umutima_umutima": 60, "umuvuduko w'amaraso": 120, "gusinzira_uburinganire": 80 }

Koresha icyitegererezo cya AI kugirango usesengure amakuru

isesengura = icyitegererezo.teganya (amakuru)

Koresha igikoresho cya DevSecOps kugirango ukoreshe moderi ya AI

kohereza = igikoresho.koresha (gusesengura)

Koresha ibikoresho byenda kwambara kugirango umenye ubuzima bwumukoresha

ubuzima_status = gusesengura.teganya (amakuru)

icapiro (ubuzima_status) `` `

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

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

1. langchain.LLMModel (): Kurema icyitegererezo gishya cya AI.
2. Dspy.DevSecOpsTool (): Kurema igikoresho gishya cya DevSecOps.
3. icyitegererezo. Guhanura (): Koresha icyitegererezo cya AI mu gusesengura amakuru.
4. igikoresho.deploy (): Kohereza moderi ya AI ukoresheje igikoresho cya DevSecOps.
5. gusesengura. Guhanura (): Koresha icyitegererezo cya AI guhanura agaciro.
6. dspy.data.load (): Yikoreza amakuru kuva mubikoresho byambara.
7. langchain.chain (): Kurema urunigi rushya rwubwoko bwa AI.
8. Dspy.devsecops (): Ihuza ibikoresho bya DevSecOps hamwe na moderi ya AI.
9. langchain.llm (): Koresha icyitegererezo cya AI cyatojwe mbere.
10. Dspy.wambara (): Ihuza ibikoresho bishobora kwambara hamwe na moderi ya AI.

Kubona amashusho

Dore amashusho yerekana imiyoboro ya AI ikoreshwa na DSPy na LangChain:

imbonerahamwe { "ubwoko": "akabari", "amakuru": { "ibirango": ["AI Model", "Igikoresho cya DevSecOps", "Igikoresho cyambara"], "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 wo Gutanga Porogaramu ya AI" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } `

Iyi visualisation yerekana umuyoboro wo gutanga software ikoreshwa na AI, hamwe na moderi ya AI, igikoresho cya DevSecOps, hamwe nibikoresho byambara nkibice byingenzi.

Umwanzuro

Muri iki kiganiro, twasuzumye imikoreshereze ya DSPy na LangChain mugutegura itangwa rya software ikoreshwa na AI, hibandwa cyane kuri sensibilité yambara kandi ikoreshwa na DevSecOps. Twerekanye uburyo abakozi ba AI bashobora guhuzwa nibikoresho bya DevSecOps mugutezimbere itangwa rya software n'umutekano. Twatanze kandi urugero rworoshye rwo gukoresha DSPy na LangChain mugukoresha ibyuma byinshi bishobora kwambarwa no kwerekana amashusho ya AI ikoreshwa na software.

Akazi kazoza

Akazi kazoza karimo:

• Guhuza DSPy na LangChain hamwe nibindi bikoresho bya AI hamwe nibikoresho bya DevSecOps.
• Gutezimbere ibikoresho bigoye bya AI nibikoresho bya DevSecOps.
• Gucukumbura imikoreshereze ya DSPy na LangChain mu zindi nganda, nk'imari n'ubuvuzi.

Reba

• [1] Inyandiko ya LangChain. (2023). LangChain Inyandiko.
• [2] Inyandiko ya DSPy. (2023). DSPy Inyandiko.
• [3] Ibikoresho byambara. (2023). Ibikoresho byambara.
• [4] DevSecOps. (2023). Amashanyarazi.

Icyitonderwa: Ibitekerezo byatanzwe ni ibihimbano kandi bigamije kwerekana gusa.