Ke hoʻokō nei i Agentic AI ma DevOps Automation me StackGen a me DSPy
Hoʻolauna
Ke ulu wikiwiki nei ka ʻāina DevOps, me ka hoʻonui nui ʻana o nā ʻenehana Artificial Intelligence (AI) a me Machine Learning (ML) e hoʻomaʻamaʻa a hoʻopaʻa i nā kahe hana. ʻO kekahi o nā mea hoihoi loa i kēia wahi ʻo ka puka ʻana mai o Agentic AI, e hiki ai i nā ʻōnaehana ke aʻo, hoʻololi, a hoʻoholo i nā hoʻoholo kūʻokoʻa. Ma kēia ʻatikala, e ʻimi mākou pehea e hoʻokō ai i Agentic AI ma DevOps automation me ka hoʻohana ʻana iā StackGen a me DSPy, me ka nānā ʻana i ka hoʻohana ʻana i kahi ala i hoʻonohonoho ʻia a hoʻohui pū me LangChain no ka hoʻomohala ʻana i nā mea hana.
He aha ka Agentic AI?
ʻO Agentic AI e pili ana i kahi ʻano AI e hōʻike ana i ka ʻano naʻauao, e like me ka mea a ke kanaka. Hiki iā ia ke aʻo mai ka ʻike, hoʻololi i nā kūlana hou, a hoʻoholo i nā hoʻoholo kūʻokoʻa, pinepine me kahi ala e pili ana i ka pahuhopu. I loko o ka pōʻaiapili o DevOps automation, hiki ke hoʻohana ʻia ʻo Agentic AI e hoʻopaʻa i nā kahe hana, wānana a pale i nā hewa, a hoʻomaikaʻi i ka hilinaʻi holoʻokoʻa.
StackGen: He ala i hoʻonohonoho ʻia i ka DevOps Automation
ʻO StackGen kahi papa hana open-source no ke kūkulu ʻana a me ka mālama ʻana i nā ʻōnaehana polokalamu paʻakikī. Hāʻawi ia i kahi ala i kūkulu ʻia i ka automation DevOps, e ʻae ana i nā mea hoʻomohala e wehewehe a hoʻokō i nā kahe hana ma ke ʻano he code. Kūkulu ʻia ʻo StackGen ma luna o kahi hoʻolālā modular, e hiki ai ke hoʻohui maʻalahi me nā mea hana like ʻole a me nā ʻenehana.
DSPy: ʻIkepili Pipelining no DevOps Automation
ʻO DSPy kahi waihona Python no ke kūkulu ʻana i nā pipeline data ma DevOps automation. Hāʻawi ia i kahi ala maʻalahi a maikaʻi e hoʻoponopono a hoʻololi i ka ʻikepili, e lilo ia i koho kūpono no ka hoʻohui ʻana me StackGen. Kākoʻo ʻo DSPy i nā kumu ʻikepili like ʻole, me nā faila, nā waihona, a me nā API, a hiki ke hoʻohana ʻia e hana i nā hana e like me ka hoʻomaʻemaʻe ʻikepili, kānana, a me ka hōʻuluʻulu ʻana.
LangChain: Hoʻomohala ʻAgent no Agentic AI
ʻO LangChain kahi waihona Python no ke kūkulu ʻana i nā ʻelele AI kamaʻilio. Hāʻawi ia i kahi API maʻalahi a intuitive no ka wehewehe ʻana a me ka hoʻomaʻamaʻa ʻana i nā mea hana, e lilo ia i koho kūpono no ka hoʻohui ʻana me StackGen a me DSPy. Kākoʻo ʻo LangChain i nā ʻano hana hoʻolālā like ʻole, e komo pū me nā mea hoʻokumu i ka lula a me nā mea hoʻonaʻauao mīkini.
Ke hoʻokō nei i Agentic AI me StackGen a me DSPy
No ka hoʻokō ʻana i Agentic AI ma DevOps automation me ka hoʻohana ʻana iā StackGen a me DSPy, e hahai mākou i kahi ala i kūkulu ʻia:
- E wehewehe i ke Kaʻina Hana: E wehewehe i ke kaʻina hana ma ke ʻano he code me StackGen. E pili ana kēia i ka hana ʻana i kahi faila hoʻonohonoho StackGen e wehewehe ana i nā hana a me nā hilinaʻi i koi ʻia no ke kaʻina hana.
- Hoʻohui me DSPy: Hoʻohui DSPy me StackGen e hoʻoponopono a hoʻololi i ka ʻikepili. E pili ana kēia i ka hana ʻana i kahi pipeline DSPy i hiki ke hoʻokō ʻia ma ke ʻano he ʻāpana o ke kahe hana.
- Hoʻomohala i ka Agent: Hoʻomohala i ka Agentic AI agent me ka hoʻohana ʻana iā LangChain. E pili ana kēia i ka wehewehe ʻana i ka hoʻolālā ʻana o ka luna a hoʻomaʻamaʻa iā ia ma nā ʻikepili kūpono.
- Hoʻohui pū me StackGen: Hoʻohui i ka ʻelele LangChain me StackGen, e ʻae i ka ʻelele e hoʻoholo kūʻokoʻa ma ke ʻano he ʻāpana o ke kaʻina hana.
** Code Laʻana: Agentic AI Agent me LangChain**
Eia kekahi laʻana code block e hōʻike ana i ka hoʻomohala ʻana i kahi Agentic AI agent me ka hoʻohana ʻana iā LangChain:
lawe mai i ka lanchain
mai langchain.agents lawe mai i ChainAgent
luna = ChainAgent(
inoa = "my_agent",
kaulahao=[
langchain.Tasks(
hana=[
langchain.Tasks(
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lanchain