Intangiriro
Isangano ryubwenge bwa AI (AI), DevOps, hamwe nubuhanga bwa software byatumye habaho paradizo nshya mugutezimbere no gutanga software. Ibikoresho bikoreshwa na AI bigenda bikoreshwa cyane mugutangiza ibintu bitandukanye byubuzima bwiterambere rya software, harimo iperereza ryibyabaye no gutanga software. Muri iki kiganiro, tuzasuzuma imikoreshereze ya DSPy na LangChain mugutegura ibikoresho bya DevOps ikoreshwa na AI, twibanze ku gutanga porogaramu zikoresha no gukora iperereza ku byabaye.
Amavu n'amavuko
DevOps ni uburyo bwo guteza imbere porogaramu ishimangira ubufatanye n’itumanaho hagati yiterambere nitsinda ryitsinda kugirango hongerwe umuvuduko, ubuziranenge, nubwizerwe bwogutanga software. Ibikoresho bikoreshwa na AI nibikoresho bikoreshwa mugutangiza ibintu bitandukanye bya DevOps, harimo iperereza ryibyabaye no gutanga software.
DSPy ni isomero rya Python ritanga uburyo bworoshye kandi bunoze bwo guhuza ibikoresho bikoreshwa na AI hamwe nibikoresho hamwe na imiyoboro ya DevOps. LangChain ni isomero rya Python ritanga uburyo bworoshye kandi bunoze bwo guhuza ibikoresho bikoreshwa na AI hamwe nuburyo bwo guteza imbere software.
Gutanga software byikora hamwe na DSPy na LangChain
Gutanga porogaramu byikora ni ikintu gikomeye cya DevOps ikubiyemo gutangiza kubaka, kugerageza, no kohereza porogaramu. DSPy na LangChain birashobora gukoreshwa mugutangiza itangwa rya software muguhuza ibikoresho bikoreshwa na AI hamwe numuyoboro wa DevOps.
Dore urugero rwuburyo bwo gukoresha DSPy na LangChain kugirango uhindure itangwa rya software: `` python kwinjiza dspy kuva muri langchain itumiza LLM
Kora umuyoboro wa DSPy
umuyoboro = dspy.Umuyoboro ( izina = "gutanga-software", intambwe = [ dspy. Intambwe ("kubaka", "kubaka-software"), dspy. Intambwe ("ikizamini", "ikizamini-software"), dspy. Intambwe ("kohereza", "porogaramu-software") ] )
Kora LangChain LLM
llm = LLM ( icyitegererezo_izina = "code-davinci-002", max_uburebure = 1024 )
Sobanura imikorere yo gutangiza software
def automate_s software_delivery (): # Fata ibyemezo byubu hash kwiyemeza_hash = dspy.get_commit_hash ()
# Shaka ishami ryubu
ishami = dspy.get_ishami ()
# Kubaka software
kubaka_ibisubizo = dspy.ubaka_ibikoresho (kwiyemeza_hash, ishami)
# Gerageza software
ikizamini_ibisubizo = dspy.test_s software (kubaka_ibisohoka)
# Kohereza software
kohereza_ibisubizo = dspy.ibikorwa_ibikoresho bya software (test_output)
# Subiza ibyasohotse
garuka kohereza_ibisohoka
Koresha imikorere yo kwikora
kohereza_ibisubizo = byikora_ibikoresho_byatanzwe ()
Shira ahagaragara ibisohoka
icapiro (kohereza_ibisohoka) `` ` Iyi kodegisi yerekana uburyo wakoresha DSPy na LangChain kugirango uhindure itangwa rya software uhuza ibikoresho na AI bikoreshwa na AI hamwe numuyoboro wa DevOps.
Iperereza ryibyabaye hamwe na DSPy na LangChain
Iperereza ryibyabaye nikintu gikomeye cya DevOps gikubiyemo gusesengura no gukemura ibibazo bibaho mugihe cyo gutanga software. DSPy na LangChain birashobora gukoreshwa mugutangiza iperereza ryibyabaye muguhuza ibikoresho bikoreshwa na AI hamwe numuyoboro wa DevOps.
Dore urugero rwuburyo bwo gukoresha DSPy na LangChain kugirango utangire iperereza ryibyabaye: `` python kwinjiza dspy kuva muri langchain itumiza LLM
Kora umuyoboro wa DSPy
umuyoboro = dspy.Umuyoboro ( izina = "ibyabaye-iperereza", intambwe = [ dspy. Intambwe ("gusesengura", "gusesengura-ibyabaye"), dspy. Intambwe ("gukemura", "gukemura-ibyabaye") ] )
Kora LangChain LLM
llm = LLM ( icyitegererezo_izina = "code-davinci-002", max_uburebure = 1024 )
Sobanura imikorere yo gutangiza iperereza ryibyabaye
def automate_incident_investigation (): # Shaka ibyabaye ibyabaye = dspy.ibintu_byabaye ()
# Gisesengura ibyabaye
gusesengura_ibisubizo = dspy.analyze_impanuka (ibyabaye)
# Gukemura ibyabaye
gukemura_ibisubizo = dspy.kemura_impanuka (gusesengura_ibisubizo)
# Subiza ibyasohotse
garuka imyanzuro_ibisohoka
Koresha imikorere yo kwikora
gukemura_ibisubizo = gukora_ibikorwa_ubushakashatsi ()
Shira ahagaragara ibisubizo
icapiro (imyanzuro_yasohotse) `` ` Iyi kodegisi yerekana uburyo wakoresha DSPy na LangChain kugirango uhindure iperereza ryibyabaye uhuza ibikoresho na AI bikoreshwa na AI hamwe numuyoboro wa DevOps.
Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce
Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri DSPy na LangChain:
dspy. Umuyoboro (): Kurema umuyoboro mushya wa DSPy.dspy. Intambwe (): Ongeraho intambwe nshya kumuyoboro wa DSPy.langchain.LLM (): Kurema LangChain nshya LLM.dspy.get_commit_hash (): Kubona ibyemezo byubu hash.dspy.get_branch (): Kubona ishami ryubu.dspy.build_s software (): Yubaka software.dspy.test_s software (): Gerageza software.dspy.deploy_s software (): Kohereza software.dspy.analyze_incident (): Isesengura ibyabaye.Dspy.resolve_incident (): Ikemura ibyabaye.
Kugaragara
Hano hari amashusho ya DSPy na LangChain akazi ukoresheje Chart.js:
json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Gutanga Porogaramu Yikora", "Iperereza Ryabaye"], "imibare": [ { "label": "DSPy", "amakuru": [10, 5], "backgroundColor": ["# 4CAF50", "# FF9800"] }, { "label": "LangChain", "amakuru": [5, 10], "backgroundColor": ["# 2196F3", "# 9C27B0"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "DSPy na LangChain Workflow" }, "umugani": { "kwerekana": ukuri } } } `
Iyi visualisation yerekana ikoreshwa rya DSPy na LangChain mugutanga software byikora no gukora iperereza.
Umwanzuro
DSPy na LangChain bitanga uburyo bukomeye kandi bunoze bwo guhuza ibikoresho bikoreshwa na AI hamwe nibikoresho bya DevOps. Ukoresheje DSPy na LangChain, amashyirahamwe arashobora kwihutisha itangwa rya software hamwe niperereza ryibyabaye, kuzamura umuvuduko, ubwiza, nubwizerwe bwogutanga software. Guhagarika kode hamwe no kubona amashusho yatanzwe muriyi ngingo byerekana ikoreshwa rya DSPy na LangChain mugutanga software byikora no gukora iperereza.
Akazi keza
Akazi kazoza karimo:
- Guhuza DSPy na LangChain hamwe nibindi bikoresho bikoreshwa na AI.
- Gutezimbere ibintu bishya nibikorwa bya DSPy na LangChain.
- Kunoza imikorere nubunini bwa DSPy na LangChain.
Reba
- Inyandiko ya DSPy: https://dspy.readthedocs.io/
- Inyandiko ya LangChain: https://langchain.readthedocs.io/
- Imbonerahamwe.js ibyangombwa: https://www.chartjs.org/docs/latest/