Gutegura abakozi bakorana na AI hamwe na LangChain na DSPy kubwubatsi bwegerejwe abaturage

Intangiriro

Iterambere ryihuse ryubwenge bwa AI (AI) hamwe nubuhanga bwa software byatumye habaho iterambere ryububiko bwa software zegerejwe abaturage bushobora gukoresha imbaraga za AI kugirango zorohereze imirimo igoye. Muri iki kiganiro, tuzasesengura igitekerezo cyo gutunganya ibikoresho bikoreshwa na AI dukoresheje LangChain na DSPy, ibikoresho bibiri bigezweho bifasha abaterankunga kubaka ibikoresho bya software byegerejwe abaturage byoroshye.

LangChain na DSPy ni iki?

LangChain nisoko rifunguye, Python ishingiye kubikorwa byo kubaka ibiganiro bya AI. Itanga urutonde rwibikoresho nububiko bwibitabo bifasha abitezimbere gukora imashini ikoreshwa na AI ishobora kwishora mubiganiro byumvikana-byumvikana nabakoresha. LangChain yagenewe kwaguka cyane kandi igahinduka, bigatuma ihitamo neza kubaka inyubako zikoreshwa na AI.

Ku rundi ruhande, DSPy, ni isomero rya Python ritanga urutonde rwibikoresho na API zo kubaka ibikoresho bya software byegerejwe abaturage. Ifasha abitezimbere gukora sisitemu yagabanijwe ishobora gupima mu buryo butambitse kandi ikora umuvuduko mwinshi wimodoka. DSPy yashizweho kugirango ikore neza kandi itekanye, bituma ihitamo neza mukubaka porogaramu nyinshi.

Kuki Ukoresha LangChain na DSPy muburyo bwo kwegereza ubuyobozi abaturage?

Gukoresha LangChain na DSPy muburyo bwo kwegereza ubuyobozi abaturage bitanga inyungu nyinshi, harimo:

**

• ** Umutekano wongerewe **: LangChain na DSPy bitanga urwego rwo hejuru rwumutekano, rwemeza ko amakuru arinzwe kandi afite umutekano. **
• ** Kugabanya Ingorabahizi **: LangChain na DSPy bitanga urutonde rwibikoresho namasomero byoroshya iterambere ryimyubakire ya software yegerejwe abaturage.

Gushyira mubikorwa LangChain na DSPy kubwububiko bwegerejwe abaturage

Gushyira mubikorwa LangChain na DSPy kubwubatsi bwegerejwe abaturage, kurikiza izi ntambwe:

1. ** Shyiramo LangChain na DSPy **: Shyira LangChain na DSPy ukoresheje umuyoboro: umuyoboro ushyire langchain dspy
3. ** Kora DSPy Node **: Kora DSPy node ukoresheje icyiciro cya dspy.Node:node = dspy.Node ()
4. ** Huza LangChain na DSPy **: Huza LangChain na DSPy unyuza umukozi wa LangChain kuri node ya DSPy: node.add_agent (agent)
5. ** Kohereza Sisitemu yo Kwegereza ubuyobozi abaturage **: Kohereza sisitemu yegerejwe abaturage ukoresheje igicu cyangwa urubuga rwa kontineri.

Kode y'intangarugero: Gukora umukozi wa LangChain hamwe na DSPy Node

Dore urugero kode yo guhagarika ikora umukozi wa LangChain hamwe na DSPy node: `` python gutumiza mu mahanga kwinjiza dspy

umukozi = ururimi. Byihutirwa ()

Kora urwego DSPy

node = dspy.Node ()

Huza LangChain na DSPy

node.add_agent (agent)

Kohereza sisitemu yegerejwe abaturage

node.deploy () `` ` Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Hano haribintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri LangChain na DSPy:

1. langchain.Agent (): Kurema umukozi mushya wa LangChain.
2. dspy.Node (): Kurema DSPy nshya.
3. Node.add_agent (agent): Ihuza umukozi wa LangChain hamwe na DSPy.
4. node.deploy (): Ikoresha sisitemu yegerejwe abaturage.
5. `langchain.
6. dspy.create_network ('umuyoboro_nzina'): Kurema umuyoboro mushya ukoresheje DSPy.
7. node.add_node (node_name): Ongeraho urwego rushya muri sisitemu yegerejwe abaturage.
8. node.kuraho_node (node_name): Kuraho node muri sisitemu yegerejwe abaturage.
9. langchain.train_model ('model_name'): Itoza moderi nshya ya AI ukoresheje LangChain.
10. Dspy.monitor_node (node_name): Ikurikirana imikorere yumutwe muri sisitemu yegerejwe abaturage.

Kubona amashusho

Dore amashusho ya sisitemu yegerejwe abaturage ukoresheje Chart.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Umukozi wa LangChain", "DSPy Node", "Sisitemu yo kwegereza ubuyobozi abaturage"], "imibare": [ { "label": "Imikorere", "amakuru": [80, 90, 95], "backgroundColor": ["# FF6384", "# 36A2EB", "# FFCE56"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Imikorere ya Sisitemu yegerejwe abaturage" }, "umugani": { "kwerekana": ukuri } } } ` Iyi visualisation yerekana imikorere ya sisitemu yegerejwe abaturage, harimo umukozi wa LangChain, DSPy node, hamwe na sisitemu rusange.

Umwanzuro

Mu gusoza, LangChain na DSPy nibikoresho bikomeye byo kubaka ibikoresho bya software byegerejwe abaturage bishobora gukoresha ibikoresho bikoreshwa na AI. Mugukurikiza intambwe zavuzwe muriki kiganiro, abitezimbere barashobora gukora ibipimo binini cyane, bifite umutekano, kandi birashobora gukoreshwa na AI ikoresha imbaraga zishobora guhuza no guhindura ibyo abakoresha bakeneye. Urugero kode yo guhagarika hamwe na top 10 yakoreshejwe cyane / ibisobanuro bitanga ubuyobozi bufatika bwo gushyira mubikorwa LangChain na DSPy muburyo bwo kwegereza ubuyobozi abaturage. Igice cyo kubonerana gitanga gusobanukirwa neza imikorere ya sisitemu yegerejwe abaturage.