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OpenAI

Maarso 11, 2025

Badeecad

New tools for building agents

Ku tijaabi Playground(ku furmaa daaqad cusub)
A sleek, minimal interface displaying a task list for an AI agent, including ‘triage_agent,’ ‘guardrail,’ and ‘update_salesforce_record,’ over a fluid blue abstract background.

Maanta, waxaan sii daynaynaa qaybtii ugu horreysay ee dhismayaasha aasaasiga ah ee ka caawin doona horumariyayaasha iyo shirkadaha inay dhisaan wakiillo waxtar leh oo lagu kalsoonaan karo. Waxaan u aragnaa wakiillo inay yihiin nidaamyo si madax-bannaan u qabta hawlo iyagoo ku matalaya isticmaaleyaasha. Sannadkii la soo dhaafay, waxaan soo bandhignay awoodo nooc oo cusub—sida caqliyeyn horumarsan, isdhexgal badan, iyo farsamooyin amni oo cusub—kuwaas oo dhidibada u taagay noocyadeenna inay maareeyaan hawlaha adag ee tallaabooyin badan leh ee loo baahan yahay si loo dhiso wakiillo. Si kastaba ha ahaatee, macaamiishu waxay nala wadaageen in awoodahan loo rogo wakiillo diyaar u ah wax-soo-saarka ay noqon karto caqabad, badanaa waxayna u baahan tahay dib-u-habayn badan oo weydiin ah iyo habayn caqliyeed gaar ah iyada oo aan la helin aragti ku filan ama taageero ku-dhex-jirta.

Si aan uga jawaabno caqabadahan, waxaan soo bandhigaynaa API-yo iyo qalab cusub oo si gaar ah loogu talagalay inay fududeeyaan horumarinta app-yada wakiillaysan:

Qalabkan cusub waxay hagaajiyaan caqliga asaasiga ah ee wakiilka, habaynta, iyo isdhexgalka, taasoo ka dhigaysa mid si weyn ugu fudud horumariyayaasha inay bilaabaan dhismaha wakiillada. Toddobaadyada iyo bilaha soo socda, waxaan qorshaynaynaa inaan sii deyno qalab iyo awoodo dheeraad ah si aan u sii fududeyno una dedejinno dhismaha app-yada wakiillaysan ee madalkeenna.

Soo bandhigista Responses API

Responses API waa unuggayaga API ee cusub ee aasaasiga ah ee loogu talagalay ka faa’iidaysiga qalabka ku-dhex-jira ee OpenAI si loo dhiso wakiillo. Waxa uu isku daraa fudaydka Chat Completions iyo awoodaha isticmaalka qalabka ee Assistants API. Iyadoo awoodaha noocyadu sii kobcayaan, waxaan aaminsanahay in Responses API uu siin doono aasaas dabacsan oo dheeraad ah horumariyayaasha dhisaya app-yo wakiillaysan. Hal wicitaan oo Responses API ah, horumariyayaashu waxay awoodi doonaan inay ku xalliyaan hawlo sii adkaanaya iyagoo adeegsanaya qalab badan iyo wareegyo nooc oo badan.

Bilow ahaan, Responses API waxay taageeri doontaa qalab cusub oo ku-dhex-jira sida baaritaanka webka, baaritaanka faylka, iyo isticmaalka kombiyuutarka. Qalabkan waxaa loo naqshadeeyay inay si wadajir ah u shaqeeyaan si ay noocyada ugu xiraan dunida dhabta ah, taasoo ka dhigaysa kuwo ka waxtar badan dhammaystirka hawlaha. Waxa kale oo ay la timaaddaa dhowr horumar oo dhinaca isticmaalka ah oo ay ku jiraan naqshad mideysan oo ku salaysan item, polymorphism ka fudud, dhacdooyin streaming oo dareen ahaan sahlan, iyo caawiyeyaasha SDK sida response.output_text si si fudud loo helo soo-saarka qoraalka ee nooca.

Responses API waxaa loogu talagalay horumariyayaasha doonaya inay si fudud ugu daraan noocyada OpenAI iyo qalabka ku-dhex-jira app-yadooda, iyada oo aan la marin kakanaanta isku darka API-yo badan ama adeeg-bixiyeyaal dibadeed. API-gu waxa kale oo uu sahlayaa in xog lagu kaydiyo OpenAI si horumariyayaashu u qiimeeyaan waxqabadka wakiilka iyagoo adeegsanaya astaamo ay ka mid yihiin tracing iyo evaluations. Xusuusin ahaan, annagu kuma tababarno noocyadeenna xogta ganacsiga si caadi ah, xitaa marka xogta lagu kaydiyo OpenAI. API-gu waxa uu u diyaar yahay dhammaan horumariyayaasha laga bilaabo maanta mana laha lacag gooni ah—token-yada iyo qalabkuna waxa lagu dalacayaa heerarka caadiga ah ee ku qeexan bogga qiimaha⁠(ku furmaa daaqad cusub). Eeg hagaha bilowga degdegga ah⁠(ku furmaa daaqad cusub) ee Responses API si aad wax badan uga barato.

Waxa tani uga dhigan tahay API-yada jira

  • API-ga Chat Completions⁠(ku furmaa daaqad cusub): Chat Completions weli waa API-gayaga ugu isticmaalka badan, waxaana si buuxda nooga go’an inaan ku taageerno noocyo iyo awoodo cusub. Horumariyayaasha aan u baahnayn qalab ku-dhex-jira waxay si kalsooni leh u sii wadan karaan isticmaalka Chat Completions. Waxaan sii dayn doonnaa noocyo cusub oo ku socda Chat Completions mar kasta oo awoodahoodu aanay ku tiirsanayn qalab ku-dhex-jira ama wicitaanno nooc badan ah. Si kastaba ha ahaatee, Responses API waa nooc ka ballaaran⁠(ku furmaa daaqad cusub) Chat Completions oo leh isla waxqabadka wanaagsan, sidaas darteed isdhexgalada cusub waxaan kugula talinaynaa inaad ka bilowdo Responses API.
  • Assistants API⁠(ku furmaa daaqad cusub): Iyadoo lagu salaynayo jawaab-celinta horumariyayaasha ee beta-ga Assistants API, waxaan ku darnay horumarradii muhiimka ahaa gudaha Responses API, taasoo ka dhigaysa mid dabacsan, dhakhso badan, oo sahlan in la isticmaalo. Waxaan ka shaqaynaynaa inaan gaarno isu-ekeysi buuxa oo astaamo ah oo u dhexeeya Assistants iyo Responses API, oo ay ku jirto taageerada walxo u eg Assistant iyo Thread, iyo qalabka Code Interpreter. Marka tan la dhammeeyo, waxaan qorshaynaynaa inaan si rasmi ah u shaacinno joojinta Assistants API iyadoo bartilmaameedka taariikhda gabagabadu tahay bartamaha 2026. Marka la joojiyo, waxaan bixin doonnaa hagitaan guuritaan oo cad oo ka imanaya Assistants API kuna socda Responses API kaasoo u oggolaanaya horumariyayaasha inay ilaashadaan dhammaan xogtooda oo ay guuriyaan app-yadooda. Ilaa aan si rasmi ah u shaacinno joojintaas, waxaan sii wadi doonnaa inaan noocyo cusub gaarsiinno Assistants API. Responses API waxay matalaysaa jihada mustaqbalka ee dhismaha wakiillada OpenAI.

Soo bandhigista qalabka ku-dhex-jira ee Responses API

Baaritaanka webka

Horumariyayaashu hadda waxay heli karaan jawaabo degdeg ah oo cusub, leh xigashooyin cad oo khuseeya oo ka imanaya webka. Gudaha Responses API, baaritaanka webku waxa uu u diyaar yahay qalab ahaan marka la isticmaalayo gpt-4o iyo gpt-4o-mini, waxaana lala lamaanayn karaa qalab kale ama wicitaanno function ah.

JavaScript

1
const response = await openai.responses.create({
2
    model: "gpt-4o",
3
    tools: [ { type: "web_search_preview" } ],
4
    input: "What was a positive news story that happened today?",
5
});
6

7
console.log(response.output_text);

Intii lagu jiray tijaabooyinkii hore, waxaan aragnay horumariyayaal dhisaya xalal ku salaysan baaritaanka webka oo loogu talagalay adeegsiyaal kala duwan oo ay ku jiraan kaaliyeyaasha wax iibsiga, wakiillada cilmi-baarista, iyo wakiillada ballansashada safarka—si kooban, app kasta oo u baahan macluumaad webka ka imanaya oo waqtigiisu cusub yahay.

Tusaale ahaan, Hebbia⁠(ku furmaa daaqad cusub) waxay ka faa’iidaysataa aaladda baaritaanka webka si ay uga caawiso maareeyayaasha hantida, shirkadaha private equity iyo credit-ka, iyo xafiisyada sharciga inay si dhakhso ah uga soo saaraan aragtiyo wax-qabad leh xog badan oo dadweyne iyo mid gaar ah. Iyagoo ku dhex daraya awoodaha baaritaanka waqtiga-dhabta ah habsocodyadooda cilmi-baarista, Hebbia waxay keentaa xog suuqeed qani ah oo ku habboon xaalad gaar ah waxayna si joogto ah u hagaajisaa saxnaanta iyo ku-habboonaanta falanqayntooda, iyagoo ka sarreeya cabbirrada hadda jira.

Baaritaanka webka ee API-ga waxa awood siiya isla nooca loo isticmaalo baaritaanka ChatGPT. SimpleQA, oo ah cabbir qiimeeya saxnaanta LLM-yada marka ay ka jawaabayaan su’aalo gaagaaban oo xaqiiqo ku salaysan, GPT‑4o search preview iyo GPT‑4o mini search preview waxay kala helaan 90% iyo 88%.

Saxnaanta SimpleQA (kan sare ayaa ka fiican)
63%38%47%15%90%88%Saxnaan

Jawaabaha lagu soo saaro baaritaanka webka ee API-ga waxa ku jira xiriiriyeyaasha ilaha, sida maqaalada wararka iyo qoraallada baloogga, taasoo isticmaaleyaasha siinaysa hab ay wax badan ku bartaan. Xigashooyinkan cad ee ku dhex jira qoraalka, isticmaaleyaashu waxay macluumaadka ula falgeli karaan si cusub, halka milkiilayaasha nuxurkuna ay helayaan fursado cusub oo ay ku gaadhaan dhagaystayaal ballaaran.

Websaydh kasta ama daabacaha kasta wuu dooran karaa inuu ka muuqdo⁠(ku furmaa daaqad cusub) baaritaanka webka ee API-ga.

Aaladda baaritaanka webka waxay u diyaar tahay dhammaan horumariyayaasha iyadoo hordhac ahaan ugu jirta Responses API. Waxa kale oo aanu siinaynaa horumariyayaasha helitaan toos ah oo ku saabsan noocyadeenna baaritaanka ee si gaar ah loo hagaajiyay gudaha API-ga Chat Completions iyada oo loo marayo gpt-4o-search-preview iyo gpt-4o-mini-search-preview. Qiimuhu⁠(ku furmaa daaqad cusub) wuxuu ka bilaabmaa siday u kala horreeyaan $30 iyo $25 kunkii weydiinba ee GPT‑4o search iyo 4o-mini search. Ka eeg baaritaanka webka gudaha Playground⁠(ku furmaa daaqad cusub) oo wax badan ka baro dukumiintiyadeenna⁠(ku furmaa daaqad cusub).

Baaritaanka faylka

Horumariyayaashu hadda si fudud ayay uga soo saari karaan macluumaad khuseeya tiro badan oo dukumenti ah iyagoo adeegsanaya aaladda baaritaanka faylka ee la hagaajiyay. Iyadoo ay taageerayso noocyo faylal badan, hagaajinta weydiinta, shaandhaynta metadata, iyo dib-u-kala-sarrayn gaar ah, waxay keeni kartaa natiijooyin baaritaan oo degdeg ah oo sax ah. Mar kale, iyadoo la adeegsanayo Responses API, waxay qaadanaysaa oo keliya dhowr sadar oo kood ah in la dhexgeliyo.

JavaScript

1
const productDocs = await openai.vectorStores.create({
2
    name: "Product Documentation",
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    file_ids: [file1.id, file2.id, file3.id],
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});
5

6
const response = await openai.responses.create({
7
    model: "gpt-4o-mini",
8
    tools: [{
9
        type: "file_search",
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        vector_store_ids: [productDocs.id],
11
    }],
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    input: "What is deep research by OpenAI?",
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});
14

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console.log(response.output_text);

Aaladda baaritaanka faylka waxaa loo adeegsan karaa isticmaalyo badan oo dunida dhabta ah ah, oo ay ku jiraan u suurtogelinta wakiilka taageerada macaamiisha inuu si fudud u galo FAQ-yada, ka caawinta kaaliye sharci inuu si degdeg ah u tixraaco kiisaskii hore ee xirfadle u qalma, iyo ka caawinta wakiilka koodhaynta inuu wax ka weydiiyo dukumiintiyada farsamo. Tusaale ahaan, Navan⁠(ku furmaa daaqad cusub) waxay adeegsataa baaritaanka faylka gudaha wakiilkeeda safarka ee ku shaqeeya AI si ay si degdeg ah ugu siiso isticmaaleyaasheeda jawaabo sax ah oo ka imanaya maqaallada saldhigga aqoonta (sida siyaasadda safarka ee shirkaddooda). Iyadoo leh hagaajinta weydiinta iyo dib-u-kala-sarraynta ku-dhex-jirta, waxay awoodaan inay dejiyaan dhuun RAG oo awood leh iyada oo aan loo baahnayn hagaajin ama habayn dheeraad ah. Iyadoo leh vector stores u gaar ah koox kasta oo isticmaale ah, Navan waxay awood u leedahay inay jawaabaha ku waafajiso dejimaha akoonnada gaarka ah iyo doorarka isticmaaleyaasha, taasoo badbaadinaysa waqtiga macaamiisha iyo shaqaalahooda isla markaana gacan ka geysanaysa bixinta taageero sax ah oo shakhsiyeeysan.

Qalabkani wuxuu gudaha Responses API uga diyaar yahay dhammaan horumariyayaasha. Isticmaalka waxa qiimihiisu yahay⁠(ku furmaa daaqad cusub) $2.50 kunkii weydiinba iyo kaydinta faylka oo ah $0.10/GB/maalintii, iyadoo GB-ga ugu horreeya uu bilaash yahay. Qalabku wuxuu sidoo kale sii ahaanayaa mid laga heli karo gudaha Assistants API. Ugu dambayn, waxaan sidoo kale ku darnay bar-dhammaad baaritaan oo cusub walxaha Vector Store API si si toos ah xogtaada loogu weydiiyo looguna isticmaalo app-yo iyo API-yo kale. Wax badan ka baro dukumiintiyadeenna⁠(ku furmaa daaqad cusub) oo ka bilow tijaabinta gudaha Playground⁠(ku furmaa daaqad cusub).

Isticmaalka kombiyuutarka

Si loo dhiso wakiillo awood u leh inay hawlo ku dhammaystiraan kombiyuutar, horumariyayaashu hadda waxay isticmaali karaan aaladda isticmaalka kombiyuutarka ee ku jirta Responses API, taasoo ku shaqaynaysa isla nooca Computer-Using Agent (CUA) ee awood siiya Operator. Noocan hordhaca cilmi-baarista ahi wuxuu dhigay rikoor cusub oo heerka ugu sarreeya ah, isagoo gaaray 38.1% guul ah OSWorld⁠(ku furmaa daaqad cusub) ee hawlaha isticmaalka kombiyuutarka oo buuxa, 58.1% ee WebArena⁠(ku furmaa daaqad cusub), iyo 87% ee WebVoyager⁠(ku furmaa daaqad cusub) ee isdhexgalka ku salaysan webka.

Aaladda isticmaalka kombiyuutarka ee ku-dhex-jirta waxay qabataa falalka jiirka iyo kiiboodhka ee uu noocku soo saaro, taasoo u suurto gelinaysa horumariyayaasha inay otomaatigyeeyaan hawlaha isticmaalka kombiyuutarka iyagoo si toos ah falalkan ugu turjumaya amarro la fulin karo gudaha deegaannadooda.

JavaScript

1
const response = await openai.responses.create({
2
    model: "computer-use-preview",
3
    tools: [{
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        type: "computer_use_preview",
5
        display_width: 1024,
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        display_height: 768,
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        environment: "browser",
8
    }],
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    truncation: "auto",
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    input: "I'm looking for a new camera. Help me find the best one.",
11
});
12

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console.log(response.output);

Horumariyayaashu hadda waxay isticmaali karaan aaladda isticmaalka kombiyuutarka si ay u otomaatigyeeyaan habsocodyada ku salaysan biraawsarka sida samaynta hubinta tayada ee app-yada webka ama fulinta hawlaha gelinta xogta ee nidaamyada duugga ah. Tusaale ahaan, Unify⁠(ku furmaa daaqad cusub) waa nidaam waxqabad oo kobciya dakhliga, kuna adeegsada wakiillo inay aqoonsadaan ujeeddooyinka, baaraan akoonnada, oo la falgalaan iibsadayaasha. Iyagoo adeegsanaya aaladda isticmaalka kombiyuutarka ee OpenAI, wakiillada Unify waxay heli karaan macluumaad aan hore looga gaadhi karin API-yo—sida u suurtagelinta shirkad maareynta hanti inay khariidado onlayn ah ku xaqiijiso in ganacsi uu ballaariyay raadkiisa dhuleed. Cilmi-baaristan waxay u shaqaysaa sidii calaamad gaar ah oo kicisa xiriir shakhsiyeeysan—taasoo awood siinaysa kooxaha aad suuqa inay si sax ah oo baaxad leh ula falgalaan iibsadayaasha.

Tusaale kale ahaan, Luminai⁠(ku furmaa daaqad cusub) waxay isku dartay aaladda isticmaalka kombiyuutarka si ay u otomaatigyeeyaan habsocodyo hawlgal oo adag oo loogu talagalay shirkado waaweyn oo leh nidaamyo duug ah oo aan lahayn helitaan API iyo xog heeraysan. Tijaabo dhowaan lala sameeyay urur weyn oo adeeg bulsho ah, Luminai waxay si otomaatig ah u qabatay habka farsamaynta codsiyada iyo diiwaangelinta isticmaaleyaasha maalmo gudahood—arrin ay otomaatigga habsocodka robotiga dhaqameed (RPA) ku dhibtoonaysay inuu gaaro xitaa bilo dadaal ah kadib.

Kahor intaanan sannadkii hore ku soo saarin CUA gudaha Operator, waxaan samaynay tijaabooyin amni oo ballaaran iyo qiimeynta awoodda nidaamka, annagoo wax ka qabanaynay saddex meelood oo waaweyn oo khatar ah: si khaldan u isticmaalid, khaladaadka nooca, iyo khataraha afka hore. Si wax looga qabto khataraha la xidhiidha ballaarinta awoodaha Operator ee nidaamyada hawlgalka maxalliga ah iyada oo loo marayo CUA gudaha API-ga, waxaan samaynay qiimeynno amni oo dheeraad ah iyo qiimeynta awoodda nidaamka. Waxaan sidoo kale u darnay yareynno loogu talagalay horumariyayaasha, oo ay ku jiraan hubinno amni oo ka hortaga weerarka weydiinta, weydiimo xaqiijin ah oo hawlaha xasaasiga ah, qalab ka caawiya horumariyayaasha inay go'doomiyaan deegaanadooda, iyo ogaansho la xoojiyay oo xadgudubyo siyaasadeed oo suurtagal ah. Inkastoo yareyntani ay caawiyaan dhimista khatarta, noocku weli wuu nugul yahay khaladaad aan ula kac ahayn, gaar ahaan deegaannada aan biraawsarka ahayn. Tusaale ahaan, waxqabadka CUA ee OSWorld, oo ah cabbir loogu talagalay in lagu qiyaaso waxqabadka wakiillada AI ee hawlaha dunida dhabta ah, hadda waa 38.1%, taasoo muujinaysa in noocku uusan weli si aad ah loogu kalsoonaan karin otomaatigyeeynta hawlaha nidaamyada hawlgalka. Kormeer bini'aadan ayaa lagula talinayaa xaaladahan. Faahfaahin dheeraad ah oo ku saabsan shaqadayada amniga ee gaarka u ah API-ga waxaa laga heli karaa kaarka siistamka ee la cusboonaysiiyay.

Nooca halbeeggaHeer-beegaIsticmaalka kombiyuutarka (is-dhexgal caalami ah)Wakiilada daalacashada mareegtaBini’aadam
Wakiilka Isticmaalka Kombiyuutarka CUA ee OpenAI SOTA-kii horeSOTA-kii hore
Isticmaalka kombiyuutarkaOSWorld38.1%22.0%-72.4%
Isticmaalka daalacadahaWebArena58.1%36.2%57.1%78.2%
WebVoyager87.0%56.0%87.0%-
Faahfaahinta qiimeynta waxaa lagu sharraxay halkan

Laga bilaabo maanta, aaladda isticmaalka kombiyuutarka waxa ay u diyaar tahay hordhac cilmi-baaris ah gudaha Responses API oo loogu talagalay horumariyeyaal xulan oo ku jira heerarka isticmaalka 3-5⁠(ku furmaa daaqad cusub). Isticmaalka waxa qiimihiisu yahay⁠(ku furmaa daaqad cusub) $3/1M input token iyo $12/1M output token. Wax badan ka baro dukumiintiyadeenna⁠(ku furmaa daaqad cusub) oo eeg app-ka tusaalaha ah⁠(ku furmaa daaqad cusub) ee sharxaya sida qalabkan wax loogu dhiso.

Agents SDK

Marka laga soo tago dhismaha caqliga asaasiga ah ee wakiillada iyo siinta helitaanka qalab si ay waxtar u yeeshaan, horumariyayaashu waxay sidoo kale u baahan yihiin inay habeeyaan habsocodyada wakiillaysan. Agents SDK-geenna cusub ee furan wuxuu fududeeyaa habaynta habsocodyada wakiillo badan leh wuxuuna bixiyaa horumarro muuqda marka loo eego Swarm⁠(ku furmaa daaqad cusub), oo ah SDK tijaabo ah oo aanu sii daynay sannadkii hore kaasoo si ballaaran ay u qaateen bulshada horumariyayaashu isla markaana si guul leh ay u hawlgeliyeen macaamiil badan.

Horumarrada waxa ka mid ah:

  • Wakiillo: LLM-yo si fudud loo habayn karo oo leh tilmaamo cad iyo qalab ku-dhex-jira.
  • Wareejinno: Si caqli leh ugu wareeji xakamaynta wakiillada dhexdooda.
  • Guardrails: Hubinno amni oo la habayn karo oo loogu talagalay ansixinta gelinta iyo soo-saarka.
  • Tracing & Observability: Muuji raadadka fulinta wakiilka si loo saxo loona tayeeyo waxqabadka.

Python

1
from agents import Agent, Runner, WebSearchTool, function_tool, guardrail
2

3
@function_tool
4
def submit_refund_request(item_id: str, reason: str):
5
    # Your refund logic goes here
6
    return "success"
7

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support_agent = Agent(
9
    name="Support & Returns",
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    instructions="You are a support agent who can submit refunds [...]",
11
    tools=[submit_refund_request],
12
)
13

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shopping_agent = Agent(
15
    name="Shopping Assistant",
16
    instructions="You are a shopping assistant who can search the web [...]",
17
    tools=[WebSearchTool()],
18
)
19

20
triage_agent = Agent(
21
    name="Triage Agent",
22
    instructions="Route the user to the correct agent.",
23
    handoffs=[shopping_agent, support_agent],
24
)
25

26
output = Runner.run_sync(
27
    starting_agent=triage_agent,
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    input="What shoes might work best with my outfit so far?",
29
)

Agents SDK waxa uu ku habboon yahay codsiyo kala duwan oo dunida dhabta ah ah, oo ay ku jiraan otomaatigga taageerada macaamiisha, cilmi-baaris tallaabooyin badan leh, curinta nuxurka, dib-u-eegista koodhka, iyo raadinta macaamiisha iibka. Tusaale ahaan, Coinbase⁠(ku furmaa daaqad cusub) waxay adeegsatay Agents SDK si ay si degdeg ah ugu tijaabiso uguna hawlgeliso AgentKit, oo ah qalab u suurtogeliya wakiillada AI inay si habsami leh ula falgalaan boorsooyinka crypto iyo hawlo kala duwan oo on-chain ah. Dhowr saacadood gudahood, Coinbase waxay ku dhex dartay falal gaar ah oo ka socda Developer Platform SDK-kooda wakiil si buuxda u shaqaynaya. Qaab-dhismeedka AgentKit ee la hagaajiyay ayaa fududeeyay habka lagu darayo falal wakiil oo cusub, taasoo u oggolaanaysa horumariyayaasha inay diiradda saaraan isdhexgal macne leh halkii ay waqti ku lumin lahaayeen habaynno wakiil oo adag. 

Dhawr maalmood gudahood, Box⁠(ku furmaa daaqad cusub) waxay awooday inay si degdeg ah u abuurto wakiillo ka faa’iidaysanaya baaritaanka webka iyo Agents SDK si ay shirkadaha ugu suurtogeliyaan inay ka baaraan, wax ka weydiiyaan, kana soo saaraan aragtiyo xog aan qaabaysnayn oo ku kaydsan Box iyo ilaha internetka ee guud. Habkan waxa uu macaamiisha u oggolaanayaa oo keliya inaysan helin xogtii ugu dambaysay, balse sidoo kale inay si nabdoon oo ammaan ah uga baaraan xogtooda gudaha ee gaar ahaaneed, si waafaqsan rukhsadahooda gudaha iyo siyaasadaha amniga. Tusaale ahaan, shirkad adeegyo maaliyadeed ah ayaa dhisi karta wakiil gaar ah oo u yeedha Box AI agent si uu isugu daro falanqayntooda suuqa gudaha ee ku kaydsan Box iyo wararka waqtiga-dhabta ah iyo xogta dhaqaale ee webka, taasoo falanqeeyayaashooda siinaysa aragti dhammaystiran oo loogu talagalay go’aamada maalgashiga.

Agents SDK waxa uu la shaqeeyaa Responses API iyo API-ga dhammeystirka wada-sheekeysiga. SDK-gu waxa kale oo uu la shaqayn doonaa noocyo ka imanaya adeeg-bixiyeyaal kale, inta ay bixinayaan bar-dhammaadka API oo u eg qaabka Chat Completions. Horumariyayaashu waxay isla markiiba ku dhex dari karaan saldhigyada koodhkooda Python, iyadoo taageerada Node.js ay dhowaan iman doonto. Wax badan ka baro dukumiintiyadeenna⁠(ku furmaa daaqad cusub).

Markii aanu naqshadaynaynay Agents SDK, kooxdeennu waxa ay dhiirrigelin ka qaadatay shaqada heerka sare ah ee dad kale oo bulshada ka tirsan ay qabteen, oo ay ku jiraan Pydantic⁠(ku furmaa daaqad cusub), Griffe⁠(ku furmaa daaqad cusub) iyo MkDocs⁠(ku furmaa daaqad cusub). Waxa naga go’an inaan sii wadno dhismaha Agents SDK sidii qaab-furan si dadka kale ee bulshada ku jira ay ugu sii ballaariyaan habkeenna.

Waxa xiga: dhismaha madasha wakiillada

Waxaan aaminsanahay in wakiilladu ay dhowaan noqon doonaan qayb muhiim ah oo ka mid ah shaqaalaha, iyagoo si weyn kor ugu qaadaya wax-soo-saarka guud ahaan warshadaha. Maadaama shirkaduhu si isa soo taraysa u doonayaan inay AI uga faa’iidaystaan hawlo adag, waxaan ka go’an tahay inaan bixino dhismayaasha aasaasiga ah ee u suurto gelinaya horumariyayaasha iyo shirkadaha inay si wax ku ool ah u abuuraan nidaamyo iskood u shaqeeya oo keena saameyn dhab ah.

Sii-deynta maanta, waxaan soo bandhigaynaa dhismayaashii ugu horreeyay si aan awood ugu siinno horumariyayaasha iyo shirkadaha inay si sahlan u dhisaan, u hawlgeliyaan, una ballaariyaan wakiillo AI oo lagu kalsoonaan karo kana waxqabad sarreeya. Maadaama awoodaha noocyadu ay sii noqonayaan kuwo wakiillaysan, waxaan sii wadi doonnaa maalgelinta isdhexgal qoto dheer oo ka dhan ah API-yadeenna iyo qalab cusub oo caawinaya hawlgelinta, qiimeynta, iyo tayaynta wakiillada wax-soo-saarka. Hadafkeenna waa inaan siino horumariyayaasha waayo-aragnimo madal oo aan kala go’ lahayn si loo dhiso wakiillo ka caawin kara hawlo kala duwan guud ahaan warshad kasta. Waxaan ku faraxsanahay inaan aragno waxa horumariyayaashu xiga dhisaan. Si aad u bilowdo, eeg dukumiintiyadeenna⁠(ku furmaa daaqad cusub) oo sug warar cusub dhawaan.

Qorayaasha

OpenAI