Izakhono

Yonke imodeli ifikelelwa nge-endpoint ezintathu ezifanayo ngesitshixo esifanayo. Iitheyibhile ezimbini zibonisa apho iimodeli zahluka khona. Umgca ongqamene ubonisa ukuba imodeli iphendula ngaphandle kwaloo sakhono.

Iimodeli zeShannon

Iimodeli ze-open-weight ezisingathiweyo

I-id yemodeli esingathiweyo yigama layo nohlobo lwayo oludityaniswe yihayifeni, umzekelo i-DeepSeek-V4-Pro-0813-3BIT-REAP.

Oko ikholamu nganye ikuthethayo

• Ii-tool. Uchaza imisebenzi kwi-tools, imodeli iphendula ngobizo oluyifunayo, kwaye ikhowudi yakho iyaluqhuba. Yonke imodeli yamkela ii-tool. I-tool_choice enyanzelweyo isetyenziswa ziimodeli ze-open-weight ezisingathiweyo. Umsebenzi Ukufowuna
• I-image input. Imodeli ifunda imifanekiso ethunyelwe ngaphakathi kumyalezo womsebenzisi, njenge-data URL okanye njengedilesi. I-shannon-2-lite ne-shannon-2-pro zifunda imifanekiso kwizicelo ezithumela kwakhona i-tools okanye i-response_format. Intsapho yeShannon 3 ifunda noxwebhu. Imifanekiso neefayile
• Ukuqiqa. Impendulo inokuthwala umbhalo wokuqiqa wemodeli ecaleni kwempendulo, kwintsimi yayo. I-effort yokuqiqa
• I-effort yokuqiqa. Intsimi yesicelo imisela ukuba imodeli iqiqa nzulu kangakanani: off, low, medium okanye high. Iimodeli zeShannon zizimisela ubunzulu bazo. I-effort yokuqiqa
• JSON object. Nge-response_format: {"type": "json_object"} impendulo yi-JSON engenasimo emiselweyo. Kwi-/v1/chat/completions nakwi-/v1/responses. Iziphumo ezicwangcisiweyo
• JSON schema. Nge-response_format yohlobo lwe-json_schema impendulo ilandela i-schema oyithumelayo. Kwi-/v1/chat/completions nakwi-/v1/responses. Iziphumo ezicwangcisiweyo
• I-Prompt caching. I-prompt eqala njengesandula ukuba khona kwimodeli enye ifundwa kwi-cache, kwaye inxalenye egcinwe ihlawulwa kwi-25% yexabiso le-input. Ayifuni ntsimi yesicelo. I-Prompt caching
• Ukufuna kwiwebhu. Nge-web_search: true i-API ifuna kwiwebhu kwaye inika imodeli iziphumo phambi kokuphendula. Kwi-/v1/chat/completions nakwi-/v1/messages. Yintsimi yesicelo kwaye ayinayo i-flag kwi-GET /v1/models. Uphendlo lwewebhu olwakhelwe ngaphakathi
• I-Streaming. Nge-stream: true impendulo ifika njengemisitho ethunyelwe yi-server ngoxa imodeli ibhala. Yonke imodeli i-stream kuzo zontathu ii-endpoint. Umsinga

Ezo nkcukacha ziyafana ukusuka kwi-GET /v1/models

GET https://api.shannon-ai.com/v1/models

I-GET /v1/models idwelisa yonke imodeli kunye ne-capabilities object, ukuze inkqubo ifunde ezi nkcukacha endaweni yeli phepha. I-endpoint ayifuni sitshixo.

from openai import OpenAI

client = OpenAI(api_key="YOUR_API_KEY", base_url="https://api.shannon-ai.com/v1")

for model in client.models.list():
    print(model.id, getattr(model, "capabilities", None))

import OpenAI from "openai";

const client = new OpenAI({ apiKey: "YOUR_API_KEY", baseURL: "https://api.shannon-ai.com/v1" });

for await (const model of client.models.list()) {
  console.log(model.id, model.capabilities);
}

curl https://api.shannon-ai.com/v1/models

I-id ne-capabilities yeempawu ezimbini ze-data:

[
  {
    "id": "shannon-3",
    "capabilities": {
      "tools": true,
      "vision": true,
      "reasoning": true,
      "reasoning_effort": false,
      "streaming": true,
      "json_schema": true
    }
  },
  {
    "id": "Kimi-K3-3BIT-REAP",
    "capabilities": {
      "tools": true,
      "vision": true,
      "reasoning": true,
      "reasoning_effort": true,
      "streaming": true,
      "response_format": true,
      "json_schema": true,
      "prompt_caching": true
    }
  }
]

• I-response_format ne-prompt_caching zii-flag zeempawu ze-open-weight ezisingathiweyo. Impawu yeShannon ixela i-JSON output nge-json_schema kuphela, emele zombini iimo ze-JSON.
• I-vision yi-true kwi-shannon-2-lite ne-shannon-2-pro: zifunda imifanekiso kwizicelo ezithumela kwakhona i-tools okanye i-response_format.

Ngaphandle komgca wemodeli

Imodeli ye-open-weight esingathiweyo iyala umfanekiso okanye imo ye-JSON engaphandle komgca wayo. Ukwala kuza phambi kokuba kuthathwe nantoni na kwibhalansi yakho:

Imodeli yeShannon iphendula isicelo esinjalo ngesimo 200: isakhono esingaphandle komgca wayo asithathi nxaxheba kwimpendulo. Ukuphatha imposiso