Awoodaha

Model kasta waxaa laga gaaraa isla saddexda endpoint iyo isla furaha. Labada shaxdood waxay tusaan halka model-yadu ku kala duwan yihiin. Xariiqdu waxay la macno tahay in model-ku ka jawaabo awoodaas la'aanteed.

Model-yada Shannon

Model-yada open-weight ee la martigeliyo

Id-ga model la martigeliyay waa magaciisa iyo nooca isaga oo xarriiq ku xiran, tusaale ahaan DeepSeek-V4-Pro-0813-3BIT-REAP.

Waxa tiir kasta macnaheedu yahay

• Tools. Waxaad functions ku sharaxdaa tools, model-ku wuxuu ku jawaabaa wicitaannada uu rabo in la sameeyo, code-kaaguna wuu ordaa. Model kasta wuu qaataa tools. tool_choice khasbay waxaa dabaqa model-yada open-weight ee la martigeliyo. Wacyigelinta Shaqada
• Gelinta sawirka. Model-ku wuxuu akhriyaa sawirrada fariinta isticmaalaha ku jira, sida data URL ama cinwaan. shannon-2-lite iyo shannon-2-pro waxay akhriyaan sawirro codsiyada sidoo kale diraya tools ama response_format. Qoyska Shannon 3 wuxuu akhriyaa dukumentiyo sidoo kale. Sawirro iyo faylal
• Reasoning. Jawaabtu waxay ku sidi kartaa qoraalka reasoning-ka model-ka jawaabta agteeda, field u gaar ah dhexdiisa. Effort-ka reasoning-ka
• Reasoning effort. Field codsi ayaa dejiya inta model-ku fikirka ka qoto dheeriyo: off, low, medium ama high. Model-yada Shannon waxay dejiyaan qoto-dheerida iyaga u gaar ah. Effort-ka reasoning-ka
• Shay JSON. Marka response_format: {"type": "json_object"} jawaabtu waa JSON aan lahayn qaab la qoray. Ka shaqeeya /v1/chat/completions iyo /v1/responses. Waxsoosaarka qaabaysan
• JSON schema. Marka response_format yahay nooca json_schema jawaabtu waxay raacdaa schema aad dirto. Ka shaqeeya /v1/chat/completions iyo /v1/responses. Waxsoosaarka qaabaysan
• Prompt caching. Prompt ku bilaabma sida mid dhow oo isla model ah waxaa laga akhriyaa cache, qaybta cached-na waxaa lagu dallacaa 25% qiimaha input-ka. Field codsi looma baahna. Kaydinta Prompt-ka
• Raadinta webka. Marka web_search: true API-gu wuxuu raadiyaa webka wuxuuna natiijooyinka siiyaa model-ka ka hor inta uusan jawaabin. Ka shaqeeya /v1/chat/completions iyo /v1/messages. Waa field codsi oo calan kuma laha GET /v1/models. Ku-dhismay Raadinta Shabakadda
• Streaming. Marka stream: true jawaabtu waxay timaadaa sida server-sent events inta model-ku qoranayo. Model kasta wuu stream-gareeyaa dhammaan saddexda endpoint. Streaming

Isla xaqiiqooyinka GET /v1/models

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

GET /v1/models wuxuu liis garaynayaa model kasta oo leh shay capabilities, sidaas darteed barnaamij wuxuu akhrin karaa xaqiiqooyinkan halkii uu bogga ka akhrin lahaa. Endpoint-ku fure ma u baahna.

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

id iyo capabilities ee laba gelin oo data ah:

[
  {
    "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
    }
  }
]

• response_format iyo prompt_caching waa calamo gelinnada open-weight ee la martigeliyo. Gelinta Shannon waxay output-ka JSON ku sheegtaa json_schema keliya, kaas oo u taagan labada JSON mode.
• vision waa true shannon-2-lite iyo shannon-2-pro: waxay akhriyaan sawirro codsiyada sidoo kale diraya tools ama response_format.

Ka baxsan safka model-ka

Model open-weight oo la martigeliyay wuxuu diidaa sawir ama JSON mode ka baxsan safkiisa. Diidmadu waxay timaadaa ka hor inta wax laga qaadin haraagaaga:

Model Shannon wuxuu ka jawaabaa codsi sidaas ah xaalad 200: awoodda ka baxsan safkiisa ma qaadato qayb jawaabta. Khaladaadka Maareynta