Rasmlar va fayllar
Rasmlarni xabar bilan yuboring: qaysi modellar qabul qiladi, qabul qilinadigan shakllar va ularning limitlari.
POST https://api.shannon-ai.com/v1/chat/completions
Rasm foydalanuvchi xabari ichida, uning contentining bir qismi sifatida boradi. Namuna mahalliy faylni o'qiydi va uni data URL sifatida yuboradi.
import base64
from openai import OpenAI
client = OpenAI(api_key="YOUR_API_KEY", base_url="https://api.shannon-ai.com/v1")
with open("photo.jpg", "rb") as f:
image = base64.b64encode(f.read()).decode()
response = client.chat.completions.create(
model="shannon-3",
messages=[{
"role": "user",
"content": [
{"type": "text", "text": "What is in this picture?"},
{"type": "image_url", "image_url": {"url": "data:image/jpeg;base64," + image}},
],
}],
)
print(response.choices[0].message.content) import fs from "node:fs";
import OpenAI from "openai";
const client = new OpenAI({ apiKey: "YOUR_API_KEY", baseURL: "https://api.shannon-ai.com/v1" });
const image = fs.readFileSync("photo.jpg").toString("base64");
const response = await client.chat.completions.create({
model: "shannon-3",
messages: [{
role: "user",
content: [
{ type: "text", text: "What is in this picture?" },
{ type: "image_url", image_url: { url: "data:image/jpeg;base64," + image } },
],
}],
});
console.log(response.choices[0].message.content); # Linux: base64 -w0 photo.jpg macOS: base64 -i photo.jpg
IMAGE=$(base64 -w0 photo.jpg)
curl https://api.shannon-ai.com/v1/chat/completions \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d @- <<EOF
{
"model": "shannon-3",
"messages": [{
"role": "user",
"content": [
{"type": "text", "text": "What is in this picture?"},
{"type": "image_url", "image_url": {"url": "data:image/jpeg;base64,${IMAGE}"}}
]
}]
}
EOF {
"id": "chatcmpl-8d1f3a5c7e9b4d2f6a8c0e2b4d6f8a1c",
"object": "chat.completion",
"created": 1791590400,
"model": "shannon-3",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "A grey cat asleep on a windowsill, with a potted fern beside it.",
"reasoning_content": null
},
"finish_reason": "stop"
}
],
"usage": {
"prompt_tokens": 286,
"completion_tokens": 19,
"total_tokens": 305
}
} Qaysi modellar rasm qabul qiladi
| Modellar | O'qiydi |
|---|---|
shannon-3, shannon-3-pro, shannon-3.1, shannon-3.1-pro | Rasmlar va hujjatlar: PDF, Word, PowerPoint, Excel va oddiy matnli fayllar. |
shannon-1.6-lite, shannon-1.6-pro | Rasmlar. |
shannon-2-lite, shannon-2-pro | Rasmlar, tools yoki response_format ham yuboradigan so'rovlarda. |
Kimi-K3-3BIT-REAP, MiniMax-M3-3BIT-REAP, Kimi-K2.6-W4A16-AUTOROUND-REAP, inkling-W4A16-AUTOROUND-REAP, MiMo-V2.5-W8A16 | Rasmlar. |
DeepSeek-V4-Pro-0813-3BIT-REAP, GLM-5.2-3BIT-REAP, Nemotron3Ultra-3BIT-REAP, DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP, Laguna-S-2.1-W4A16-AUTOROUND-REAP, MiMo-V2.5-Pro-W8A16, Hy3-W8A16 | Matn. Rasmli so'rovga 400 holati bilan javob beriladi. |
shannon-coder-1 | Matn. |
GET /v1/models rasm kirishini har bir id uchun capabilities.vision sifatida ko'rsatadi. Modellar va narxlar
- Shannon modellari oxirgi foydalanuvchi xabaridagi fayllarni o'qiydi. Rasmni u haqida so'raydigan xabarga qo'ying.
- Shannon 3 oilasi, inline yuborilgan bo'lsa, oldingi foydalanuvchi xabarlaridagi bir nechta rasm va hujjatni ham ko'z oldida tutadi va har bir so'rovda birinchisidan boshlab sanalgan belgilangan maksimal miqdordagi rasmlarni o'qiydi.
- Xostingdagi open-weight modellar suhbatning har bir xabaridagi rasmlarni o'qiydi.
Qabul qilinadigan shakllar
Fayl ikki usuldan birida yuboriladi: so'rov ichida base64 sifatida yoki API oladigan manzil sifatida. Har bir fayl so'rov bilan birga boradi; API'da yuklash endpointi yo'q.
| Endpoint | So'rovda (base64) | Manzil bo'yicha |
|---|---|---|
/v1/chat/completions | {"type": "image_url", "image_url": {"url": "data:image/jpeg;base64,…"}} | {"type": "image_url", "image_url": {"url": "https://…"}} |
/v1/responses | {"type": "input_image", "image_url": "data:image/jpeg;base64,…"} | {"type": "input_image", "image_url": "https://…"} |
/v1/messages | {"type": "image", "source": {"type": "base64", "media_type": "image/jpeg", "data": "…"}} | {"type": "image", "source": {"type": "url", "url": "https://…"}} |
Xuddi shu foydalanuvchi xabari har bir formatda:
{
"role": "user",
"content": [
{"type": "text", "text": "What is in this picture?"},
{
"type": "image_url",
"image_url": {
"url": "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD…"
}
}
]
} {
"role": "user",
"content": [
{"type": "input_text", "text": "What is in this picture?"},
{
"type": "input_image",
"image_url": "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD…"
}
]
} {
"role": "user",
"content": [
{"type": "text", "text": "What is in this picture?"},
{
"type": "image",
"source": {
"type": "base64",
"media_type": "image/jpeg",
"data": "/9j/4AAQSkZJRgABAQAAAQABAAD…"
}
}
]
} - Data URL
data:<media type>;base64,<data>shaklida.;base64qismi majburiy. /v1/chat/completionsva/v1/responsesdaimage_urlsatrning o'zi yoki{"url": "…"}obyekti bo'lishi mumkin.- Fayl turi data URL'dan yoki
media_typedan olinadi. Usiz rasmimage/pngsifatida o'qiladi. - Inline fayllar so'rov tanasi o'lchamiga kiradi, u 32 MiB gacha bo'lishi mumkin.
- Moslik uchun qabul qilinadi:
image_url.detail.
Masofaviy fayllar limitlari
Manzil yuborganingizda API faylni model ishga tushishidan oldin shu limitlar doirasida oladi:
| Limit | Qoida |
|---|---|
| O'lcham | Har bir fayl uchun 8 MiB gacha. |
| Vaqt | Javob berish uchun 20 soniya. |
| Yo'naltirishlar | Ko'pi bilan 5. |
| Manzil | http:// yoki https://, manzilda foydalanuvchi nomi yoki parolsiz, ochiq manzilli xostda. |
| Xostning javobi | 200 oralig'idagi holat va bo'sh bo'lmagan tana. Fayl turi Content-Typedan o'qiladi. |
| So'raladi | User-Agent: ShannonBot/1.0 (+https://shannon-ai.com) |
Rasmlar tokenlarda qanday hisoblanadi
Xostingdagi open-weight modellarda rasm har bir 28 × 28 pikselli bo'lak uchun bitta token hisoblanadi: kenglikni 28 ga bo'lib yuqoriga yaxlitlash, ko'paytirish, balandlikni 28 ga bo'lib yuqoriga yaxlitlash. Natija usage.prompt_tokensning bir qismi va kirish sifatida hisoblanadi.
- 1024 × 1024
- 1,369 token
- 1920 × 1080
- 2,691 token
- 512 × 512
- 361 token
- Masofaviy rasm avval olinadi, shuning uchun uning haqiqiy o'lchami hisoblanadi.
- O'lchamini o'qib bo'lmaydigan rasm 1,024 token hisoblanadi.
- Sanash endpointlari data URL'lar uchun xuddi shu qoidadan foydalanadi. Ular masofaviy manzilni olmaydi va uni 1,024 token deb hisoblaydi. Tokenlarni sanash
- Shannon modeli uchun rasmli so'rov qancha turganini javobdagi
usagedan o'qing.
Hujjatlar va boshqa fayllar
Shannon 3 oilasi (shannon-3, shannon-3-pro, shannon-3.1, shannon-3.1-pro) hujjatlarni ham o'qiydi. Hujjat matni ajratib olinadi va xabaringiz bilan birga modelga beriladi.
| Hujjat | Media turi |
|---|---|
application/pdf | |
| Word | application/vnd.openxmlformats-officedocument.wordprocessingml.document |
| PowerPoint | application/vnd.openxmlformats-officedocument.presentationml.presentation |
| Excel | application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
Hujjat rasm kabi foydalanuvchi xabarining bir qismi:
| Endpoint | So'rovda (base64) | Manzil bo'yicha |
|---|---|---|
/v1/chat/completions, /v1/messages | {"type": "document", "source": {"type": "base64", "media_type": "application/pdf", "data": "…"}} | {"type": "document", "source": {"type": "url", "url": "https://…"}} |
/v1/responses | {"type": "input_file", "file_data": "data:application/pdf;base64,…"} | {"type": "input_file", "file_url": "https://…"} |
{
"model": "shannon-3",
"messages": [
{
"role": "user",
"content": [
{
"type": "document",
"source": {
"type": "base64",
"media_type": "application/pdf",
"data": "JVBERi0xLjcKJeLjz9MK…"
}
},
{"type": "text", "text": "Summarise this report in five points."}
]
}
]
} {
"model": "shannon-3",
"input": [
{
"role": "user",
"content": [
{
"type": "input_file",
"file_data": "data:application/pdf;base64,JVBERi0xLjcKJeLjz9MK…"
},
{
"type": "input_text",
"text": "Summarise this report in five points."
}
]
}
]
} {
"model": "shannon-3",
"messages": [
{
"role": "user",
"content": [
{
"type": "document",
"source": {
"type": "base64",
"media_type": "application/pdf",
"data": "JVBERi0xLjcKJeLjz9MK…"
}
},
{"type": "text", "text": "Summarise this report in five points."}
]
}
]
} - Faylning haqiqiy media turini bering. Usiz hujjat
application/pdfsifatida o'qiladi. - CSV kabi oddiy matnli fayl matn sifatida o'qiladi va xuddi shunday biriktiriladi.
- Hujjatni o'qib bo'lmasa yoki fayl boshqa turda bo'lsa, modelga shu haqda aytiladi va u buni javobida ayta oladi. Holat baribir
200. - Boshqa har bir modelda hujjat qismi model o'qiydigan narsadan chiqarib tashlanadi va so'rovga qolgan qismi bo'yicha javob beriladi.
- Manzil bilan yuborilgan hujjat yuqoridagi masofaviy fayllar limitlari bo'yicha olinadi.
Xatolar
| Holat | Tur | Xabar | Qachon |
|---|---|---|---|
400 | invalid_request_error | <id> does not accept image input | Faqat matn qabul qiladigan xostingdagi open-weight modelga rasm yuborilgan. Balansingizdan hech narsa yechilmaydi. |
400 | invalid_request_error | audio and video input are not supported by any hosted model | Xostingdagi open-weight modelga audio yoki video qismi yuborilgan. |
413 | invalid_request_error | Failed to buffer the request body: … | So'rov tanasi inline fayllari bilan 32 MiB dan katta. Xatoda code: "request_too_large" bor. |
Shannon modeli so'rov qanday fayllarni olib kelishidan qat'i nazar 200 holati bilan javob beradi: o'qimaydigan qism chiqarib tashlanadi. Xatolarni boshqarish