Qaabka Anthropic
POST /v1/messages wuxuu qaataa codsi qaabka Anthropic Messages wuxuuna ku jawaabaa isla qaabkaas, streamed ama ma ahaan. Ku isticmaal Anthropic SDK iyo qalabka ku dhisan, sida Claude Code: deji base URL-ka, isticmaal furahaaga API ee Shannon oo magacaw id model Shannon ah.
POST https://api.shannon-ai.com/v1/messages
U jiheey Anthropic SDK base URL-ka Shannon. SDK-gu wuxuu ku daraa /v1/messages wuxuuna furahaaga ku diraa header-ka x-api-key.
import anthropic
client = anthropic.Anthropic(
api_key="YOUR_API_KEY",
base_url="https://api.shannon-ai.com",
)
message = client.messages.create(
model="shannon-3",
max_tokens=1024,
messages=[{"role": "user", "content": "Say hello in one sentence."}],
)
for block in message.content:
if block.type == "text":
print(block.text) import Anthropic from "@anthropic-ai/sdk";
const client = new Anthropic({
apiKey: "YOUR_API_KEY",
baseURL: "https://api.shannon-ai.com",
});
const message = await client.messages.create({
model: "shannon-3",
max_tokens: 1024,
messages: [{ role: "user", content: "Say hello in one sentence." }],
});
for (const block of message.content) {
if (block.type === "text") console.log(block.text);
} curl https://api.shannon-ai.com/v1/messages \
-H "x-api-key: YOUR_API_KEY" \
-H "content-type: application/json" \
-d '{
"model": "shannon-3",
"max_tokens": 1024,
"messages": [{"role": "user", "content": "Say hello in one sentence."}]
}' Jawaabtu waa fariin content kedisu yahay liis blocks ah. Blocks-ka ku raadi type kooda: marka model-ku fikiro, block-ga ugu horreeya waa thinking qoraalkuna wuu ka dambeeyaa.
{
"id": "msg_5f0c1e7a9b3d4c62a8e1f07d2b46c9a3",
"type": "message",
"role": "assistant",
"model": "shannon-3",
"content": [
{
"type": "thinking",
"thinking": "The user wants a greeting in one sentence. Keep it short and friendly."
},
{
"type": "text",
"text": "Hello, it is good to meet you."
}
],
"stop_reason": "end_turn",
"usage": {
"input_tokens": 1184,
"output_tokens": 46
}
} Header-yo
| Header | Qiime | Sharaxaad |
|---|---|---|
x-api-key | YOUR_API_KEY | Furahaaga API. Authorization: Bearer YOUR_API_KEY ayaa la aqbalaa meeshiisa. |
content-type | application/json | Loo baahan yahay. |
anthropic-version | 2023-06-01 | Waa la aqbalaa, looma baahna. Anthropic SDK wuxuu diraa 2023-06-01; jawaabtu waxay leedahay isla qaab qiime kasta. |
anthropic-beta | Waa la aqbalaa, looma baahna. | |
x-request-id | Ikhtiyaari. Id-gaaga u gaar ah ee codsiga. Jawaabta wuu ku soo noqdaa isbeddel la'aan; la'aantiis jawaabtu waxay sidataa id ka kooban 12 xaraf hexadecimal ah. |
Field-yada codsiga
Kaliya messages ayaa loo baahan yahay. Tiirka Waxay dabaqaan wuxuu magacaabayaa model-yada field-ku jawaabta ku beddelo. Model-yada open-weight ee la martigeliyo waa laba iyo toban id oo ka mid ah liiska model-yada; qoyska Shannon 3 waa shannon-3, shannon-3-pro, shannon-3.1 iyo shannon-3.1-pro. Model-yo & qiimo
| Field | Nooc | Default | Sharaxaad | Waxay dabaqaan |
|---|---|---|---|---|
model | string | shannon-1.6-lite | Id model Shannon ah oo ka mid ah liiska model-yada. U dir codsi kasta. Isbarbardhigga ma kala saaro xarfaha waaweyn iyo yaryar. Magac kale kasta wuxuu soo celiyaa 400 unknown model, sidaas darteed qalab diraya magacyadiisa model u gaar ah waa in loo dejiyo id Shannon ah. | Dhammaan model-yada |
messages | array | Loo baahan yahay. Wada-hadalka, fariinta ugu da'da weyn marka hore, oo leh doorarka user iyo assistant. Eeg Fariimaha iyo content blocks hoose. | Dhammaan model-yada | |
system | string | array | Tilmaamo loogu talagalay model-ka: string, ama array ah blocks qoraal ah. Eeg System prompt hoose. | Model-yada open-weight ee la martigeliyo, shannon-1.6-*, shannon-2-*, shannon-coder-1 | |
max_tokens | integer | 4096 | Xadka sare ee jawaabta, token-yo ahaan. Ikhtiyaari ah endpoint-kan; Anthropic SDK had iyo jeer wuu soo diraa. Qiime ka baxsan 1 ilaa 65,536 waxaa loo raraa xaddigaas gudahiisa. Waa sidoo kale cadadka laga kala dhigo haraaggaaga inta codsigu socdo. | Model-yada open-weight ee la martigeliyo, shannon-1.6-lite, shannon-1.6-pro, shannon-coder-1 |
stream | boolean | false | true wuxuu jawaabta u diraa sida server-sent events. Eeg Streaming hoose. | Dhammaan model-yada |
temperature | number | Sampling temperature. Model-yada open-weight ee la martigeliyo qiimayaasha waxaa lagu hayaa 0 iyo 2 dhexdooda. | Model-yada open-weight ee la martigeliyo, shannon-1.6-lite, shannon-1.6-pro, shannon-coder-1 | |
top_p | number | Nucleus sampling. | Model-yada open-weight ee la martigeliyo | |
stop_sequences | array | Ilaa 4 string. Jawaabtu waxay dhammaanaysaa kuwa ugu horreeya ee soo muuqda ka hor. stop_reason wuxuu ahaanayaa end_turn. | Model-yada open-weight ee la martigeliyo | |
tools | array | Tools-ka model-ku wici karo, mid kasta sida {"name", "description", "input_schema"}. Eeg Tools hoose. | Dhammaan model-yada | |
tool_choice | object | {"type": "auto"} wuxuu u daayaa model-ka inuu go'aansado, {"type": "any"} wuxuu ku khasbaa inuu wacdo tool, {"type": "tool", "name": "…"} wuxuu ku khasbaa inuu wacdo tool-kaas. | Model-yada open-weight ee la martigeliyo | |
thinking | object | Intee in leeg model-ku ka fikiraa ka hor inta uusan jawaabin. Eeg Thinking hoose. | Model-yada open-weight ee la martigeliyo | |
web_search | boolean | false | Kordhin Shannon oo qaabka ku dheehan: true wuxuu u oggolaadaa model-ka inuu raadiyo webka ka hor inta uusan jawaabin. | shannon-1.6-*, shannon-2-*, qoyska Shannon 3 |
Haddii max_tokens la'aan, qiimuhu waa 4,096, iyo 65,536 shannon-coder-1.
Calaamadaha metadata, top_k, service_tier iyo cache_control ee blocks-ka waa la aqbalaa si code-ka macmiilka ee jira u shaqeeyo isbeddel la'aan. Jawaabta ma beddelaan; prompt caching ee model-yada open-weight ee la martigeliyo waa automatic.
Jawaab JSON ah oo schema ku salaysan waxaa lagu codsadaa response_format Chat Completions iyo text.format Responses. Waxsoosaarka qaabaysan
Codsi leh system prompt iyo thinking
Codsigani wuxuu diraa system prompt, thinking budget, temperature iyo stop sequence. Wuxuu isticmaalaa model open-weight oo la martigeliyay, kaas oo dabaqa dhammaantood.
import anthropic
client = anthropic.Anthropic(
api_key="YOUR_API_KEY",
base_url="https://api.shannon-ai.com",
)
message = client.messages.create(
model="DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
max_tokens=4096,
system="You are a physics teacher. Answer in two sentences.",
thinking={"type": "enabled", "budget_tokens": 2048},
temperature=0.3,
stop_sequences=["\n\n"],
messages=[{"role": "user", "content": "Why is the sky blue?"}],
)
for block in message.content:
if block.type == "thinking":
print("reasoning:", block.thinking)
elif block.type == "text":
print("answer:", block.text)
print(message.usage) import Anthropic from "@anthropic-ai/sdk";
const client = new Anthropic({
apiKey: "YOUR_API_KEY",
baseURL: "https://api.shannon-ai.com",
});
const message = await client.messages.create({
model: "DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
max_tokens: 4096,
system: "You are a physics teacher. Answer in two sentences.",
thinking: { type: "enabled", budget_tokens: 2048 },
temperature: 0.3,
stop_sequences: ["\n\n"],
messages: [{ role: "user", content: "Why is the sky blue?" }],
});
for (const block of message.content) {
if (block.type === "thinking") console.log("reasoning:", block.thinking);
if (block.type === "text") console.log("answer:", block.text);
}
console.log(message.usage); curl https://api.shannon-ai.com/v1/messages \
-H "x-api-key: YOUR_API_KEY" \
-H "content-type: application/json" \
-d '{
"model": "DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
"max_tokens": 4096,
"system": "You are a physics teacher. Answer in two sentences.",
"thinking": {"type": "enabled", "budget_tokens": 2048},
"temperature": 0.3,
"stop_sequences": ["\n\n"],
"messages": [{"role": "user", "content": "Why is the sky blue?"}]
}' Model-yada open-weight ee la martigeliyo usage wuxuu sheegaa token-yada laga akhriyay prompt cache si gooni ah input token-yada kale.
{
"usage": {
"input_tokens": 31,
"cache_read_input_tokens": 0,
"cache_creation_input_tokens": 0,
"output_tokens": 62
}
} System prompt
system waa string, ama array ah blocks qoraal ah qaabka [{"type": "text", "text": "…"}]. Qoraallada blocks-ka waxaa lagu xiraa xariiq cusub.
Waxaa dabaqa model-yada open-weight ee la martigeliyo, shannon-1.6-lite, shannon-1.6-pro, shannon-2-lite, shannon-2-pro iyo shannon-coder-1. Id qoyska Shannon 3 la isticmaalayo, tilmaamaha waajibka ah geli fariinta isticmaalaha.
Fariimaha iyo content blocks
Fariintu waxay leedahay role, user ama assistant, iyo content. content waa string, ama array ah blocks.
| Block | Sharaxaad | Laga helo |
|---|---|---|
{"type": "text", "text": "…"} | Qoraal. | Dhammaan model-yada |
{"type": "image", "source": {"type": "base64", "media_type": "image/png", "data": "…"}}{"type": "image", "source": {"type": "url", "url": "…"}} | Sawir fariin user ah dhexdeeda, sida base64 ama URL. | Qoyska Shannon 3, shannon-1.6-lite, shannon-1.6-pro, iyo model-yada open-weight ee la martigeliyo ee liis gareeya gelinta sawirka |
{"type": "document", "source": {"type": "base64", "media_type": "application/pdf", "data": "…"}} | Dukumenti (PDF, Word, PowerPoint ama Excel) fariin user ah dhexdeeda, sida base64 ama URL. | Qoyska Shannon 3 |
{"type": "tool_use", "id": "toolu_…", "name": "…", "input": {…}} | Fariin assistant ah dhexdeeda: wicitaan tool oo model-ku sameeyay jawaab hore. | Dhammaan model-yada |
{"type": "tool_result", "tool_use_id": "toolu_…", "content": "…"} | Fariin user ah dhexdeeda: natiijada wicitaankaas. content waa string, ama liis blocks qoraal ah. | Dhammaan model-yada |
Waxaad dib u diri kartaa content ee jawaab hore sida uu yahay: blocks-ka text iyo tool_use waa la akhriyaa, blocks-ka thinking waa la ka boodaa.
Heerarka Shannon, sawirrada iyo dukumentiyada waxaa laga akhriyaa fariintii ugu dambeysay ee user. Cabbirrada iyo xadadku waxay leeyihiin bog u gaar ah. Sawirro iyo faylal
Thinking
Model-yada open-weight ee la martigeliyo waxay thinking ku beddelaan reasoning effort. Field la'aantiis effort-ku waa high.
| Qaab | budget_tokens | Saamayn |
|---|---|---|
{"type": "disabled"} | Reasoning ma jiro. Jawaabtu ma laha block thinking. | |
{"type": "enabled", "budget_tokens": 2048} | ≤ 2,048 | Effort hoose. |
{"type": "enabled", "budget_tokens": 8192} | ≤ 8,192 | Effort dhexdhexaad. |
{"type": "enabled", "budget_tokens": 16000} | > 8,192 | Effort sare. |
Model reasoning sameeya wuxuu reasoning-kiisa ku soo celiyaa block {"type": "thinking", "thinking": "…"} qoraalka ka hor. Heerarka Shannon ee reasoning sameeya sidoo kale way dirayaan.
Effort-yada waxaa lagu sharaxay bog u gaar ah. Effort-ka reasoning-ka
Tools
Tool waa function uu code-kaagu ordo. Mid kasta ku sharax name, description iyo input_schema. Marka model-ku tool rabo, jawaabtu waxay haysaa block tool_use stop_reason-na waa tool_use.
Qeexida tool ee tools:
[
{
"name": "get_weather",
"description": "Current weather for a city.",
"input_schema": {
"type": "object",
"properties": {
"city": {
"type": "string"
}
},
"required": [
"city"
]
}
}
] content ee jawaab wacda:
[
{
"type": "text",
"text": ""
},
{
"type": "tool_use",
"id": "toolu_3d9a7c1e5b2f4a60c8e1d7f09b24a6c5",
"name": "get_weather",
"input": {
"city": "Paris"
}
}
] Orod tool-ka, kaddib mar kale dir codsiga adigoo wicitaanka iyo block tool_result ku darayay messages:
[
{
"role": "user",
"content": "What is the weather in Paris?"
},
{
"role": "assistant",
"content": [
{
"type": "tool_use",
"id": "toolu_3d9a7c1e5b2f4a60c8e1d7f09b24a6c5",
"name": "get_weather",
"input": {
"city": "Paris"
}
}
]
},
{
"role": "user",
"content": [
{
"type": "tool_result",
"tool_use_id": "toolu_3d9a7c1e5b2f4a60c8e1d7f09b24a6c5",
"content": "{\"temperature_c\": 18, \"sky\": \"cloudy\"}"
}
]
}
] tool_choice
| Qaab | Saamayn | Waxay dabaqaan |
|---|---|---|
{"type": "auto"} | Model-ku wuxuu go'aansadaa inuu wacdo tool iyo in kale. Kani waa default-ka. | Dhammaan model-yada |
{"type": "any"} | Model-ku waa inuu wacdo mid ka mid ah tools-ka. | Model-yada open-weight ee la martigeliyo |
{"type": "tool", "name": "…"} | Model-ku waa inuu wacdo tool-ka la magacaabay. | Model-yada open-weight ee la martigeliyo |
Kaliya tools-ka leh input_schema ayaa la akhriyaa. Raadinta webka tool ma aha endpoint-kan: deji field-ka web_search.
Wareegga tool-ka si buuxda ayaa loogu sharaxay bog u gaar ah. Wacyigelinta Shaqada
Jawaabta
| Field | Nooc | Sharaxaad | Waxay dirtaa |
|---|---|---|---|
id | string | msg_ oo ay raacayso 32 xaraf hexadecimal ah. | Dhammaan model-yada |
type | string | Had iyo jeer message. | Dhammaan model-yada |
role | string | Had iyo jeer assistant. | Dhammaan model-yada |
model | string | Id-ga rasmiga ah ee model-ka jawaabay. | Dhammaan model-yada |
content | array | Blocks-ka jawaabta, sida ay u kala horreeyaan: thinking marka model-ku fikiray, text, kaddib hal tool_use wicitaan tool kasta. | Dhammaan model-yada |
stop_reason | string | Sababta jawaabtu u dhammaatay. Eeg qiimayaasha hoose. | Dhammaan model-yada |
usage | object | input_tokens iyo output_tokens. | Dhammaan model-yada |
sources | array | Kaliya codsi leh web_search: true oo raadintiisu wax heshay: natiijooyinka model-ka la siiyay, mid kastaa wuxuu leeyahay index, title iyo url. [1] ee jawaabta waa gelinta leh index 1. Stream-ka waxay la timaaddaa event-ka message_delta. | shannon-1.6-*, shannon-2-*, qoyska Shannon 3 |
usage.cache_read_input_tokens | integer | cache_read_input_tokens waa qaybta prompt-ka laga akhriyay cache; input_tokens waa inta kale. cache_creation_input_tokens had iyo jeer waa 0. | Model-yada open-weight ee la martigeliyo |
Blocks-ka jawaabta
| Block | Sharaxaad |
|---|---|
{"type": "thinking", "thinking": "…"} | Reasoning-ka model-ka. Xubin signature ma jirto. |
{"type": "text", "text": "…"} | Qoraalka jawaabta. Wuu madhnaan karaa marka jawaabtu tahay wicitaan tool. |
{"type": "tool_use", "id": "toolu_…", "name": "…", "input": {…}} | Wicitaan tool. input waa shay JSON ah. Natiijada dib ugu dir isla id. |
stop_reason
| stop_reason | Sharaxaad | Waxay dirtaa |
|---|---|---|
end_turn | Model-ku wuu dhammeeyay jawaabtiisa, ama mid ka mid ah stop_sequences ayaa soo muuqday. | Dhammaan model-yada |
tool_use | Jawaabtu waxay haysaa hal ama in ka badan oo wicitaan tool ah. | Dhammaan model-yada |
max_tokens | Jawaabta waxaa lagu gooyay xadka output-ka. | Qoyska Shannon 3, shannon-1.6-lite, shannon-1.6-pro, shannon-coder-1, streams-ka dhexdooda |
Streaming
Deji stream true si aad u hesho server-sent events. Frame kasta wuxuu leeyahay xariiq event: oo leh magaca event-ka iyo xariiq data: oo leh shay JSON ah oo magaca ku celiya type. Stream helpers-ka Anthropic SDK ayaa events-kan kuu akhriya:
import anthropic
client = anthropic.Anthropic(
api_key="YOUR_API_KEY",
base_url="https://api.shannon-ai.com",
)
with client.messages.stream(
model="shannon-3",
max_tokens=1024,
messages=[{"role": "user", "content": "Explain server-sent events in three sentences."}],
) as stream:
for text in stream.text_stream:
print(text, end="", flush=True)
message = stream.get_final_message()
print()
print(message.stop_reason, message.usage) import Anthropic from "@anthropic-ai/sdk";
const client = new Anthropic({
apiKey: "YOUR_API_KEY",
baseURL: "https://api.shannon-ai.com",
});
const stream = client.messages.stream({
model: "shannon-3",
max_tokens: 1024,
messages: [{ role: "user", content: "Explain server-sent events in three sentences." }],
});
stream.on("text", (text) => process.stdout.write(text));
const message = await stream.finalMessage();
console.log("\n", message.stop_reason, message.usage); curl -N https://api.shannon-ai.com/v1/messages \
-H "x-api-key: YOUR_API_KEY" \
-H "content-type: application/json" \
-d '{
"model": "shannon-3",
"max_tokens": 1024,
"stream": true,
"messages": [{"role": "user", "content": "Explain server-sent events in three sentences."}]
}' Events-ka, sida ay u soo gaaraan:
| Event | Xog | Goorta |
|---|---|---|
message_start | message | Had iyo jeer kan ugu horreeya. message wuxuu haystaa id-ga, doorka, model-ka, content madhan iyo usage ka bilaabmaya eber. |
content_block_start | index, content_block | Block ayaa furmay. content_block waa block text ama thinking ah oo madhan, ama block tool_use ah oo leh id iyo name kiisa. |
content_block_delta | index, delta {"type": "thinking_delta", "thinking"} | Qayb ka mid ah reasoning-ka, block thinking ah. |
content_block_delta | index, delta {"type": "text_delta", "text"} | Qayb ka mid ah jawaabta, block text ah. |
content_block_delta | index, delta {"type": "input_json_delta", "partial_json"} | Arguments-ka wicitaan tool, oo dhan hal delta, block tool_use ah. |
content_block_stop | index | Block-ga leh index kan waa dhammaaday. |
message_delta | delta {stop_reason, stop_sequence}, usage | Dhammaadka jawaabta: delta.stop_reason, iyo usage ee codsiga. |
message_stop | Had iyo jeer kan ugu dambeeya. |
Blocks-ka waxaa lagu tiriyaa index sida ay u furmaan, hal block-na wuu dhammaadaa ka hor inta mid kale uusan furmin. Block kasta ku akhri nooca, ma aha lambarkiisa: stream-ku wuxuu marka hore furi karaa block text ah oo madhan, kaddib block-ga thinking, wuxuuna jawaabta ku gaarsiin karaa block text ah oo dambe.
event: message_start
data: {"type":"message_start","message":{"id":"msg_5f0c…","type":"message","role":"assistant","model":"shannon-3","content":[],"usage":{"input_tokens":0,"output_tokens":0}}}
event: content_block_start
data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""}}
event: content_block_stop
data: {"type":"content_block_stop","index":0}
event: content_block_start
data: {"type":"content_block_start","index":1,"content_block":{"type":"thinking","thinking":""}}
event: content_block_delta
data: {"type":"content_block_delta","index":1,"delta":{"type":"thinking_delta","thinking":"Three sentences: what it is, how it is framed, why it is used."}}
event: ping
data: {"type": "ping"}
event: content_block_stop
data: {"type":"content_block_stop","index":1}
event: content_block_start
data: {"type":"content_block_start","index":2,"content_block":{"type":"text","text":""}}
event: content_block_delta
data: {"type":"content_block_delta","index":2,"delta":{"type":"text_delta","text":"Server-sent events let a server push text over one HTTP reply."}}
event: content_block_stop
data: {"type":"content_block_stop","index":2}
event: message_delta
data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"input_tokens":1190,"output_tokens":84}}
event: message_stop
data: {"type":"message_stop"} Keep-alive
| Waxay dirtaa | Sharaxaad |
|---|---|
Qoyska Shannon 3, shannon-1.6-lite, shannon-1.6-pro, shannon-coder-1 | Event ping oo leh xogta {"type": "ping"}, 15 ilbiriqsi kasta. |
| Model-yada open-weight ee la martigeliyo | Xariiq faallo ah : keepalive, 15 ilbiriqsi kasta inta model-ku shaqeynayo. |
Stream fashilma
Fashil ka dib marka stream-ku bilaabmo waa event error ah oo leh isla jidhka jawaabta khaladka: {"type": "error", "error": {"type", "message"}}. Events-ka xidhitaanka, message_delta iyo message_stop, weli way raacayaan. U aqoon jawaabta inay fashilantay oo mar kale dir codsiga.
Khaladaad
Khaladaadku waxay isticmaalaan jidhka khaladka Anthropic: type waa error, shayga error wuxuu haystaa type iyo message. Shaxdu waxay liis garaysaa waxa endpoint-kani inta badan soo celiyo. Liiska buuxa, oo ay la socoto waxa dib loo tijaabiyo, wuxuu leeyahay bog u gaar ah. Khaladaadka Maareynta
{
"type": "error",
"error": {
"type": "invalid_request_error",
"message": "unknown model: no-such-model"
}
} | Xaalad | Nooc | Fariin | Goorta |
|---|---|---|---|
401 | authentication_error | Missing authenticationInvalid API key | Fure API lama dirin, ama furuhu waa aan la aqoon ama waa la meel mariyay. |
400 | invalid_request_error | unknown model: <id> | model ma aha id model Shannon ah. |
400 | invalid_request_error | No user message provided | Heerarka Shannon: codsigu qoraal isticmaale ma laha mana laha tools. |
400 | invalid_request_error | <id> does not accept image input | Sawir ayaa loo diray model open-weight oo la martigeliyay oo aan aqbalin gelinta sawirka. |
422 | invalid_request_error | Failed to deserialize the JSON body into the target type: … | messages way maqan tahay, ama field wuxuu leeyahay nooc JSON qaldan. |
429 | rate_limit_error | Quota exceeded. Upgrade your plan at shannon-ai.com/plan | max_tokens wuu ka weyn yahay waxa ka hadhay haraaggaaga. |
429 | rate_limit_error | Too many requests. Retry in <n>s. | Flood protection: in ka badan 120 codsi hal daqiiqo gudaheeda akoonkaaga. |
429 | rate_limit_error | Shannon Coder call quota reached. Upgrade your plan at shannon-ai.com/plan | shannon-coder-1: wicitaannada Shannon Coder ee qorshahaaga ee daaqadda 4-saac ee hadda waa la isticmaalay. |
500 | server_error | The model backend failed to answer. Please retry. | Model-ku jawaab ma soo saarin. Mar kale dir codsiga. |
502 | api_error | The model backend failed to answer. Please retry. | Model-ku jawaab ma soo saarin. Mar kale dir codsiga. |
Tirinta token-yada
POST /v1/messages/count_tokens wuxuu qaataa isla jidhka codsiga fariinta (model, system, messages, tools) wuxuuna soo celiyaa {"input_tokens": n}: tirada input token-yada ee codsigu lagu dallacayo. Wuxuu ka shaqeeyaa model-yada open-weight ee la martigeliyo, waa bilaash, lagumana tiriyo flood protection.
import anthropic
client = anthropic.Anthropic(
api_key="YOUR_API_KEY",
base_url="https://api.shannon-ai.com",
)
count = client.messages.count_tokens(
model="DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
system="You are a physics teacher. Answer in two sentences.",
messages=[{"role": "user", "content": "Why is the sky blue?"}],
)
print(count.input_tokens) import Anthropic from "@anthropic-ai/sdk";
const client = new Anthropic({
apiKey: "YOUR_API_KEY",
baseURL: "https://api.shannon-ai.com",
});
const count = await client.messages.countTokens({
model: "DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
system: "You are a physics teacher. Answer in two sentences.",
messages: [{ role: "user", content: "Why is the sky blue?" }],
});
console.log(count.input_tokens); curl https://api.shannon-ai.com/v1/messages/count_tokens \
-H "x-api-key: YOUR_API_KEY" \
-H "content-type: application/json" \
-d '{
"model": "DeepSeek-V4-Flash-0731-W4A16-AUTOROUND-REAP",
"system": "You are a physics teacher. Answer in two sentences.",
"messages": [{"role": "user", "content": "Why is the sky blue?"}]
}'
# {"input_tokens": 31} Tirintu waxay leedahay bog u gaar ah, oo ay la socdaan endpoint-ka qoraalka cad iyo xadadka. Tirinta token-yada