Yachaypa sapin / Qhapaq ñan kamachikuqkunas

Rikuchikuna, uywaykunapas, imaymanakuykunapas

App nisqamanta qhapaqchaykunapas, chaymanta maskaypaq allin ruranapaqmi: rikch'aykuna, videokuna, rimaykuna, qillqasqa rimaykuna hinaspa embeddingskuna, chaykunaqa qelqaykimanmi kachkanmi huk huk pacha usata hina.

Kay p'anqaqa makinawan tikrasqa kachkan, allin kananpaq. Inglés simipi original nisqataqmi chaypaq hina.

Llimp'ikunata paqarichiy

Hukmantapacha tawa rikch'akunaqa rimaymantam ruran, chaykunataqa tukusqa kaptinqa qun. Kayqa chay hina rurana kaqkunawanmi hina. ?image app nisqapi.

POST https://nymbot.ai/api/v1/images/generations — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani.

Ids mana kachanchu GET /api/v1/models?type=image. Sapa ruwaq, @cf/black-forest-labs/flux-1-schnell, 5 standart kreyt (50 sats) nisqata qali p'anqaypi chaskin huk rikchaypaq. Paykunataqa imaymana generatorkunaqa Pro kreytkunata paykunapas imaymana chawpinpi llamk'achisqanku, k'anchaywan paypa k'anchayninwan, hinataq chaypi kaspan kay hampina yupaycha. n llamk'aykunap chaninpai 🖼️ n ñan kaspas. Generator mana chaskinqa pichaq kachkan, mana qarpaspa; paqarichiq generatorqa prompt nisqataqa charkhan.

resolution manan utilizasunchu: huk-huk ruruchaqkuna paypaq llasata rurakun. Cunawan url, ukuynin paykunaqa Blossom public host nisqamanta churakun, chaymantataq linknin qowanki (qaqataq qhali qhali nisqakunaqa pacha linknin pachallanta qun, chaytaqa apachinku). Link nisqawan pipas qhaliypuni, chaytaqa manañam kutimuchisqachu; riquy Imatataq API rikunman?.wan b64_json llank'aypi kachkanmi chay rikch'ay chaypi kutimun, manañataq uparaykun. Rikch'ay mañachisqaqa... data: URL chaypi image_url huknin hina kiểmay kanchu allichay hinaspa Blossomman ñawpaqta chaykuy, llant'uqqa chayta qayqununpaq; hinaspas manan hampaqpi (request) mana allinchu chayqa, kutim qichuypun.

Chaykunam huk wataq... n llamk’aq kanchariq rikchaykunaqa manan allin kanchu, allin llamk’aqkunataq qowanchis, chaymantapas chaykunataqmi qarqaykusun (qallariqpaq qarqayninwan), hinaspa nymbot.failed ñanqata yachichin itaq ayqataq mana kanchu. Tukuy chayqa mana allin chayqa, sut'inqa kutimun 502.

Tarpuy

{
  "created": 1790726400,
  "model": "nano-banana",
  "cost": 0.2126,
  "data": [
    {
      "url": "https://blossom.example/5c0e4b7d3a91f2e8...c4.png",
      "content_type": "image/png"
    }
  ],
  "nymbot": { "balance": "pro", "charged_credits": 1.817, "charged_sats": 181.7, "balance_credits": 410.608, "balance_sats": 41060.8 }
}

cURL

curl https://nymbot.ai/api/v1/images/generations \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "nano-banana",
    "prompt": "A lighthouse at dusk, oil painting",
    "size": "16:9"
  }'

Python

import os
import requests

res = requests.post(
    "https://nymbot.ai/api/v1/images/generations",
    headers={"Authorization": "Bearer " + os.environ["NYMBOT_API_KEY"]},
    json={"model": "nano-banana", "prompt": "A lighthouse at dusk, oil painting", "size": "16:9"},
)
res.raise_for_status()
print(res.json()["data"][0]["url"])

JavaScript

const res = await fetch("https://nymbot.ai/api/v1/images/generations", {
  method: "POST",
  headers: {
    "Authorization": "Bearer " + process.env.NYMBOT_API_KEY,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ model: "nano-banana", prompt: "A lighthouse at dusk, oil painting", size: "16:9" }),
});
const body = await res.json();
console.log(body.data[0].url);

Rikchaykunata allichay

Qillqasqayki rikchayta imaynanpas kutichin, huk rimayta uschaspa. Kayqa OpenAI-pa kutichiy endpointninmi, chaymi OpenAI SDK-kunapim images.edit kay hina llamkan. Pro ruranaqkunallam yanapanqaku edit model nisqa qillqasqapi qapin.

POST https://nymbot.ai/api/v1/images/edits — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani. Kurkuqaqa multipart/form-data, 32 MB-kama.

Qhali PNG, JPEG, WebP icha GIF kasqan chayta qillqasqayki kiểmini, chaymi aswan kachkanmi, hinallataq huk k'anchariy mikuypi qhipakusqa, chaymi link nisqawanmi generators nisqakuna qallarin, chaymi llapallan k'anchariy mikuypi kachkan. Kayta k'anchariy mikuypi nispa qhaway. Qhipaq sapaqchis mana allinchaspa hinallataq mana qarqaspaqa, chay qhipakusqa qillqasqa pacha k'anchariy mikuypim qhipakusqa. Kutichiyqa chay k'anchariy mikuypi hina kachkan. Chaypi qarqayqa generator nisqapa hunaqninmi, chaymi hukkunapi qillqasqa qillqasqa qarqayta mikuypi kachkan.

Tarpuy

{
  "created": 1790726460,
  "model": "nano-banana",
  "cost": 0.2126,
  "data": [{ "b64_json": "iVBORw0KGgoAAAANSUhEUgAA..." }],
  "nymbot": { "balance": "pro", "charged_credits": 1.817, "charged_sats": 181.7, "balance_credits": 408.791, "balance_sats": 40879.1 }
}

cURL

curl https://nymbot.ai/api/v1/images/edits \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -F model=nano-banana \
  -F [email protected] \
  -F prompt="Make it a snowy evening"

Python

import base64, os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

with open("photo.png", "rb") as f:
    result = client.images.edit(model="nano-banana", image=f, prompt="Make it a snowy evening")

with open("edited.png", "wb") as out:
    out.write(base64.b64decode(result.data[0].b64_json))

JavaScript

import fs from "node:fs";
import { writeFile } from "node:fs/promises";
import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const result = await client.images.edit({
  model: "nano-banana",
  image: fs.createReadStream("photo.png"),
  prompt: "Make it a snowy evening",
});
await writeFile("edited.png", Buffer.from(result.data[0].b64_json, "base64"));

Video

Huk videokuna pacha ch’inmi, chaymi qhipapi llamkan. Payta churanki, chaymantataq huk id ñawpaqta kutimunki, hinaspa chay id nisqata tapukunki tukuykama. Tukuy videokuna yarqay qhapaqta usuchinku.

POST https://nymbot.ai/api/v1/videos — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani. Kutichin 202.

Qayllapi kachkan chaniyuq, qantaqmi qayllapi churanki, qhapaq kawsaymanta, llimp'iymanta, chaymanta pasaymanta, chaymi qanpa Pro hatun qullqi nisqamanta charkun qhapaqmi qallariypas, chaymantapas qhapaq kachkan chayta riqsiniypas cost, estimated_cost chaymanta nymbotManan allichaqqa llamkayta qonqayta munankuchuqa, imapipas manañam qarpunchikchu. Chaymanta renderqa mana allinchaspaqa, ichaqa tukuy kuska clipqa pakasqa mana chantaq, hinaspa allichaqqa manam qarpunchu, chayqa chay qarpayqa huk kutillam, huk kutinmi kutichikun. Huk rawra pachaqa huk samaypaqtaq pasachkan chayqa, chayqa qarpayninqa qhapaq kanqa, imaynan allichaqqa llamaqta qonqaspanraq qarpin. Kutichiyqa kawsaykunata kutichinmi, ichaqa key nisqapa qarpaynin tapuypaqtaqa manam llach'iychu.

Tukuyariq (202)

{
  "id": "vid_3e9a51c07b2f4d86e0a1c4f2",
  "object": "video",
  "model": "veo",
  "status": "in_progress",
  "created": 1790726400,
  "seconds": 8,
  "resolution": "1080p",
  "estimated_cost": 3.18,
  "expires_at": 1790812800,
  "cost": 3.18,
  "nymbot": { "balance": "pro", "charged_credits": 31.8, "charged_sats": 3180, "balance_credits": 378.808, "balance_sats": 37880.8 }
}

status qallariypaqmi in_progress, imaymana completed video nisqawan ñawpaqtaqa puriqmi data kayta k'anchay chaskiy t'ikraykuptin.

Video ñawpaqman riqsinaypaq

GET https://nymbot.ai/api/v1/videos/{id} — nisqapi qallariypi churayqa, chay qallariypi churayqan nym-paq allin kawsayta (key) munanki. Allin kawsay (key) tukuyta chayasqanpas, qelqayta riqsispa allin kachkan.

Qispichkan 202 video rurakachkaniypas hinaspa 200 tukuykuspa icha mana allinchaspaqa. 5 icha 10 segundokunapi pitarillata tapuy. Kaypiqa, ñawpaqman qunqaytaqa kutichiykun, mana kutichiyta sayaykunichu; mana videota qawanmanchu. Huk llank'ayqa 24 uraypi kachkan qelqasqa kasqanmanta. GET /api/v1/videos llistay killaqaqaqa 50 ukhun kaq ayllanta as... {"object": "list", "data": […]}.

Tarpuykiy (200)

{
  "id": "vid_3e9a51c07b2f4d86e0a1c4f2",
  "object": "video",
  "model": "veo",
  "status": "completed",
  "created": 1790726400,
  "seconds": 8,
  "resolution": "1080p",
  "estimated_cost": 3.18,
  "expires_at": 1790812800,
  "completed_at": 1790726590,
  "data": { "url": "https://blossom.example/9b41d0c2e7a3f658...1e.mp4", "content_type": "video/mp4" },
  "cost": 3.18,
  "nymbot": { "balance": "pro", "charged_credits": 31.8, "charged_sats": 3180 }
}

status kaymi in_progress, completed dois failed. A mana allichasqa llamkaymi apan error ({"code": "generation_failed", "message": …}); pisqa kutichisqa kaspan, cost qaqancha 0 chay munanakuytaq nymbot añunkuna refunded_credits chaymanta refunded_satsLluqsiyuq videokunaqa public Blossom hostpi kashan, chay hina riqsichisqa llimp'ikuna hina.

cURL

curl https://nymbot.ai/api/v1/videos \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "veo", "prompt": "Waves rolling onto a beach at sunrise", "duration": 8, "aspect_ratio": "16:9"}'

curl https://nymbot.ai/api/v1/videos/vid_3e9a51c07b2f4d86 \
  -H "Authorization: Bearer $NYMBOT_API_KEY"

Python

import os, time
import requests

headers = {"Authorization": "Bearer " + os.environ["NYMBOT_API_KEY"]}

job = requests.post(
    "https://nymbot.ai/api/v1/videos",
    headers=headers,
    json={"model": "veo", "prompt": "Waves rolling onto a beach at sunrise", "duration": 8, "aspect_ratio": "16:9"},
).json()

while True:
    time.sleep(8)
    status = requests.get("https://nymbot.ai/api/v1/videos/" + job["id"], headers=headers).json()
    if status["status"] in ("completed", "failed"):
        break

print(status["data"]["url"] if status["status"] == "completed" else status["error"])

JavaScript

const headers = {
  "Authorization": "Bearer " + process.env.NYMBOT_API_KEY,
  "Content-Type": "application/json",
};

const job = await (await fetch("https://nymbot.ai/api/v1/videos", {
  method: "POST",
  headers,
  body: JSON.stringify({ model: "veo", prompt: "Waves rolling onto a beach at sunrise", duration: 8, aspect_ratio: "16:9" }),
})).json();

let status;
do {
  await new Promise((r) => setTimeout(r, 8000));
  status = await (await fetch("https://nymbot.ai/api/v1/videos/" + job.id, { headers })).json();
} while (status.status !== "completed" && status.status !== "failed");

console.log(status.status === "completed" ? status.data.url : status.error);

Rimayta qillqasqamanta uyariy munaq kay

Qillqatam uyarichin hinallataq audio nisqata kutichin, link manam. OpenAI-pa rimay nisqanmi, chaymi audio.speech.create OpenAI SDK-kunapi llamkan.

POST https://nymbot.ai/api/v1/audio/speech — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani.

Paqarinkunapaq rimasqaykiqa huk kimsan ruraypi (30 sats) chay ruraykunawanmi, app nisqapi hina. Aura 2qa Promi, qampa qillqasqaykichikmantam chaninchakuq. Kutichisqaykiqa audiomi, chaywan nisqawan hina Content-Type; anqasqaqa chaypi X-Nymbot-Cost-Sats header. Simi ruray yachayqa mana allin ruraspataq, manam imatapas qunqaykuypaq chaychu.

Tarpuy

HTTP/1.1 200 OK
Content-Type: audio/mpeg
X-Nymbot-Cost-Sats: 4.2
X-Nymbot-Balance-Sats: 41055.6

(audio bytes)

cURL

curl https://nymbot.ai/api/v1/audio/speech \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "aura-2", "voice": "luna", "input": "Your invoice has been paid."}' \
  --output speech.mp3

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

audio = client.audio.speech.create(
    model="aura-2",
    voice="luna",
    input="Your invoice has been paid.",
)
audio.write_to_file("speech.mp3")

JavaScript

import { writeFile } from "node:fs/promises";
import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const audio = await client.audio.speech.create({
  model: "aura-2",
  voice: "luna",
  input: "Your invoice has been paid.",
});
await writeFile("speech.mp3", Buffer.from(await audio.arrayBuffer()));

Audio modelo-kuna imaymanaykunapas

Rimayta sapaqtaq ruraq modelta ima, simita ima, icha qelqayta ruraq modelta ima akllaypaqqa iskayllapi p’unchaykunapi kachkan. Paykunapi 41 Aura 2 English rimayniyuqkunam kachkan hinaspa tawa MeloTTS simikunapas kachkan.

GET https://nymbot.ai/api/v1/audio/models — manam k’anchayta munanchu.

GET https://nymbot.ai/api/v1/audio/voices?language=en — manam k’anchayta munanchu.

Tinkuy (rimaykuna)

{
  "object": "list",
  "data": [
    { "id": "luna", "name": "Luna", "provider": "deepgram", "model_id": "aura-2", "models": ["aura-2"], "language": "en", "description": "Aura 2 English voice", "gender": "female", "preview_url": null },
    { "id": "en", "name": "MeloTTS English", "provider": "myshell", "model_id": "@cf/myshell-ai/melotts", "models": ["@cf/myshell-ai/melotts", "melotts"], "language": "en", "description": "English (MeloTTS)", "gender": null, "preview_url": null }
  ]
}

Modelo unanchaykunap sutinqa kutichikunmi {"object": "list", "data": {"tts": […], "stt": […]}}. Imaymana rimay yachay nisqaykunaqa k'anchayninmanta, urayninmanta, hinaspa allin kayninmanta willakunku, max_input_chars, response_formats, languages chaymanta default_voice; qillqayta yachaq kaqmi sutinkunata qun, max_file_bytes, max_seconds, kachaykunapas huk minutu nisqapi qayninapas.

cURL

curl https://nymbot.ai/api/v1/audio/models
curl "https://nymbot.ai/api/v1/audio/voices?language=en"

Python

import requests

print(requests.get("https://nymbot.ai/api/v1/audio/models").json())
for voice in requests.get("https://nymbot.ai/api/v1/audio/voices", params={"language": "en"}).json()["data"]:
    print(voice["id"], voice["model_id"])

JavaScript

console.log(await (await fetch("https://nymbot.ai/api/v1/audio/models")).json());
const voices = await (await fetch("https://nymbot.ai/api/v1/audio/voices?language=en")).json();
for (const v of voices.data) console.log(v.id, v.model_id);

Rimaykunata qillqayman kutichiy

Whisper nisqapi uyarikuynintata qillqata kutichin. Kayqa OpenAI-pa qillqayachiy endpointninmi, chaymi audio.transcriptions.create llank’an.

POST https://nymbot.ai/api/v1/audio/transcriptions — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani. Kurkuqaqa multipart/form-data.

WAV, WebM, MP4 wan Ogg willaykunapaqqa, chaypa sutinpaq kaqniyqa willaykunapaqqa qallariypaqtaqa ñawpaqtaqa qillqasqa kán, chaymi asita qhapaq kayqa 30 minutu machaytaqa quska manañam allowachin (3 segundo qhapaq kaywan). WAV willaykunapaqqa chaypa kaqniyqa chaypa sample rate-ninmanta, channels-manta, chaywanpas sample size-manta hamun. Paykunapas MP3 hina hinapas, chaykunapaqqa qallariypaqtaqa manam ñawpaqtaqa qillqasqaku, chaymi chaypa hatun kayninmantaqa limitasqa kanku: pachaqa chhayna bitrate nisqapi, 8 kbps, 30 minutuqa 1.8 MB kán, chaymanta chay hina willaykunapi hatun kaqqa quska manam allowachin. 413 audio_too_long pachakamaqmi. Chaymantapasqa, qisqasqata WAV, WebM, MP4 icha Ogg nisqapi qillqasqata apachiy. Chaynapaqqa Whisperqa aswanqa aska kachkan chayta nirun, chayrayku mañakuyqa qichuy kachkan: 413 audio_too_long, hinallataq Whisper rurarqanmi, 30 minutos pagapanki.

Audiopa sut'inmanta qarq'asqa, huk pikunata chayamunata allichaspa qali: archivo nisqamanta ñawinchasqa sut'in, Whisper nisqapa sut'in, hinaspa archivo nisqap sut'inpa chikitanta, Whisper nisqapa huk minutu nisqapi chālliq kanmanta hayaq k'anchaywan hinaspa hukkuna nisqawan, hinaspa huk sut'iqa 0.05 creditomanta, huk sut'iqa. Chayqa chayta allichan chaypi kashan chaypas, Pro nisqapi otherwise; a 402 qaynaqa imakunataq munankun, app nisqapi, rimay nisqa qelqanapaqqa mayt'aq kanman; API nisqapiqa chikaypaqmi. Whisper mana allinchaspaqa, manan imatapas chikaychu.

Tarpuy

{
  "text": "Your invoice has been paid.",
  "usage": { "type": "duration", "seconds": 3 },
  "nymbot": { "balance": "standard", "charged_credits": 0.05, "charged_sats": 0.5, "balance_credits": 120.35, "balance_sats": 1203.5 }
}

text kayta qillqasqata kutichin, srt chaymanta vtt qhipanqaykunata kutichiy, chaymanta verbose_json ñawpaq kawsayta, tempus chhayta ima, hinallataq pacha t’ikraykuna apamun. JSON mana kasqan hina kimsanpaqqa, chaninqa uñanpi kachkan.

cURL

curl https://nymbot.ai/api/v1/audio/transcriptions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -F [email protected] \
  -F model=whisper \
  -F response_format=json

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

with open("memo.m4a", "rb") as f:
    transcript = client.audio.transcriptions.create(model="whisper", file=f)
print(transcript.text)

JavaScript

import fs from "node:fs";
import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const transcript = await client.audio.transcriptions.create({
  model: "whisper",
  file: fs.createReadStream("memo.m4a"),
});
console.log(transcript.text);

Rimaykunata Inglés simiman t'ikray

POST https://nymbot.ai/api/v1/audio/translations — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani. Kurkuqaqa multipart/form-data.

Qallariy hina, chaynanmi lliwtapas kachkan chaykunaqa apasqa kanchaymanta lluqsispaqa language, sapaqninmanta hinaspa hinqayninmanta, ichaqa simiqa English-llapi kutimunmi imaymana simipasqapi kasqapas. OpenAI SDK-kunaqa kayta sutichinku audio.translations.create.

cURL

curl https://nymbot.ai/api/v1/audio/translations \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -F [email protected] \
  -F model=whisper

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

with open("nota.m4a", "rb") as f:
    translation = client.audio.translations.create(model="whisper", file=f)
print(translation.text)

JavaScript

import fs from "node:fs";
import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const translation = await client.audio.translations.create({
  model: "whisper",
  file: fs.createReadStream("nota.m4a"),
});
console.log(translation.text);

Kaypi kachkan riqsisqa kawsayniyuq ukhu ukhuypaqmi

Qillqata vectornakuqmi pakasqa mask'ay, kuska t'aqasqa hinallataq pasasqa kachunpaq. Modeloqkuna Cloudflare nisqapi llamk'anku hinallataq qelqasqallan pacha llamk'ayta usun.

POST https://nymbot.ai/api/v1/embeddings — API key nisqata munan, ichaqa pachaqa huch'uy kutim pachaqa chaskiy kani.

Modelokunapa listanqa imaynan kachkanpas imaynan chalanpas chayta riqsispaqpaqmi; Googlepa EmbeddingGemma nisqanqa, munakuyninkunapi aswan huch'uy vectorkunawan, chaypi kachkanpas manam catalog chalan nisqata qonchispaq. Embeddingskunapas imayna qallariq token nisqawanmi sapa kutim chayarin, hinaspa 0.05-credit nisqanqa sapa kutim, manam sapa qallariq nisqapaqchu, chaymi hawata qillqasqakunata sapa kutiman huñuchispaqa aswan huch'uy chalanmi, sapa kutita huk-huk sapaqta kutichiykunataqa.

Tarpuy

{
  "object": "list",
  "data": [
    { "object": "embedding", "index": 0, "embedding": [0.0213, -0.0487, 0.0112] }
  ],
  "model": "@cf/baai/bge-m3",
  "usage": { "prompt_tokens": 9, "total_tokens": 9 },
  "nymbot": { "balance": "standard", "charged_credits": 0.05, "charged_sats": 0.5, "balance_credits": 1204.35, "balance_sats": 12043.5 }
}

cURL

curl https://nymbot.ai/api/v1/embeddings \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "@cf/baai/bge-m3", "input": ["Lightning invoices expire.", "Invoices on Lightning have a time limit."]}'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

result = client.embeddings.create(
    model="@cf/baai/bge-m3",
    input=["Lightning invoices expire.", "Invoices on Lightning have a time limit."],
)
print(len(result.data), len(result.data[0].embedding))

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const result = await client.embeddings.create({
  model: "@cf/baai/bge-m3",
  input: ["Lightning invoices expire.", "Invoices on Lightning have a time limit."],
});
console.log(result.data.length, result.data[0].embedding.length);