bge-large-en-v1.5 - API in Egypt, billed in EGP

Live
BAAI

BGE embedding is a general Embedding Model. It is pre-trained using retromae and trained on large-scale pair data using contrastive learning. Note that the goal of pre-training is to reconstruct the text, and the pre-trained model cannot be used for similarity calculation directly, it needs to be fine-tuned

Modality

Embedding

Context window

512 tokens

Region

US

Weights

Open weights

Published

29 Sept 2026

Pricing

Input

0.57

EGP per 1M tokens

Output

—

EGP per 1M tokens

Monthly cost example

28.65 EGP

Illustrative estimate: 50M input + 15M output tokens per month at this model's catalog rates.

Use it via the API

bge-large-en-v1.5 works with any OpenAI-compatible SDK — point the base URL at https://dev-backend.sovereigneg.com/v1 and use your SovereignEG API key.

Run inference

OpenAI-compatible — POST /v1/embeddings — drop-in for any OpenAI SDK.

from openai import OpenAI

client = OpenAI(
    base_url="https://dev-backend.sovereigneg.com/v1",
    api_key="YOUR_API_KEY",
)

response = client.embeddings.create(
    model="bge-large-en-v1.5",
    input="The food was delicious and the waiter...",
    encoding_format="float",
)

vector = response.data[0].embedding
print(f"dim={len(vector)}, first 8 dims: {vector[:8]}")

Frequently asked questions

How much does bge-large-en-v1.5 cost?

0.57 EGP per 1M input tokens; Output tokens are free. Billing is metered per token in Egyptian pounds (EGP), with no minimum commitment.

What is the context window of bge-large-en-v1.5?

bge-large-en-v1.5 supports a context window of 512 tokens (512).

Where is bge-large-en-v1.5 hosted?

bge-large-en-v1.5 is served from US (US-hosted inference).

Is bge-large-en-v1.5 an open-weights model?

Yes — bge-large-en-v1.5 is an open-weights model. You call it through the SovereignEG API like any other catalog model, with per-token EGP billing.

How do I use bge-large-en-v1.5 via the API?

bge-large-en-v1.5 is available through the OpenAI-compatible SovereignEG API: point your SDK's base URL at https://dev-backend.sovereigneg.com/v1 and call /v1/embeddings with model "bge-large-en-v1.5" and your API key.