Gemini Embedding 2 Preview API Pricing & Quick Start
Gemini Embedding 2 Preview is Google's first multimodal embedding model. We currently support mapping text and images into a unified vector space for semantic search and retrieval-augmented generation (RAG). It...
Pricing
💱 USD/NTD = 32.38 · before tax · updated 07/30/2026
Technical specifications
Quick Start
Use Gemini Embedding 2 Preview via BazaarLink API — just change the base_url:
from openai import OpenAI
client = OpenAI(
base_url="https://bazaarlink.ai/api/v1",
api_key="sk-bl-YOUR_API_KEY",
)
response = client.chat.completions.create(
model="google/gemini-embedding-2-preview",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://bazaarlink.ai/api/v1",
apiKey: "sk-bl-YOUR_API_KEY",
});
const response = await client.chat.completions.create({
model: "google/gemini-embedding-2-preview",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);Why use Gemini Embedding 2 Preview via BazaarLink?
- ✓USD billing (TWD-quoted) + unified invoices — no foreign credit card needed for Taiwan teams
- ✓OpenAI-compatible API — zero code changes required
- ✓Automatic failover — multi-provider redundancy for the same model
- ✓Chinese-language support — local team, instant help
Frequently Asked Questions
What is Gemini Embedding 2 Preview?
Gemini Embedding 2 Preview is Google's first multimodal embedding model. We currently support mapping text and images into a unified vector space for semantic search and retrieval-augmented generation (RAG). It...
How much does the Gemini Embedding 2 Preview API cost?
Gemini Embedding 2 Preview costs $0.2000 per 1M input tokens and $0.0000 per 1M output tokens when accessed through BazaarLink.
How do I use Gemini Embedding 2 Preview with the OpenAI SDK?
Set base_url to "https://bazaarlink.ai/api/v1" and use model ID "google/gemini-embedding-2-preview". All OpenAI SDK methods (chat.completions, embeddings, streaming) work without code changes.
What is the context window for Gemini Embedding 2 Preview?
Gemini Embedding 2 Preview supports a context window of 8,192 tokens.
Is Gemini Embedding 2 Preview available for free?
Gemini Embedding 2 Preview is a paid model. BazaarLink offers free trial credits on registration so you can test it without a credit card.
Relay integrity checks
No integrity-check data is available for this model yet.
BazaarLink Probe verifies endpoints that claim to serve this model and flags behavior that differs from the reference baseline.
View the full integrity report →Related models and links
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