Text Embedding 3 Large
OpenAI latest embedding model with 3072 dimensions. Superior semantic search for classical texts, scripture retrieval, and knowledge base queries.
Key Strengths
- ✓ 3072 dimensions
- ✓ Superior semantic quality
- ✓ Good multilingual
- ✓ Fast embedding
- ✓ Matryoshka support
Use Cases
Quick Start
import OpenAI from 'openai';
const client = new OpenAI({
baseURL: 'https://api.xalen.io/v1',
apiKey: 'your-xalen-api-key'
});
const response = await client.chat.completions.create({
model: 'text-embedding-3-large',
messages: [
{ role: 'system', content: 'You are a Vedic astrology expert.' },
{ role: 'user', content: 'Analyze the effects of Jupiter in the 7th house.' }
],
max_tokens: 1024
});
console.log(response.choices[0].message.content);
Frequently Asked Questions
What is Text Embedding 3 Large?
OpenAI latest embedding model with 3072 dimensions. Superior semantic search for classical texts, scripture retrieval, and knowledge base queries.
How much does Text Embedding 3 Large cost?
Pricing starts at $0.002 per 1M input tokens and N/A per 1M output tokens. Batch processing gets a 50% discount. No monthly minimums.
What languages does Text Embedding 3 Large support?
14 Indian languages including Hindi, Tamil, Telugu, Kannada, Malayalam, Bengali, Marathi, Gujarati, Odia, Punjabi, Assamese, Sinhala, Nepali, and Sanskrit. Plus English.
How do I access Text Embedding 3 Large?
Use any OpenAI-compatible SDK. Set base URL to api.xalen.io/v1 and use your XALEN API key. Python, JavaScript, and Go SDKs also available.
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