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README.md
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---
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library_name: transformers
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tags: [zen, embedding, rag, hanzo]
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license: apache-2.0
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---
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# Zen3 Embedding Small
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Lightweight embedding model for high-throughput, low-cost applications.
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- **Developer**: [Hanzo AI](https://hanzo.ai) × [Zen LM](https://zenlm.org)
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- **Parameters**: 0.6B
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- **Context**: 32K tokens
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- **Endpoint**: `/v1/embeddings`
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- **API**: [api.hanzo.ai](https://cloud.hanzo.ai)
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## Usage
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```python
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from hanzo import Hanzo
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client = Hanzo()
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response = client.embeddings.create(model="zen3-embedding-small", input="Your text here")
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```
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