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  <img src="assets/logo.svg" alt="Perplexity Logo" width="400">
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  </p>
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- <p align="center">pplx-embed-v1: Diffusion-LM for Dense and Contextual Retrieval</p>
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  `pplx-embed-v1` and `pplx-embed-context-v1` are state-of-the-art text embedding models optimized for real-world, web-scale retrieval tasks.
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  <img src="assets/logo.svg" alt="Perplexity Logo" width="400">
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  </p>
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+ <p align="center">pplx-embed-v1: Diffusion-Pretrained Dense and Contextual Embeddings</p>
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  `pplx-embed-v1` and `pplx-embed-context-v1` are state-of-the-art text embedding models optimized for real-world, web-scale retrieval tasks.
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