knowledgeable-ai

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kpr-bge-large-en-v1.5

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Knowledgeable AI 3

This PR improves the model card by:

• Adding the pipeline_tag: text-retrieval to the metadata, which ensures the model can be discovered via the Hugging Face Hub's pipeline filters (e.g., at https://huggingface.co/models?pipeline_tag=text-retrieval). This accurately reflects the model's function as a dense retriever.
• Adding a prominent link to the official Hugging Face paper page (https://huggingface.co/papers/2507.03922) at the top of the model card for easy access.
• Clarifying the existing paper references in the Introduction and Model List sections to explicitly mention "on arXiv" without replacing the original arXiv links.

The existing sample usage, GitHub link, and license information are preserved as they are already correctly provided.