近年来，大模型文本检索（LLM-based Text Retrieval）技术发展迅猛，SOTA 的 LLM Embedding Model 参数量普遍在 7B 以上，相关性搜索性能提升的同时，部署成本也大幅增长。 众所周知，LLM Embedding Model 是一种对称式双塔结构，Query 和 Doc 侧常共享同一个完整的 LLM。但一个 ...

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What if the power of advanced natural language processing could fit in the palm of your hand? Imagine a compact yet highly capable model that brings the sophistication of retrieval augmented ...

Artificial intelligence pioneer OpenAI today announced it is launching a new generation of embedding models that have the ability to convert text inputs into a numerical form for use in various ...

Google has introduced Gemini Embedding 2, its latest multimodal AI model designed to process text, images, video, audio and documents in a unified vector space. AI has been changing swiftly to the non ...

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The AI company also introduced API key management improvements that provide more visibility into API usage and more control over API keys. Generative AI juggernaut OpenAI has introduced new ways for ...