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 ...

With demand for enterprise retrieval augmented generation (RAG) on the rise, the opportunity is ripe for model providers to offer their take on embedding models. French AI company Mistral threw its ...

Google on Friday added a new, experimental “embedding” model for text, Gemini Embedding, to its Gemini developer API. Embedding models translate text inputs like words and phrases into numerical ...