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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 ...

Haystack is an open-source framework for building applications based on large language models (LLMs) including retrieval-augmented generation (RAG) applications, intelligent search systems for large ...

In the world of artificial intelligence, the ability to build Large Language Model (LLM) and Retrieval Augmented Generation (RAG) pipelines using open-source models is a skill that is increasingly in ...

The last year has definitely been the year of the large language models (LLMs), with ChatGPT becoming a conversation piece even among the least technologically advanced. More important than talking ...