This ‘grounding’ of an LLM means effectively bypassing it and running the system more like a traditional ... Of course, in the Facebook paper it is noted that RAG-enhanced LLMs are still ...

提起 2023 年的热词，必定绕不开的是 AIGC、RAG、LLM、向量数据库……作为 AI 应用开发领域的一个重要转折点年，这一年大语言 ...

As LLMs become more capable, many RAG applications can be replaced with cache-augmented generation that include documents in the prompt.

"When Citations is enabled, the API processes user-provided source documents (PDF documents and plaintext files) by chunking ...

The new platform is based on an improved version of the company’s technology, known as RAG 2.0, which debuted last year. The ...

在《RAG实战篇 ... structured_llm = llm.with_structured_output(RouteQuery) # Prompt system = """You are an expert at routing a user question to the appropriate data source. Based on the ...

In a separate post, Behrouz claimed that based on internal testing on the BABILong benchmark (needle-in-a-haystack approach), ...

Artificial intelligence (AI) is redefining how machines process and deliver information. Two of the most exciting approaches in this domain—Retrieval-Augmented Generation (RAG) and ...

Discover Crawl for AI, the open-source tool that bridges the gap between static LLMs and real-time, knowledgable business AI ...