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

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 ...

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

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 ...

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

Have you ever changed a system prompt and ended up causing ... or even specific rules like ensuring the LLM doesn’t say "delve". RAG’s multiple components mean different metrics for different ...

Bridging Knowledge Gaps: No matter how big the size of the LLM, and how well and how long ... are fundamental steps in ...

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

Nvidia used RAG to build an LLM that helps its engineers design chips; Perplexity employs RAG to construct an AI-powered search engine that now claims over 10 million monthly active users ...