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Air Canada’s Chatbot: Why RAG Is Better Than An LLM For Facts
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 ...
Beyond RAG: How cache-augmented generation reduces latency, complexity for smaller workloads
As LLMs become more capable, many RAG applications can be replaced with cache-augmented generation that include documents in the prompt.
Contextual AI launches RAG 2.0 platform to aid in the development of domain-specific AI agents
The new platform is based on an improved version of the company’s technology, known as RAG 2.0, which debuted last year. The ...
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RAG Against the Machine: How to get the most out of AI models
The retrieval system finds relevant information in a knowledge ... be used for the initial training of the LLM. RAG is particularly useful for any generative AI applications that work within ...
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RAG: The key to unlocking your enterprises' knowledge vault
Because the system can retrieve data from sources like ... In a customer support role, by using RAG-powered LLM-based platforms, which pull from enriched, pre-vetted content, a customer service ...
Anthropic builds RAG directly into Claude models with new Citations API
"When Citations is enabled, the API processes user-provided source documents (PDF documents and plaintext files) by chunking ...
Google’s new neural-net LLM architecture separates memory components to control exploding costs of capacity and compute
Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.
RAG vs. GAR: The Cutting-Edge Debate in AI Information Systems
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 ...
Google Titans AI Architecture Unveiled With Ability to Solve Long-Term Memory Issues in AI Models
In a separate post, Behrouz claimed that based on internal testing on the BABILong benchmark (needle-in-a-haystack approach), ...
Easily Train Business AI Assistants and LLM Knowledge Bases by Scraping Your Website
Discover Crawl for AI, the open-source tool that bridges the gap between static LLMs and real-time, knowledgable business AI ...