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What Is Retrieval-Augmented Generation, aka RAG?
NVIDIA Blog
Retrieval-augmented generation (RAG) is a technique for enhancing the accuracy and reliability of generative AI models with facts fetched...
8 months ago
What is Retrieval-Augmented Generation (RAG)? Definition
Techopedia
Retrieval-Augmented Generation enhances AI responses by connecting an LLM to external knowledge base. Learn the full RAG meaning here.
4 months ago
Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation | by Leonie Monigatti
Towards Data Science
From the theory of the original academic paper to its Python implementation with OpenAI, Weaviate, and LangChain. Leonie Monigatti.
8 months ago
Council Post: The Power Of RAG: How Retrieval-Augmented Generation Enhances Generative AI
Forbes
With the right model training, source materials, and integration, RAG is poised to mitigate, if not resolve, some of generative AI's most...
7 months ago
GraphRAG: A new approach for discovery using complex information
Microsoft
Editor's note, Apr. 2, 2024 – Figure 1 was updated to clarify the origin of each source. Perhaps the greatest challenge – and opportunity...
5 months ago
How Retrieval Augment Generation (RAG) makes LLMs smarter than before
Data Science Central
Foundational LLMs have read every byte of text they could find and their chatbot counterparts can be prompted to have intelligent...
1 month ago
What is retrieval-augmented generation (RAG)?
IBM Research
RAG is an AI framework for retrieving facts to ground LLMs on the most accurate information and to give users insight into AI's decision...
10 months ago
What is RAG? More accurate and reliable LLMs
InfoWorld
Retrieval-augmented generation draws upon external data sources to address two shortcomings of large language models, out-of-date training...
6 months ago
How Perplexity’s Online LLM Was Inspired by FreshLLMs Paper
The New Stack
We dig into the technology behind Perplexity's Copilot, which was inspired by the FreshLLMs paper that proposed search engine-augmented...
5 months ago
Best Photo Paper for Inkjet Printers in 2024
PetaPixel
PetaPixel's picks for the best photo papers you can purchase if you're looking to print photos using an inkjet photo printer.
6 months ago