CAG: Improve RAG Framework using Cache | by Mehul Gupta | Data Science in your pocket | Jan, 2025 | Medium

What is Cache Augmented Generation?

CAG: Improve RAG Framework using Cache What is Cache Augmented Generation? Mehul Gupta 6 min read · Jan 7, 2025 -- Listen Share Press enter or click to view image in full size Photo by Solen Feyissa on Unsplash If you’ve been following the latest buzz in generative AI, you’ve probably heard how models like ChatGPT and GPT-4 are revolutionizing everything from content creation to customer support. But here’s the thing — while these models are incredibly powerful, they sometimes struggle with factual accuracy or domain-specific knowledge . That’s where RAG comes in! RAG is like giving your AI a

saved by

• Adriel De vera

related reading

• What is Retrieval Augmented Generation (RAG)? | Databricksdatabricks.com
• Patterns for Building LLM-based Systems & Productseugeneyan.com
• RAG Architecture Deep Divelinkedin.com
• Retrieval-augmented generation - Wikipediaen.wikipedia.org
• Advanced RAG Techniques: What They Are & How to Use Themfalkordb.com
• Towards Data Sciencetowardsdatascience.com
• Retrieval-Augmented Generation for Large Language Models: A Surveyarxiv.org
• Scaling RAG from POC to Production | Towards Data Sciencetowardsdatascience.com
• Mediumpub.towardsai.net
• 10 Ways to Improve the Performance of Retrieval Augmented Generation Systems | Towards Data Sciencetowardsdatascience.com
• [2005.11401] Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasksarxiv.org
• RAG and Generative AI - Azure AI Search | Microsoft Learnlearn.microsoft.com