What is RAG? - Zilliz Vector database blog
By A Mystery Man Writer
Description
A comprehensive guide to Retrieval Augmented Generation (RAG), including its definition, workflow, benefits, use cases, and challenges.
![What is RAG? - Zilliz Vector database blog](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5ce2f482-5d7e-423e-97a5-6074cfe57fd1_1600x641.png)
📝 Guest Post: Do We Still Need Vector Databases for RAG with OpenAI's Built-In Retrieval?
![What is RAG? - Zilliz Vector database blog](https://images.contentstack.io/v3/assets/bltac01ee6daa3a1e14/bltebbd8717d74889de/649ef31513bff877212ede5f/img_blog_BP-AS-SingleStore-Vector-Database-vs-Alternatives_social.png)
Choosing a Vector Database for Your Gen AI Stack
![What is RAG? - Zilliz Vector database blog](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fda511ebf-f2f0-429d-91fe-1d69e90ab232_1600x902.png)
📝 Guest Post: Retrieval Augmented Generation on Notion Docs via LangChain*
![What is RAG? - Zilliz Vector database blog](https://framerusercontent.com/images/0zY2VQgLhSWBztSCLoMDhWoRB4.png)
Today's Best Vector Database - My Framer Site
Zilliz on LinkedIn: Zilliz Cloud Expands to AWS and GCP Singapore
![What is RAG? - Zilliz Vector database blog](https://www.llamaindex.ai/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F7m9jw85w%2Fproduction%2Fb56562af686cc4c4f60ff4f86853fb0190800e21-2801x1278.jpg%3Ffit%3Dmax%26auto%3Dformat&w=1920&q=75)
Building Scalable RAG Applications with LlamaIndex and Zilliz Cloud Pipelines — LlamaIndex, Data Framework for LLM Applications
Zilliz on LinkedIn: Using artificial intelligence to find your celebrity stylist
![What is RAG? - Zilliz Vector database blog](https://miro.medium.com/v2/resize:fit:1102/1*kHChRXysGLGOR_gMaBMn3g.png)
Vector Databases and How to Pick the Right One for Your AI Project, by Alessandro Amenta
Zilliz on LinkedIn: Designing Retrieval Augmentation for Generative Pipelines with Haystack
![What is RAG? - Zilliz Vector database blog](https://miro.medium.com/v2/resize:fit:640/0*vUcrXNgTrDVtF60M.png)
Optimizing RAG: A Guide to Choosing the Right Vector Database, by Mutahar Ali
Unleashing AI's Potential: Exploring the Intel AVX-512 Integration with the Milvus Vector Database - Intel Community
from
per adult (price varies by group size)