I finally cobbled all my thoughts about retrieval-augmented generation, or RAG, together in one place. So many people claimed it was so easy, but it's not.

This post is a high level overview of my lessons learned and some suggestions for you if you go down this path. 🧗‍♂️

https://major.io/p/dont-tell-me-rag-is-easy/

#rag #ai #llm #vector_database

Preview 2 of the .NET AI Template Now Available
https://devblogs.microsoft.com/dotnet/announcing-dotnet-ai-template-preview2/

#microsoft #NET #NET_Aspire #AI #C #Visual_Studio #Visual_Studio_Code #Qdrant #rag #semantic_kernel #templates #Vector_Database

Postgres is actually all you need. No need to build a complex setup of different databases.

I use postgres for all data storage requirements. I've been using it as a vector store too. It's been holding up very nicely.

#database #postgres #vectors #vector_database #ai #machinelearning #vectordatabase #postgresql

DeepSearcher: A Local open-source Deep Research
https://milvus.io/blog/introduce-deepsearcher-a-local-open-source-deep-research.md
#ycombinator #milvus #vector_database #milvus_docs #milvus_blogs