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![rryssf_ Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1666103476945031168.png) Robert Youssef [@rryssf_](/creator/twitter/rryssf_) on x 2680 followers
Created: 2025-07-26 10:01:16 UTC

RAG is the bridge between smart and informed.

without it, your ai is just an eloquent parrot.

if you're building with llms, grounding them with rag is step zero.

trust, accuracy, context that’s what users care about.

and that’s what rag unlocks.

![](https://pbs.twimg.com/media/GwxoPk2asAAdFN2.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949047359104770072/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/rryssf_/status/1949047359104770072)