Comment RAG and I'll send you the RAG flow cheat sheet, from document chunks to the final… — @entrepreneurship93

Video insights

@entrepreneurship93's TikTok video "Comment RAG and I'll send you the RAG flow cheat sheet, from document chunks to the final answer. How can an AI answer questions about a private document it was never trained on? Picture a 600-page employee handbook. Someone asks how many vacation days can roll into next year, but the policy uses different words and the model has never seen the document. ⚡ Split the handbook into small chunks, so the system can search a few paragraphs instead of processing all 600 pages for every question ⚡ Turn each chunk into an embedding, a list of numbers that places similar meanings near each other even when the wording is different ⚡ Embed the question too, find the nearest chunks in the vector index, and add the best matches to the prompt ⚡ When the policy changes, update and re-embed those pages. The model can use the new text without being retrained The handbook stays outside the model. RAG retrieves the right page and places it in the prompt just before the model answers. Comment RAG for the flow cheat sheet. What document would you connect to a RAG system first? 👇 #rag #artificialintelligence #llm #aiengineering #vectordatabase" has 1,012 views, 46 likes, 2 comments, 9 shares in the public metrics captured by this index. That is an engagement rate of 5.63% (likes, comments and shares over views). It was posted over two weeks ago and runs 2 minutes 14 seconds. It has been saved 23 times.

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How many views does this TikTok video have?

The capture indexed here reports 1,012 views, 46 likes and 2 comments.

Who posted this TikTok video?

It was posted by @entrepreneurship93, who is linked from this page.

What is this TikTok video's engagement rate?

Across the captured metrics the engagement rate is 5.63% (likes + comments + shares over views).

When was this TikTok video posted?

It was posted on 2026-10-11, over two weeks ago.

What hashtags are used in this video?

The capture links 1 hashtag, starting with #artificialintelligence.

How long is this TikTok video?

The captured clip runs 2 minutes 14 seconds.