RAG full form in AI is Retrieval-Augmented Generation. Ye Artificial Intelligence ki ek advanced technique hai jisme AI chatbot ko jawab dene se pehle kisi real database ya documents me search (retrieval) karne ki power di jaati hai, taaki wo accurate jawab de sake.
Quick Answer: RAG = Retrieval-Augmented Generation (AI ko taza aur real documents padhkar jawab dene ki technique).
RAG ka Full Form Kya Hai?
| Short Form | Full Form | Meaning in AI |
|---|---|---|
| RAG | Retrieval-Augmented Generation | सर्च (Retrieval) + जनरेशन (LLM Response) का संगम |
What is RAG in AI (RAG Kya Hota Hai)?
Aam LLMs (jaise purana ChatGPT) sirf apni training data ke base par jawab dete hain, jisse wo kai baar galat ya purani jaankari batate hain jise "AI Hallucination" kehte hain. RAG ke zariye AI pehle aapke PDF, database ya website se sahi information dhoondhta hai, aur phir us data ke aadhar par sahi jawab generate karta hai.
RAG ke 3 Core Steps:
- Retrieve (सर्च करना) — Question se related sahi documents dhoondhna
- Augment (जोड़ना) — Dhoondhe gaye context ko prompt me add karna
- Generate (उत्तर बनाना) — LLM dwara accurate jawab taiyar karna
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