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@myatthadarphyupp: ရန်ကုန်က ဓာတ်ပုံရိုက်လို့အရမ်းလှတဲ့ အပြာရောင် ကော်ဖီဆိုင်လေး 💙📸☕️ 📍ilikebakehouse #cafeinyangon #Foodie #fyppppppppppppppppppppppp
Myint Myat Thadar Phyu
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Saturday 20 June 2026 06:37:41 GMT
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2026-06-20 06:43:30
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🧠 Why RAG? Fact-Checking for AI! 🎯 Problem: LLMs used to be their only """"source of truth."""" If they didn't know an answer, they'd 'hallucinate', making up facts that sounded real but were wrong. Challenge: - Stale Data: LLMs are frozen in time based on their training date. - Accuracy: No way to verify if the AI’s memory is correct. - Privacy: LLMs don't know your specific, private documents. Solution: Retrieval-Augmented Generation (RAG) 🚀 - Step 1: Retrieve: When you ask a question, the system first searches your trusted, up-to-date data (like S3 or a DB). - Step 2: Augment: It hands that specific info to the AI. - Step 3: Generate: The AI writes a response using only that factual data. Why it matters? - Truth: AI stays grounded in your facts, not its imagination. - Freshness: Works with data updated minutes ago. - Citations: The AI can show you exactly which document it used. Exam Tip: Need to connect an LLM to 'live' or 'private' data without retraining? RAG is the answer. 🛠️ #AWS #GenerativeAI #RAG #AIPractitioner #MachineLearning #CloudAI #DataScience #KodeKloud"
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