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Amresh Verma edited this page May 28, 2026 · 52 revisions
  • Prompt Engineering
  • RAG (Retrieval Augmented Generation)
  • Embeddings + Vector
  • DB Function Calling / Tools
🧠 1. Prompt Engineering

🧠 1. Prompt Engineering

📌 What is it?

Writing smart input (prompt) to get correct output from LLM

🎯 Example

❌ Bad Prompt: Tell me about milk

✅ Good Prompt: You are a shop assistant.

Extract product name and quantity: Input: "2 milk and 1 bread"

Output JSON:

👉 Output becomes structured:

{ "milk": 2, "bread": 1 }

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