Exemplar Handbook
AI Tools
  • About Handbook
    • 👋 Introduction
    • 🤖 LLMs
        • 🤔 What is LLM?
        • 🛠️ How LLMs are Built
        • 📚 Vocabulary
      • LLM Operations
      • LLM Settings
      • Multi-Modal AI
      • LLM Pitfalls
      • Reliability
      • Pre-trained Models
    • 💬 Prompt Engineering
      • 🎯 Basic Prompting
      • ❓ Need for Prompting
      • 📚 Prompt Hub
      • 🧠 Prompting Techniques
      • 🔒 Prompt Hacking
      • 🖼️ Image Prompting
      • Similarity Search
      • Vector Database
      • Database
    • 🔤 Embeddings
      • Introduction
    • 🔍 Retrieval-Augmented Generation (RAG)
      • Open Source Rag Tools
      • Rag Anatomy
        • Evaluator
        • Generator
        • Retriever
        • Trainer
      • Rag Vs Fine Tuning
      • Types of Rags
      • Why Rags
    • 🤖 AI Agents
      • 🧠 Anatomy of AI Agents
      • 🤖 Types of AI Agents
      • 🛠️ Building AI Agents
      • 💡 Use Cases
      • 📚 Further Reading
    • 🔄 Integration Patterns
      • Genai Interaction
    • 🛠️ Dev Tools
      • 🔧 Frameworks
      • 💻 Local LLMs
      • 🎮 Playgrounds
      • 🚀 AI Development Platforms
      • 🧠 Evaluation Tools
    • 🔒 AI Security Safety Ethics
    • Further Reading
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AI Engineering🔍 Retrieval-Augmented Generation (RAG)Types of Rags
Rag Vs Fine TuningWhy Rags
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