ExamAdda LogoExamAdda
PremiumDSA Animations
SYSTEM DESIGN (LLD)SYSTEM DESIGN (HLD)DSAMACHINE LEARNINGGENAIMYSQLOSINTERVIEWDBMSDEEP LEARNINGROADMAPSJAVASCRIPTPYTHON

Basic GENAI

  • roadmap
  • Introduction of AI
  • Introduction of GenAI
  • History of GenAI
  • ML in GenAI
  • Deep Learning in GenAI
  • Generative AI Models
  • Core GenAI
  • GenAI Tools & Ecosystem

LLM

  • Introduction of LLM
  • Model Parameters
  • Scaling Laws
  • Context Window
  • Tokens
  • Tokenizers
  • Split into Tokens
  • Output Controls
  • LLM Behavior
  • Popular Models

Transformer Models

  • Limitations of RNN/LSTM
  • Transformer Architecture
  • Attention Is All You Need
  • Tokens & Embeddings
  • Positional Encoding
  • Encoder & Decoder
  • Transformer Block
  • Transformer Variants
  • Attention Mechanism
  • Next Token Prediction

Prompt Engineering

  • Introduction of Prompt
  • System Prompt
  • User Prompt
  • Assistant Prompt
  • Prompt Templates
  • Best Practices (Context, Constraints, Guardrails)
  • Core Techniques
  • Structured Outputs

Embeddings

  • Introduction of Embeddings
  • Text to Vectors
  • Semantic Similarity
  • Cosine Similarity
  • Euclidean Distance
  • Embedding Models

Vector Databases

  • Introduction of Vector Database
  • Storing Embeddings
  • Metadata Storage
  • Collections & Namespaces
  • Similarity Search
  • K-Nearest Neighbors (KNN)
  • Top-K Retrieval
  • ANN Search
  • Vector Databases
  • Retrieval Optimization

RAG

  • Introduction to RAG
  • RAG Architecture
  • RAG Pipeline
  • Vector Search
  • Hybrid Search
  • Reranking
  • Parent-Child Retrieval
  • Multi-Query Retrieval
  • Graph RAG
  • Evaluation

AI Agents

  • Introduction of AI Agent
  • Planning
  • Memory
  • Reasoning
  • Tools
  • Agent Patterns
  • Tool Usage
  • Multi-Agent Systems

Agent Framworks

  • langChain
  • LIamaIndex
  • LangGraph

Fine -Turning

  • Introduction to Tuning
  • Tuning Types
  • PEFT (Parameter-Efficient Fine-Tuning)
  • Data Collection
  • Data Formatting
  • Benchmarks
  • Model Comparison

MultiModal AI

  • Introduction to Multimodal AI
  • Multimodal LLM
  • Modalities

LLMOps

System Design for GenAI

GenAI Project

Generative AI Models

GenAI Tutorial

Learn GenAI with our comprehensive tutorials

Basic GENAI

9 topics →

LLM

10 topics →

Transformer Models

10 topics →

Prompt Engineering

8 topics →

Embeddings

6 topics →

Vector Databases

10 topics →

RAG

10 topics →

AI Agents

8 topics →

Agent Framworks

3 topics →

Fine -Turning

7 topics →

MultiModal AI

3 topics →

LLMOps

System Design for GenAI

GenAI Project

Generative AI Models

ExamAdda LogoExamAdda Tech

Your comprehensive destination for learning programming, web development, data science, and modern technologies. Master coding with our in-depth tutorials and practical examples.

Support

  • About Us
  • Contact Us
  • Privacy Policy
  • Terms of Service

Connect With Us

Follow us on social media for the latest tutorials, tips, and programming updates.

© 2026 ExamAdda Tech. All rights reserved.

Privacy PolicyTerms of ServiceCookie Policy