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LLM DevProGetting Started Foundations Prompt Engineering RAG Handbook Fine-tuning LLM DevOps LLM Security Interview Resources

Getting Started
Foundations
Prompt Engineering
RAG Handbook
LLM Fine-tuning
LLM DevOps
Security
Interview
Resources

RAG Handbook
dense-retrieval

dense-retrieval

coming soon.

Chunking Strategies

Sparse Retrieval

LLM Quick Start

🚀 LLM Learning Path
Getting Started
What is LLM

LLM Foundations

Foundations Overview
Transformer
Tokens
Embeddings
Attention Mechanism
Context Window
LLM Inference
LLM Architecture

RAG Handbook

RAG Overview
What is a RAG
Pipeline Architecture
Vector Database
Chunking Strategies
Hybrid vs Dense Search
RAG Evaluation

Fine-tuning

Fine-tuning Overview
What is Fine-tuning
Instruction Tuning
LoRA vs QLoRA
RLHF Explained
Model Alignment

LLM DevOps

LLMOps Overview
Deployment
Evaluation
Monitoring
Observability
Testing
Reliability
Cost Optimization

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