Note-taking repository for OCI Generative AI.

Fundamentals of Large Language Models (LLMs)

• Introduction to LLMs
• LLM Architectures
• Prompting
• Training
• Decoding
• Hallucination
• LLM Applications

Generative AI Service

• OCI Generative AI
• Generation Models
• Summarization Models
• Embedding Models
• Prompt Engineering
• Customize LLMs with you data
• Fine-Tuning and Inference
• Dedicated AI Clusters
• Fine-Tuning Configuration
• OCI Generative AI Security

Bulding Blocks for an LLM Application

• Retrieval Augmented Generation (RAG)
• Vector Databases
• Keyword Search
• Semantic Search

Build an LLM using OCI Generative AI Service

• Chatbot
• LangChain
• Technical Architecture

• Example Code (GitHub)