LlamaIndex- Develop LLM powered applications with LlamaIndex
https://DevCourseWeb.com
Published 10/2023
Created by Eden Marco
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 21 Lectures ( 2h 43m ) | Size: 1.7 GB
Learn LlamaIndex by building FAST a real world generative ai LLM powered application LLM (Python)
What you'll learn
Become proficient in LlamaIndex
Have an end to end working LlamaIndex based generative AI application
Prompt Engineering Theory: Chain of Thought, ReAct, Few Shot prompting and understand how LlamaIndex is built under the hood
Understand how to navigate inside the LlamaIndex opensource codebase
Large Language Models theory for software engineers
Vectorestores/ Vector Databases (Pinecone, FAISS,)
Retrieval Augmentation Generation (RAG)
Requirements
This is not a beginner course. Basic software engineering concepts are needed
I assume students will be familiar software engineering subjects such as: git, python, pipenv, environment variables, classes, testing and debugging
No Machine Learning experience is needed.
