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Lecture 9 of 39

Downloading the LlamaIndex Documentation

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Course Content

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Section 1: Introduction3 videos

Introduction

18m

Course's discord server

18m

What is Llamaindex

21m
Section 2: THE GIST of LlamaIndex Get started with your hello world LlamaIndex Script3 videos

Project Setup (Pycharm)

34m

Quick Check In

6m

Your First LlamaIndex Index

28m
Section 3: Documentation helper11 videos

What are we building

18m

Retrieval Augmentation Generation (RAG) Theory Vectorstores, Embeddings

26m

Downloading the LlamaIndex Documentation

27mNow Playing

LlamaIndex core abstractions Pipeline imported classes

46m

Setting up our development environment

50m

Loading and Chunkifying the LlamaIndex docs into LlamaIndex nodes

1h 23m

Ingestion the LlamaIndex nodes in Pinecone vectorstore

1h 14m

Citations and Listing source nodes

27m

QueryEngine & Retrieval Augmentation with LlamaIndex

1h 29m

Streamlit Frontend

1h 30m

Node Post Processors- SentenceEmbeddingOptimizer, DuplicatePostProcessor

50m
Section 4: LlamaIndex Implementation- Under the hood and internals2 videos

Under the hood- Retrieval

46m

Under the hood- Augmentation Generation

16m
Section 5: LlamaIndex ReAct Agents7 videos

Introduction to agents

22m

Setting up agent development environment

29m

Operating System Agent

34m

Our First Agent - Haiku Agent

44m

LlamaIndex ReAct internals - Under the hood

1h 10m

Agents In Production

1h 6m

LlamaIndex Function Calling Agent

43m
Section 6: Prompt Engineering Thoery7 videos

The GIST of LLMs

9m

What is a Prompt Composition of a formal prompt

8m

Zero Shot Prompting

12m

ReAct

27m

Few Shot Prompting

28m

Chain of Thought Prompting

33m

Prompt Engineering Quick Tips

27m
Section 7: LangChain1 videos

What is LanChain + LangChain Course Coupons

6m
Section 8: Troubleshooting Section1 videos

Have a technical issue WATCH THIS FIRST. I Promise this will help!

15m
Section 9: Wrapping Up2 videos

LLM Application Development landscape

32m

Finished course Whats next!

49m
Section 10: Useful tools when developing LLM Applications2 videos

LangChain Hub - Downloads prompt from the community

20m

TextSplitting Playground

28m