Setting up agent development environment
Course Content
0 / 39 completedIntroduction
Course's discord server
What is Llamaindex
Project Setup (Pycharm)
Quick Check In
Your First LlamaIndex Index
What are we building
Retrieval Augmentation Generation (RAG) Theory Vectorstores, Embeddings
Downloading the LlamaIndex Documentation
LlamaIndex core abstractions Pipeline imported classes
Setting up our development environment
Loading and Chunkifying the LlamaIndex docs into LlamaIndex nodes
Ingestion the LlamaIndex nodes in Pinecone vectorstore
Citations and Listing source nodes
QueryEngine & Retrieval Augmentation with LlamaIndex
Streamlit Frontend
Node Post Processors- SentenceEmbeddingOptimizer, DuplicatePostProcessor
Under the hood- Retrieval
Under the hood- Augmentation Generation
Introduction to agents
Setting up agent development environment
Operating System Agent
Our First Agent - Haiku Agent
LlamaIndex ReAct internals - Under the hood
Agents In Production
LlamaIndex Function Calling Agent
The GIST of LLMs
What is a Prompt Composition of a formal prompt
Zero Shot Prompting
ReAct
Few Shot Prompting
Chain of Thought Prompting
Prompt Engineering Quick Tips
What is LanChain + LangChain Course Coupons
Have a technical issue WATCH THIS FIRST. I Promise this will help!
LLM Application Development landscape
Finished course Whats next!
LangChain Hub - Downloads prompt from the community
TextSplitting Playground