Download LlamaIndex- Develop LLM powered applications with LlamaIndex Course for Free
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Udemy – LlamaIndex- Develop LLM powered applications with LlamaIndex 2023-11_Materials.zip
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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
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
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Instructor
Senior Industry Specialist
Specialist in AI, Machine Learning & Data Science. Real-world engineering curriculum and hands-on masterclasses.
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