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subjects
– What is LlamaIndex? Understand the basic principles and its role in improving LLMs.
– Introduction to Retrieval-Augmented Generation (RAG): Learn how RAG uses external knowledge to improve LLM performance.
– Implementing RAG with LlamaIndex: Step-by-step guide to setting up and using LlamaIndex for RAG.
Links
– Code: https://alejandro-ao.com/intro-to-llamaindex/
– Support me: https://link.alejandro-ao.com/support-me
– LlamaIndex docs: https://docs.llamaindex.ai/en/stable/
Timestamps
0:00 Introduction
1:38 What is LlamaIndex
6:05 Data connectors
8:50 Documents
10:51 Nodes
13:56 Embedding
14:54 Index
15:57 Router and retrievers
17:12 Reaction synthesizer
18:15 RAG in 5 lines
26:32 Persistent storage
30:35 Example of a document
33:03 LlamaDissected
38:45 Conclusion
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Connect with me
– LinkedIn: https://www.linkedin.com/in/aavila0707/
– Discord server: https://link.alejandro-ao.com/discord
-Twitter: https://twitter.com/_alejandroao
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