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- Introduction
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Classroom Contents
Generative AI and LLMs - From LlamaIndex to Enterprise Applications
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- 1 - Introduction
- 2 - Introduction to LlamaIndex
- 3 - LlamaIndex vs. LangChain
- 4 - Is LlamaIndex focused or an end-to-end RAG-based solution?
- 5 - RAG vs fine-tuning and enterprise adoption
- 6 - Will RAG become the paradigm of choice in the future?
- 7 - LLMs, large context windows, RAG
- 8 - Risks of dumping data into ChatGPT
- 9 - Paranoia around banning ChatGPT at enterprises
- 10 - Access controls in RAG-based solutions
- 11 - Best practices for RAG based solutions: What does the future look like?
- 12 - Automation in RAG-based solutions
- 13 - Are bigger context windows necessarily better?
- 14 - Future of LLMs, ensemble techniques, committee of models
- 15 - Entrepreneurship and technical leadership
- 16 - Marketing at LlamaIndex
- 17 - Jerry at Princeton, corporate career and pivot to entrepreneurship
- 18 - Generative AI's impact on society
- 19 - Exciting generative AI applications
- 20 - Exciting developments at LlamaIndex
