Generative AI and LLMs - From LlamaIndex to Enterprise Applications
Offered By: Data Science Dojo via YouTube
Course Description
Overview
Syllabus
- Introduction
- Introduction to LlamaIndex
- LlamaIndex vs. LangChain
- Is LlamaIndex focused or an end-to-end RAG-based solution?
- RAG vs fine-tuning and enterprise adoption
- Will RAG become the paradigm of choice in the future?
- LLMs, large context windows, RAG
- Risks of dumping data into ChatGPT
- Paranoia around banning ChatGPT at enterprises
- Access controls in RAG-based solutions
- Best practices for RAG based solutions: What does the future look like?
- Automation in RAG-based solutions
- Are bigger context windows necessarily better?
- Future of LLMs, ensemble techniques, committee of models
- Entrepreneurship and technical leadership
- Marketing at LlamaIndex
- Jerry at Princeton, corporate career and pivot to entrepreneurship
- Generative AI's impact on society
- Exciting generative AI applications
- Exciting developments at LlamaIndex
Taught by
Data Science Dojo
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