Description:

LangChain and LlamaIndex are frameworks for building LLM applications, but they are suited for different use cases. Let's dive deep into it and understand the core differences.

Detailed Outline: Theoretical coverage: ( 0 minutes - 60 minutes )

• Intro to Langchain and Llamaindex Langchain and LlamaIndex Components
• When to use Langchain and LlamaIndex?
• Benefits of Langchain and LlamaIndex
• Other frameworks
• why more importance langchain and LlamaIndex.

Practical Coverage: Langchain Demo for: ( 60 minutes - 90 minutes )

• Text summarization and analysis
• Code generation and understanding
• Chatbots and Personal Assistants

LlamaIndex demo for: ( 90 minutes - 120 minutes )

• Q&A over documents

In compare and contrast, Langchain and LlamaIndex demo for: ( 120 - 150 minutes )

• Q&A over documents

Conclusion, Q & A, and Results ( 150 - 180 minutes )

• Identify which framework suits which purpose

Video URL:

https://drive.google.com/file/d/1lN1opZVAVJi8forU1sFq0n0ZTkU_58bi/view?usp=sharing

Content URLs:

https://docs.google.com/presentation/d/1GTHpW8i7YbWRAyd2hpYDIzFtOEI7-Le4/edit?usp=drive_link&ouid=108489640476963410208&rtpof=true&sd=true

Speaker Info:

Arun is a lead data engineer at Presidio over 8 years of experience on AWS Cloud technologies. He works on designing/developing the data pipeline for streaming as well as batch processing as prescribed by AWS best practices. He also worked on designing the data pipeline architecture for a new product that quickly scaled from 0 to 125000 daily active users. He is also a blockchain enthusiast.

Speaker Links:

https://www.linkedin.com/feed/update/urn:li:activity:7186749215568510977/ https://medium.com/@aruun1995 https://www.meetup.com/aws-budapest-cop/events/295047932/ --> mentioned 16.00 hrs to 16.30 hrs https://sessionize.com/arun-kumar-n/