Building and Evaluating a LlamaIndex RAG system

Join us for a fun community adventure on our journey in deep learning and data science in general. We will continue our journey into the world of generative AI by building a RAG system using LlamaIndex. We will vectorize some public data, try different retrieval methods, and query the data with an LLM. If time permits, we will build some agents based on our RAG system. This session will concentrate on example code for implementation as well as some theoretical discussion. Additionally, we will evaluate the system in terms of answer relevance, context relevance, and faithfulness.

Note: This is a hybrid event taking place both in person as well as online! Please read the instructions carefully for each option. Feel free to post a comment here on Meetup if you have any questions or issues joining us in person or online.

In Person: Excella Offices at 2300 Wilson Blvd Suite 600 · Arlington, VA
Please use the garage door entrance around the corner on N Adams St if the front door is locked. Look for signs for our meetup and take the elevator to the 6th floor 😀

Online: I will post the Zoom link here as well as on the comments, 15 mins before the event starts.

The recording of this cool series 😎 is available at:
https://bit.ly/dla-generative-ai

Deep Learning YouTube playlists, feel free to share and subscribe 😀
https://bit.ly/dla-youtube

Join us on Slack:
https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-zv6nq4xi-AxNEuQn_sc4lSntZZh_UkA

Spread the word about our meetup and we look forward to seeing you on our next adventure 🎉

Are you excited to join us? See you soon 😎
Best,
George, Robert and David

Deep Learning Adventures is a member of Data Community DC, a nonprofit dedicated to data education in the nation's capital and around the world. Learn more at www.dc2.org