Create RAG apps for Enterprise Use Cases

[infinite-Joy]

Title of the talk

Create RAG apps for Enterprise Use Cases

Description

Get an understanding of building Retrieval Augmented Generation Apps using GPT powered models. During the talk we will go through the code of a GPT powered HR bot built using llamaindex.

What format do you have in mind for your talk?

Talk

Table of contents

• What is RAG: retrieval augmented generation.
• Brief discussion on the different parts of the RAG pipeline.
• Showcase an example chatbot using streamlit, huggingface, llama-index and ollama.

What domain would you say your talk falls under?

Data Science & Machine Learning

Duration in minutes (including Q&A)

30

Prerequisites

python

Speaker bio

Senior Machine Learning Staff Engineer at Samsung Semiconductor India R&D with 13 years experience.

The talk/workshop speaker agrees to

• [X] Share the slides, code snippets and other material used during the talk

• [X] If the talk is recorded, you grant the permission to release the video on BangPyper's YouTube channel under CC-BY-4.0 license

• [X] Not do any hiring pitches during the talk and follow the Code of Conduct

[anistark]

Hi @infinite-Joy

Would you be able to present this talk in April meetup?

[infinite-Joy]

hi @anistark I think you are talking about 20 April right? I will be available.

[anistark]

@infinite-Joy We've a slot free this week, 16th March. Would you like to present this month?

[infinite-Joy]

yes, 16 March is also fine with me.

[anistark]

Thanks. Please find details of the event on meetup.

[infinite-Joy]

Hi All. Thanks for attending the talks. Please find the links below. PPT: https://github.com/infinite-Joy/webinars/blob/main/creating_gpt_chatbots_for_enterprise_usecases/Create%20RAG%20apps%20for%20Enterprise%20Use%20Cases.pdf Code: https://github.com/infinite-Joy/webinars/tree/main/creating_gpt_chatbots_for_enterprise_usecases linkedin: https://www.linkedin.com/in/joydeep-bhattacharjee-934a1157/ twitter: https://twitter.com/alt227Joydeep