Name: Introduction to RAG using Python
Start: 2024-06-22T09:30:00-05:00
End: 2024-06-22T12:00:00-05:00

**This workshop will introduce the audience to RAG or Retrieval Augmented Generation.**

**REGISTRATION:**
**[https://www.eventbrite.com/e/introduction-to-rag-using-python-tickets-899129609867?aff=oddtdtcreator](https://www.eventbrite.com/e/introduction-to-rag-using-python-tickets-899129609867?aff=oddtdtcreator)**

Language models are limited by the information they have been exposed to at the time of training. This presents an information gap when a user queries the LLM. RAG offers a solution to this problem by augmenting the LLM with a retrieval mechanism to access data from an external database.
We will develop an intuition for RAG using a simple model, and review the process that includes indexing, retrieval, and generation. We will use open-source libraries in Python to build a simple RAG model.

**Bring your laptops and follow along.**

**Presenter Bio**
Sona Maniyan is a Data Scientist with over 8 years of experience building analytical and machine-learning models at scale. She is a Staff Data Scientist at Cohesity. She holds a master's degree in software engineering from the University of St. Thomas.

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Introduction to RAG using Python

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