LlamaIndex: Train ChatGPT (& other LLMs) on Custom Data

Your Ultimate Guide to Customizing ChatGPT (and other LLMs) with LlamaIndex. Create LLM applications with LlamaIndex

What you'll learn

• Learn to index and query custom data with LLMs and LlamaIndex
• Use LlamaIndex in LLM appliactions
• Understand the principles of RAG
• Train ChatGPT on custom data

Requirements

Basic knowledge of python

Description

LlamaIndex for LLM applications.

Learn how to train ChatGPT on custom data and build powerful query and chat engines across 26 engaging lectures and 3.5 hours of insightful content.

This course offers a mix of theoretical foundations and hands-on projects, ensuring you gain practical experience while grasping the core concepts.

By the end of this journey, you'll be proficient in creating advanced LLM apps, querying complex databases, and designing your own chatbot interfaces.

Unlock the transformative power of LlamaIndex with our comprehensive course, "Unlocking LlamaIndex: Train ChatGPT on Custom Data and Beyond." Spanning 26 engaging lectures and 3.5 hours of rich, detailed content, this course is your one-way ticket to mastering LlamaIndex and customizing ChatGPT to fit your unique needs.

Core Concepts:

• Custom ChatGPT Training: Dive deep into the intricacies of training ChatGPT on custom data sets, empowering you to create language models tailored to specific industry needs.
• Query and Chat Engines: Get hands-on experience in building stateful query and chat engines. Learn how to maintain context in your conversations, offering a more enriched user experience.
• Streamlit Interfaces: Elevate your project by learning how to create intuitive and interactive interfaces using Streamlit. Turn your data scripts into fully functional web apps with just a few lines of Python.
• Subquery Engines: Tackle complex queries effortlessly with LlamaIndex’s subquery engines. Learn how to pull data from multiple sources to craft comprehensive responses to user queries.
• Session States and Persistent Storage: Master the art of creating stateful applications that remember past interactions and discover how to save this data for quick and efficient retrieval.

Hands-on Projects:

Engage in real-world projects that allow you to apply your newfound knowledge. Create complex query engines, build chatbots with memory, and even design web apps to interact with your ChatGPT models.

By the end of this course, you'll be fully equipped to train ChatGPT on custom data, create stateful applications, and build intelligent query engines. You'll be an undisputed expert in LlamaIndex, ready to tackle any challenge that comes your way. Don't miss this opportunity. Enroll today!

Who this course is for:

• Whether you're a data scientist looking to broaden your skill set, a developer eager to dive into the world of large language models, or a curious individual wanting to understand the nuts and bolts of ChatGPT and LlamaIndex, this course is for you.
• People interested in using Chatgpt and other LLMs with custom data
• This course is designed for anyone interested in learning how to effectively utilize LlamaIndex for their projects, be it for chatbots, data retrieval, or any other large language model applications.
• Everybody that want to train ChatGPT on custom data