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
- Deploy custom AI data agents
LlamaIndex for LLM applications with RAG paradigm, letting you train ChatGPT and other models with custom data.
Learn how to train ChatGPT on custom data and build powerful query and chat engines and AI data agents with engaging lectures and 4.5 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, employing AI agents, 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." With engaging lectures and 4.5 hours of rich, detailed content, this course is your one-way ticket to mastering LlamaIndex and creating custom LLM applications of the future.
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.
RAG (retrieval-augmented generation): the cutting-edge AI framework! Imagine pulling the latest and greatest facts directly from external knowledge bases, all to supercharge your Large Language Models (LLMs)! Not only does RAG ensure that your LLM is operating on the most up-to-date, accurate information, but it also gives you a thrilling behind-the-scenes look at how these language models generate their responses.
AI agents: Create smart AI data agents with LlamaIndex agents. Automate data tasks with LlamaIndex, optimize workflows, and create astonishing AI LLM applications. AI agents are the apps of the future.
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.
Hands-on Projects:
Engage in real-world projects that allow you to apply your newfound knowledge. Create complex query engines, build chatbots with memory, design web apps to interact with your ChatGPT models, and create custom AI data agents as you go.
Who Is This Course 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.
Last update of the course: 3.November.2023
100% 30-Day Money-Back Guarantee
We're so confident in the value this course will provide we offer a 100% money-back guarantee within 30 days of purchase. No questions asked.
By the end of this course, you'll be fully equipped to train ChatGPT on custom data, create LLM applications, and build intelligent query engines and AI data agents. You'll be an undisputed expert in LlamaIndex, ready to tackle any challenge that comes your way. Don't miss this opportunity. Enroll today!
