05_02. Multi-Index Search in LlamaIndex Efficient Query Routing for Diverse Data

LlamaIndex course: Train ChatGPT (& other LLMs) on Custom Data. Learn how to train ChatGPT on custom data and build powerful search and chat engines and AI data agents with engaging lectures and 4.5 hours of insightful content. This course offers a combination of theoretical foundations and practical projects, ensuring you gain practical experience while understanding core concepts. By the end of this journey, you will be proficient in creating advanced LLM applications, querying complex databases, deploying artificial intelligence agents, and designing your own chatbot interfaces. Unlock the transformative power of LlamaIndex with our comprehensive course, "Unlocking LlamaIndex: ChatGPT Training in Custom Data and Beyond." With engaging lectures and 4.5 hours of rich and detailed content, this course is your one-way ticket to mastering LlamaIndex and creating custom LLM applications in the future. Main concepts:

• Custom ChatGPT Training: Dive deep into the intricacies of ChatGPT training on custom datasets, empowering you to create language models tailored to specific industry needs.
• RAG (Recovery Augmented Generation): Advanced Artificial Intelligence Framework! Imagine pulling the latest and greatest facts directly from external knowledge bases to charge all your LLMs! RAG not only ensures that your LLM is working on the most up-to-date and accurate information, but also gives you an exciting behind-the-scenes look at how these language models generate their answers.
• AI agents: Create intelligent AI data agents with LlamaIndex agents. Automate data tasks with LlamaIndex, optimize workflows and create amazing AI LLM applications. Artificial intelligence agents are the programs of the future.
• Query and Chat Engines: Get hands-on experience building stateful query and chat engines. Learn how to maintain context in your conversations and deliver a richer user experience.
• Streamlit Interfaces: Enhance your project by learning how to create visual and interactive interfaces using Streamlit. Turn your data scripts into fully functional web applications with just a few lines of Python.

What you will learn in the course LlamaIndex: Train ChatGPT (& other LLMs) on Custom Data

This course is suitable for people who

• Whether you're a data scientist looking to expand your skill set, a developer eager to dive into the world of big language models, or a curious person wanting to understand the ins and outs of ChatGPT and LlamaIndex Slow down, this course is right for you.
• People who are interested in using Chatgpt and other LLMs with custom data
• This course is designed for anyone interested in learning how to effectively use LlamaIndex for their projects, whether it's for chatbots, data retrieval, or any other large modeling language application.
• Anyone who wants to train ChatGPT on custom data

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

• Publisher: Udemy
• Lecturer: Jana Bergant
• Training level: beginner to advanced
• Training duration: 4 hours and 45 minutes
• Number of courses: 41