LlamaIndex Tutorial: Connect LLMs to Your Private Data (GPT-4 & Claude)

Описание: Have you ever wondered how to make Large Language Models like GPT-4 or Claude actually understand YOUR data? Whether it's your private documents, company databases, or internal wikis, standard LLMs are limited by their training data.

In this video, we dive into LlamaIndex—the essential data framework that acts as a bridge between your data and the AI, allowing you to build powerful applications that can query your own information using natural language.

What you will learn in this tutorial:

The Core Problem: Why traditional LLMs struggle with private or domain-specific data.

What is LlamaIndex? An overview of the data framework formerly known as GPT Index.

How it Works: Understanding the bridge between external data sources and LLM reasoning.

Index Types: We explore the different types of indices and when to use each for optimal results.

Hands-on Building: Step-by-step walkthroughs for both basic and advanced implementation examples.

Best Practices: Critical tips on optimizing retrieval and managing API costs.

The era of generic AI is over. Start building customized, data-aware AI applications today!.

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