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Santiago Olivar committed Apr 19, 2024
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---
title: Llama-Index Hands-On Examples Using Synthetic Data.
title: LlamaIndex Hands-On Examples Using Synthetic Data.
date: 2024-03-24 12:00:00 -0
categories: [LlamaIndex, Examples]
tags: [RAG, LlamaIndex, Examples]
---

I'm convinced that the most effective way to learn is through hands-on experiments. Engaging with actual code allows you to grasp how things function and assess the strengths and weaknesses of various options and approaches.

The examples will be published as a [series of Python notebooks](https://github.com/bubl-ai/llamaindex-project/tree/main/examples/williams_family). We'll cover topics related to using LLMs with [llama-index](https://docs.llamaindex.ai/en/stable/), including:
The examples will be published as a [series of Python notebooks](https://github.com/bubl-ai/llamaindex-project/tree/main/examples/williams_family). We'll cover topics related to using LLMs with [LlamaIndex](https://docs.llamaindex.ai/en/stable/), including:

- **Loading Data:** Processing and ingesting data.
- **Indexing:** Creating data structures for LLM querying.
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These examples draw inspiration from the [LlamaIndex Bottoms-Up Development video series](https://docs.llamaindex.ai/en/stable/getting_started/discover_llamaindex.html).

The goal of the examples in this folder is to utilize the **bubl-ai** environment ([container](https://github.com/bubl-ai/llamaindex-project/tree/main/docker) + [library](https://github.com/bubl-ai/llamaindex-project/tree/main/bubls/bubls)) to experiment with ideas and simultaneously learn [llama-index](https://docs.llamaindex.ai/en/stable/).
The goal of the examples in this folder is to utilize the **bubl-ai** environment ([container](https://github.com/bubl-ai/llamaindex-project/tree/main/docker) + [library](https://github.com/bubl-ai/llamaindex-project/tree/main/bubls/bubls)) to experiment with ideas and simultaneously learn [LlamaIndex](https://docs.llamaindex.ai/en/stable/).

The synthetic dataset employed in these examples is the **Williams Family Tree**:

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