mjul/llamaindex-lab

Taking Llamaindex for a spin to build LLM apps

Llamaindex Lab

Taking Llamaindex for a spin to build LLM apps

Installation

Using a base Python 3.11 environment with pip, you can install the required packages with the following command:

    pip install -r requirements.txt

Updating the environment

After updating the environment, update the requirements.txt file with the following command:

    pip freeze > requirements.txt

Directory Structure

The data folder contains the documents to train on (the knowledge base). The storage folder contains application data (embeddings etc.)

    .
    ├── data
    │   └── ...
    ├── storage
    │   └── ...
    ├── README.md
    └── requirements.txt

Data

You can download some example data like this:

    Invoke-WebRequest https://raw.githubusercontent.com/run-llama/llama_index/main/examples/paul_graham_essay/data/paul_graham_essay.txt -OutFile .\data\paul_graham_essay.txt
    Invoke-WebRequest https://arxiv.org/pdf/2307.09288.pdf -OutFile .\data\2307.09288.pdf