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RAG POC How-to Guide
Executive summary Introduction to RAG POC Hardware and software requirements Step-by-step instructions
First steps
Next steps
Running the RAG chatbot notebook Prompt engineering tips

First steps

Home > AI Solutions > Gen AI > White Papers > RAG POC How-to Guide > First steps

First steps

  • Gather essential account access and API keys

    • Hugging Face – free open-source AI datasets and models, your first and most important resource.  www.huggingface.co
    • Weights and biases – free training monitoring package for competitive analysis comparisons. wandb.ai/
    • GitHub – free notebooks, lots of libraries. www.github.com
    • You’ll need to set up your account AND set up a simple API token for each. You’ll definitely use these on a regular basis as will the customer.
    • Meta (Facebook) Llama model usage permission form:  https://ai.meta.com/resources/models-and-libraries/llama-downloads/

    Clone the Dell-examples generative AI repo

    • In GitHub, simply git clone our repo located at the URL below:
    • Notebook and dataset files available at https://github.com/dell-examples/generative-ai
    • Everything is stored inside the repo directory. You don’t have to move or adjust anything.

    Dell example file structure

    A screen shot of a computerDescription automatically generated 

    Figure 3.   File structure of Dell-examples generative AI repo