Optimizing RAG Models for Enterprise-Grade Accuracy: Advanced Techniques and Best Practices

Advanced RAG practices.

Setup Instructions

Python 3.10.2

To create a virtual environment, run the following command:

python -m venv myenv

This will create a new virtual environment named myenv in your current directory.

Activate the Virtual Environment To activate the virtual environment, run the following command:

source myenv/bin/activate

On Windows, use the following command:

myenv\Scripts\activate

You should now see the name of the virtual environment printed on your command line, indicating that it is active.

To install the required packages, run the following command:

pip install -r requirements.txt

This will install all the packages listed in the requirements.txt file.

error with the installing the pytrec_eval for general pip install pytrec_eval