Advanced RAG Pipeline for Question Answering related to IRS

Setup Guildelines:

Create Virtual Environment for RAG Application:

python3 -m venv rag

Create Virtual Environment for RAG Application:

Windows:

rag\Scripts\activate.bat

Unix/MacOS:

source rag/bin/activate

Install all the package in activated environment:

pip install -r requirements.txt

Some Results:

References:

1. TrueLens-Eval: https://github.com/truera/trulens
2. OpenAI API: https://platform.openai.com/docs/models/gpt-3-5-turbo
3. https://learn.deeplearning.ai/login?callbackUrl=https%3A%2F%2Flearn.deeplearning.ai%2Fcourses%2Fbuilding-evaluating-advanced-rag
4. https://www.youtube.com/watch?v=hH4WkgILUD4