Project Title

Steps AI NLP Intern Assessment

Screenshots

First Question : Explain Merge Sort?

Second Question : Explain Quick Sort?

Third Question : Explain Android [Out of Text book]

Text Book

1.Python-for-Data-Analysis.pdf

2.Python_Datascience.pdf

3.Think-python-2nd.pdf

https://github.com/Aravindraprasad/Step-AI-Assessment/tree/main/Books 

Installation

Install Modules

pip install -r requirements.txt

Install Docker and Docker Compose

wget https://github.com/milvus-io/milvus/releases/download/v2.2.11/milvus-standalone-docker-compose.yml -O docker-compose.yml

Start Milvus DB based on its directory.

docker-compose up -d

Google Generative API [Already Defined]

AIzaSyAvGySbPqXTrwg_Tkp1UMoJIBWt667dnIw

Run

main.py file is .ipynb where each cell to be executed 
-Content extraction
-Data chunking
-RAPTOR indexing
-Retrieval techniques
-Re-ranking
-Question answering

User Interface

We integrate Final Cell with Streamlit. When we execute it, the Streamlit user interface will run