RedesAI

RedesAI is a lightweight yet powerful sentiment analysis tool designed to evaluate and classify textual data into positive, negative, or neutral sentiments. RedesAI provides quick and accurate insights to help you better understand your text data.

Prerequisites for this Project

Enable Youtube Data Api v3 from google cloud console to get the api key

[Youtube Api Website]

Or watch tutorial

[Youtube]

In backend Create .env file and Include these codes in it

    FLASK_APP=app.py
    FLASK_ENV=development
    SECRET_KEY="Paste your Youtube Api Key Here"

How to run project

Backend

    cd backend

For windows

Create a Virtual Environment (Windows):

     python -m venv venv

Activation on venv (Windows):

     venv\Scripts\activate

If Activation Failed. Execute this command in powershell Administrator mode. : (Optional)

    Set-ExecutionPolicy RemoteSigned -Scope CurrentUser

For Linux

Create a Virtual Environment(Linux):

    python3 -m venv myenv

Activation on venv (Linux):

   source myenv/bin/activate

Common for both OS

Installing packages & Dependencies:

Install packages from requirements.txt:

    pip install -r requirements.txt

First train the model

    python initial.py

Then Run the server

    python server.py

Frontend

cd frontend

Install packages

npm i

Run Frontend

npm run dev

Website Overview

Screenshots

Home Page

Analysis Page

Result Page