Techdome-solution-assignment

This Repository is only for assignment purpose that is provided by Techdome Solutions Private Limited for AI Engineer Role

Overview

This project implements a simple web application for sentiment analysis using a deep learning model. Users can enter a text review, and the model will predict whether the sentiment is positive or negative.

Web App Demo

Check out the deployed web app: https://techdome-solution-assignment.streamlit.app/

Demo Image of Web app

Files and Directories

sentiment_analysis_model.h5: The trained sentiment analysis model's weights and architecture.
tokenizer.pickle: Serialized tokenizer used for text preprocessing.
app.py: The main Streamlit web application script.
requirements.txt: List of Python dependencies for your project.
Techdome_solution_assignment.ipynb: Jypyter Notebook script for data prorcessing, model building and training.

Usage

Clone the repository:

git clone https://github.com/Sarthak-1408/Techdome-solution-assignment
cd Techdome-solution-assignment

Install dependencies:
```
pip install -r requirements.txt
```
Run the Streamlit app:
```
streamlit run app.py
```

Model Training

If you need to retrain the model, refer to the training script and data in your Jupyter notebook or Python script. Update the model file and tokenizer accordingly.