AnyProductReview

AnyProductReview is a LangChain and Streamlit application that leverages Tavily Search and Google Generative AI to provide comprehensive product reviews. Users can input a product name, and the app will fetch reviews, analyze them, and provide a detailed summary, highlighting advantages, disadvantages, special features, and value for money based on the collected reviews.

Features

• Product Review Fetching: Utilizes Tavily Search to fetch reviews for the given product name.
• Text Splitting and Embedding: Splits the fetched reviews into manageable chunks and creates embeddings using Google Generative AI.
• Review Analysis: Analyzes the reviews to provide a detailed summary including advantages, disadvantages, special features, and value for money.
• User-Friendly Interface: Built with Streamlit, providing a simple and intuitive user experience.

Technologies Used

• LangChain: Integrates various language processing tasks such as text splitting, embedding, and review analysis.
• Streamlit: Creates interactive web applications directly from Python scripts.
• Tavily Search: Fetches product reviews from the web.
• Google Generative AI: Provides advanced text generation and embedding capabilities.

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/ProductReviewApp.git
   cd ProductReviewApp
   

2. Install the required dependencies:

   pip install -r requirements.txt

3.Set up your API keys:

Create a .env file in the root directory of the project. Add your Google API key and Tavily API key to the .env file:

```makefile
GOOGLE_API_KEY=your_google_api_key_here
TAVILY_API_KEY=your_tavily_api_key_here

4. Run the Streamlit app:

   streamlit run app.py

Usage

Open the app in your browser.
Enter the name of the product you want to review.
Click on "Submit" to see the detailed summary of reviews.