Data Lens 🔍 - Your AI-Powered Data Analysis Assistant

Data Lens is an all-in-one web application that empowers you to explore, understand, and model your data with ease.

✨ The Interface

✨ Features

• Automated Exploratory Data Analysis (EDA):

  • Generate insightful summaries and visualizations of your data automatically.
  • Uncover hidden patterns, trends, and relationships with ease.

• Intuitive Data Querying:

  • Ask questions about your data in natural language – no coding required!
  • Data Lens translates your queries into powerful data analysis operations.

• AI-Driven Predictive Modeling:

  • Effortlessly transition from data exploration to building predictive models.
  • Data Lens guides you through the process of selecting and training models tailored to your business needs.

• Context-Aware Chatbot:

  • Get instant answers to your questions based on your specific documents.
  • Our chatbot leverages advanced vector databases to provide accurate and contextually relevant information.

🚀 Getting Started

Installation

1. Clone the Repository:

   git clone https://github.com/VijayV28/data-lens.git

2. Create a Conda Environment:

   conda env create -f environment.yml

3. Activate the Environment:

   conda activate data-lens

Configuration

1. Create a .env File: Create a file named .env in the root directory of the project and add your API keys in the following format:

   OPENAI_API_KEY=your_openai_api_key
   PINECONE_API_KEY=your_pinecone_api_key 
   

2. Run the App:

   cd app
   streamlit run app.py 

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.