Data Dave: AI-Powered CSV Analysis

Data Dave is your AI assistant for analyzing CSV files - no coding or Excel expertise required! Simply upload your CSV and ask questions in plain English to get instant insights and visualizations.

1. Visit Data Dave
2. Get your OpenAI API key
3. Upload your CSV file
4. Start asking questions!

• "What's the average value in column X?"
• "Create a bar graph showing the distribution of Y"
• "Find any correlations between columns A and B"
• "Show me a pie chart of categories in column Z"
• "What are the top 5 values in column N?"

• Heavily limits the data fed directly to the LLM to prevent context loss while still providing fully accurate analysis
• Makes use of fine-tuned and prompt-engineered functions to make sure the assistant doesn't spew out random/false data
• Maintains conversation context for follow-up questions

• Bar graphs
• Pie charts
• Histograms
• Correlation plots
• Custom charts based on your needs

• Chat-based interaction
• Real-time responses
• Markdown support for clear explanations
• Direct visualizations in chat

• Your data stays in your browser
• API key transmitted securely via WebSocket
• No data permanently stored on servers

To run Data Dave locally:

1. Clone the repository
2. Set up the server:

   cd server
   pip install -r requirements.txt
   python server.py

3. Set up the client:

   cd client
   npm install
   npm run dev

4. Open the provided local URL
5. Enter your OpenAI API key to begin

We welcome contributions!

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