Data Analysis Agent

Chat with your data. Load any CSV or Excel file and ask analytical questions in natural language.

Framework: LangChain (Pandas Agent)
LLM: GPT-4o

Setup

pip install -r requirements.txt
cp .env.example .env

Run

# Demo mode — creates sample sales data automatically
python agent.py --allow-dangerous-code

# Your own data
python agent.py --file your_data.csv --allow-dangerous-code

# Single question
python agent.py --file sales.csv --question "What is the monthly revenue trend?" --allow-dangerous-code

Safety Note

This demo uses LangChain's pandas agent, which executes model-generated Python code. Use --allow-dangerous-code only with trusted prompts and non-sensitive local data.

Example Questions

"What is the total revenue by product?"
"Which region performs best?"
"Show the correlation between quantity and revenue"
"What are the top 5 selling products?"