Data Agent - MINDBLIX Documentation

Overview

The Data Agent specializes in structured data analysis, statistical modeling, and report generation.

Property	Value
Template ID	`data`
Default Model	Gemini 1.5 Flash
Avg. Response Time	~12 seconds
Supported Formats	CSV, JSON, Excel, SQL, Parquet

Capabilities

📊 Data Analysis — Statistical analysis, trend detection, anomaly identification
📈 Visualization — Generate charts, graphs, and dashboards
🤖 Predictive Modeling — Build and evaluate ML models
📝 BI Reports — Comprehensive business intelligence reports

Usage

from mindblix import MindBlix

client = MindBlix(api_key="YOUR_API_KEY")

result = client.agents.execute(
    template="data",
    task="analyze",
    input={
        "dataset": "s3://my-bucket/sales_data.csv",
        "query": "What are the top 5 revenue drivers this quarter?",
        "output_format": "report_with_charts"
    }
)

print(result.summary)
print(f"Charts: {result.chart_urls}")