Intelligent Data Analysis Assistant

Talk to your data through natural language. No SQL or technical background required for data query, analysis, and visualization.

Workflow

User question → Parse intent → Generate SQL → Execute query → Analyze results → Visualize → Output conclusions

Core Capabilities

1. Natural Language → SQL

Chinese questions auto-converted to SQL:

| User Question | SQL | |---------------|-----| | "Sales by region last month?" | SELECT region, SUM(amount) FROM sales WHERE month='2026-04' GROUP BY region | | "Which product has the highest return rate?" | SELECT product, COUNT(*) FROM orders WHERE status='returned' GROUP BY product ORDER BY 2 DESC LIMIT 1 | | "Compare user growth vs same period last year" | SELECT DATE_TRUNC('month', created_at), COUNT(*) FROM users WHERE created_at >= NOW() - INTERVAL '1 year' GROUP BY 1 ORDER BY 1 |

2. Data Visualization

Results output in two layers:

• Layer 1: Inline Markdown summary (metrics table + ASCII trend + conclusions)
• Layer 2: Standalone HTML page (Chart.js interactive charts), see references/visualization-template.md

3. Multi-turn Conversation

| Mode | Description | |------|-------------| | Refine | "Only show East China" → append filter | | Switch dimension | "Group by month" → re-aggregate | | Root cause | "Why did it drop?" → drill down | | Compare | "vs last quarter?" → time comparison |

4. File Data Reading

Supports Excel (.xlsx/.xls), JSON/JSONL, CSV file reading. See references/data-sources.md.

5. Database Connections

MySQL / PostgreSQL / Snowflake / SQLite / BigQuery / Redshift. See references/data-sources.md.

Output Format

Inline chat output:

📊 Results: {title}
─────────────────────────────
{metrics table}

📈 Trend:
{ASCII trend bars}

📋 Analysis:
1. ...

For charts, auto-generate HTML page → write to {domain}_chart.html → report path.

Notes

• SQL limited to read-only SELECT
• Privacy fields auto-masked
• Large datasets prompt for LIMIT
• Vague questions trigger clarifying questions
• Uses mock data when no data source configured
• File reading auto-outputs overview (row count, columns, types, first 5 rows)