Data Agents
Data processing, analysis, and ML pipeline agents
SQL Agent
Agent that writes, explains, and optimizes complex SQL queries
ETL Agent
Agent that designs and implements data pipelines
Visualization Agent
Agent that creates interactive charts and dashboards
Data Cleaning Agent
Agent that detects and fixes data quality issues
ML Model Agent
Agent that trains, evaluates, and deploys ML models
Reporting Agent
Agent that generates automated business intelligence reports
Validation Agent
Agent that validates data schemas and business rules
A/B Testing Agent
Agent that designs and analyzes A/B experiments
Feature Engineering Agent
Agent that generates and selects ML features
Streaming Agent
Agent that processes real-time data streams with Kafka/Flink
Migration Agent
Agent that plans and executes database migrations
Catalog Agent
Agent that maintains data dictionaries and lineage tracking
Anomaly Detection Agent
Agent that monitors metrics and detects statistical anomalies
Geospatial Agent
Agent that processes and visualizes geographic data
NLP Agent
Agent that performs text classification and sentiment analysis