Data Components in Agent Studio

Data components handle data processing, transformation, and manipulation in your Agent Studio flows, enabling you to work with various data types and formats.

Data Processing Components

Data Transformation

• Format Conversion: Convert between data formats
• Data Cleaning: Clean and validate data
• Data Enrichment: Add additional data to existing records
• Data Aggregation: Combine and summarize data

Data Validation

• Schema Validation: Validate data against schemas
• Type Checking: Ensure correct data types
• Range Validation: Validate data ranges and limits
• Custom Validation: Implement custom validation rules

Data Manipulation

• Filtering: Filter data based on criteria
• Sorting: Sort data in various orders
• Grouping: Group data by common attributes
• Merging: Combine data from multiple sources

Data Storage Components

Database Integration

• SQL Databases: Connect to SQL databases
• NoSQL Databases: Connect to NoSQL databases
• Vector Databases: Store and retrieve vector data
• File Systems: Read and write files

Data Formats

• JSON: Handle JSON data
• CSV: Process CSV files
• XML: Work with XML data
• Binary: Handle binary data formats

Key Features

• Type Safety: Ensure data type consistency
• Error Handling: Handle data processing errors
• Performance: Optimize data processing performance
• Scalability: Handle large datasets efficiently

Use Cases

• ETL Processes: Extract, transform, and load data
• Data Analysis: Process data for analysis
• Data Integration: Combine data from multiple sources
• Data Validation: Ensure data quality and consistency

Next Steps

Learn how to configure and use data components in your Agent Studio flows.