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What is Syda?

Syda seamlessly generate realistic synthetic test data - structured, unstructured, PDF, and HTML data generation with AI and large language models while preserving referential integrity, maintaining privacy compliance, and accelerating development workflows using OpenAI, Anthropic, Gemini, and Grok models

Key Features

  • Multi-Provider AI Integration:

    • Seamless integration with multiple AI providers
    • Support for OpenAI (GPT), Anthropic (Claude), Google (Gemini), and xAI (Grok).
    • Default model is Anthropic Claude model claude-3-5-haiku-20241022
    • Consistent interface across different providers
    • Provider-specific parameter optimization

  • LLM-based Data Generation:

    • AI-powered schema understanding and data creation
    • Contextually-aware synthetic records
    • Natural language prompt customization
    • Intelligent schema inference

  • Multiple Schema Formats:

    • YAML/JSON schema file support with full foreign key relationship handling
    • SQLAlchemy model integration with automatic metadata extraction
    • Python dictionary-based schema definitions

  • Referential Integrity

    • Automatic foreign key detection and resolution
    • Multi-model dependency analysis through topological sorting
    • Robust handling of related data with referential constraints

  • Custom Generators

    • Register column- or type-specific functions for domain-specific data
    • Contextual generators that adapt to other fields (like ICD-10 codes based on demographics)