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Welcome to Sophra

Sophra is a powerful AI experimentation and optimization platform that helps you build, test, and improve AI-powered applications. Our platform provides comprehensive tools for document processing, search operations, experimentation, and real-time analytics.

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What is Sophra?

Sophra combines several key capabilities:
  • Document Processing & Search: Advanced document handling with vectorization and semantic search capabilities
  • Experimentation Framework: A/B testing and adaptive learning systems for AI model optimization
  • Real-time Analytics: Comprehensive monitoring and reporting tools for AI performance
  • Infrastructure Management: Robust infrastructure components including Redis, Elasticsearch, and PostgreSQL integration

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Key Features

  • 🔍 Advanced Search Operations
    • Semantic search capabilities
    • Document vectorization
    • Bulk processing support
  • 🧪 Experimentation Tools
    • A/B testing framework
    • Real-time learning systems
    • Adaptive rule management
  • 📊 Analytics & Reporting
    • Real-time metrics
    • Custom report generation
    • Session analytics
  • 🛠 Infrastructure
    • Distributed system support
    • Circuit breaker implementation
    • Rate limiting and request queuing

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Getting Started

To start using Sophra:
  1. Check out our Quickstart guide
  2. Review the Development documentation
  3. Explore our detailed API reference