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Ultimate IA Basada en Datos Solutions for Everyone

Discover all-in-one IA Basada en Datos tools that adapt to your needs. Reach new heights of productivity with ease.

IA Basada en Datos

  • DataEnvGym

    A customizable reinforcement learning environment library for benchmarking AI agents on data processing and analytics tasks.
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    What is DataEnvGym?
    DataEnvGym delivers a collection of modular, customizable environments built on the Gym API to facilitate reinforcement learning research in data-driven domains. Researchers and engineers can select from built-in tasks like data cleaning, feature engineering, batch scheduling, and streaming analytics. The framework supports seamless integration with popular RL libraries, standardized benchmarking metrics, and logging tools to track agent performance. Users can extend or combine environments to model complex data pipelines and evaluate algorithms under realistic constraints.
    DataEnvGym Core Features
    • Multiple built-in data processing environments
    • Gym API compatibility
    • Customizable task configurations
    • Benchmarking and logging utilities
    • Support for streaming and batch workflows
    DataEnvGym Pro & Cons

    The Cons

    No pricing information available on the website.
    Niche focus on data generation agents may limit direct applicability.
    Requires understanding of complex environment-agent interactions.
    Potentially steep learning curve for new users unfamiliar with such frameworks.

    The Pros

    Enables automation of training data generation reducing human effort.
    Supports diverse tasks and data types including text, images, and tool use.
    Offers multiple environment structures for varied interpretability and control.
    Includes baseline agents and integrates with fast inference and training frameworks.
    Improves student model performance through iterative feedback loops.

  • AiExperts.me

    AIExperts.me connects businesses with vetted AI experts and prompt engineers for custom AI projects.
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    What is AiExperts.me?
    AIExperts.me is a platform where businesses can hire vetted AI experts and prompt engineers for their custom AI development projects. Whether you need AI prompt engineering, AI application development, or custom AI chatbots, the platform connects you with professionals who specialize in these areas. By combining human expertise with advanced AI, AIExperts.me aims to provide high-quality, tailored solutions that enhance business operations and improve customer engagement.

  • MARFT

    MARFT is an open-source multi-agent RL fine-tuning toolkit for collaborative AI workflows and language model optimization.
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    What is MARFT?
    MARFT is a Python-based LLMs, enabling reproducible experiments and rapid prototyping of collaborative AI systems.
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