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Comprehensive user memory management Tools for Every Need

Get access to user memory management solutions that address multiple requirements. One-stop resources for streamlined workflows.

user memory management

  • 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.
    MARFT Core Features
    • Multi-agent orchestration API
    • Reinforcement fine-tuning pipelines
    • Role and memory management
    • Environment simulation toolkit
    • Customizable reward functions
    • Built-in evaluation metrics
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