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A research project for creating self-improving AI agents through interaction. Show more

Automata is an innovative, open-source project dedicated to advancing the field of artificial intelligence through the creation of self-improving AI agents. These agents possess the unique capability to evolve their own code, driven by their interactions with various environments and one another, mirroring the process of self-writing or self-improvement. Built on the robust Python programming language, Automata employs techniques such as reinforcement learning to allow agents to autonomously adjust and enhance their behaviors over time. The project provides a dynamic platform for exploring the transformative potential of self-directed learning and adaptation in AI systems. By facilitating continuous evolution and adaptation, Automata aims to push the boundaries of AI research and applications.
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Self-improving agents
Code evolution
Autonomous behavior

Effortless Shopify data migration with real-time status and theme adaptation. Show more

Lossless MigratoX is a robust data migration tool designed to seamlessly transfer a wide range of data elements crucial to managing an online store. The app supports the migration of various data types, including Markets, Locales, Locations, URL Redirects, Metaobjects, Metafields, Files, Customers, Collections, Products, and more, ensuring a complete data transition while preserving your existing theme template. Utilizing Shopify's official API, Lossless MigratoX guarantees data integrity throughout the migration process. The app intelligently organizes data correlations to maintain seamless links between migrated elements, minimizing disruptions. Users can monitor their data migration progress in real-time, providing transparency and peace of mind. With Lossless MigratoX, transitioning to a new e-commerce platform is efficient and worry-free, allowing businesses to continue operations without missing a beat.
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Theme adaptation
Real-time status
Data correlation
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