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Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev

A unified, comprehensive and efficient recommendation library

  • recommender-systems
  • collaborative-filtering
  • knowledge-graph
  • ctr-prediction

The Volatility Collaborative GUI

  • volatility-gui
  • volatility-framework
  • volatility
  • memory-dump

Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.

DeepAEG: A model for predicting cancer drug response based on data enhancement and edge-collaborative update strategies