Best AI Model Platforms & Orchestration Software

LangChain is an open source framework for building applications powered by large language models, providing tools to integrate external data sources and simplify AI development.

LlamaIndex is an open-source data orchestration framework that connects large language models with private, domain-specific data to build context-aware AI applications.

Weights & Biases is an AI developer platform for tracking experiments, visualizing training, managing models, datasets, and artifacts, and enabling hyperparameter sweeps and collaboration.

MLflow is an open-source platform for managing the complete machine learning lifecycle, including experiment tracking, project packaging, model registry, and deployment.

Kubeflow is a Kubernetes-native open-source platform for deploying, managing, and scaling machine learning workflows throughout the AI/ML lifecycle.