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Awesome AI Tools

AI Infrastructure & MLOps

AI Infrastructure & MLOps

Section titled “AI Infrastructure & MLOps”

AI Infrastructure & MLOps tools for miscellaneous.

Available Tools

Section titled “Available Tools”

MLflow

Section titled “MLflow”
  • Website: https://mlflow.org/
  • Description: Open-source ML lifecycle management with LLMOps features.
  • Pricing: 🆓

Kubeflow

Section titled “Kubeflow”

DVC

Section titled “DVC”
  • Website: https://dvc.org/
  • Description: Data version control for ML projects with experiment tracking.
  • Pricing: 🆓

Weights & Biases

Section titled “Weights & Biases”
  • Website: https://wandb.ai/
  • Description: ML experiment tracking with Weave for LLM evaluation.
  • Pricing: 🆓/💰

Neptune

Section titled “Neptune”
  • Website: https://neptune.ai/
  • Description: ML metadata store with experiment management and model registry.
  • Pricing: 🆓/💰

Estuary Flow

Section titled “Estuary Flow”
  • Website: https://estuary.dev/
  • Description: Real-time data automation platform with low-latency streaming (2025).
  • Pricing: 💰

Informatica

Section titled “Informatica”

Alteryx

Section titled “Alteryx”
  • Website: https://www.alteryx.com/
  • Description: Data analytics and automation with AI assistant AiDIN.
  • Pricing: 🆓/💰
Section titled “Modal”
  • Website: https://modal.com/
  • Description: Serverless cloud for AI with GPU instances and autoscaling.
  • Pricing: 🆓/💰

Comet ML

Section titled “Comet ML”
  • Website: https://www.comet.com/
  • Description: ML experiment tracking with model monitoring.
  • Pricing: 🆓/💰

ClearML

Section titled “ClearML”
  • Website: https://clear.ml/
  • Description: Open-source MLOps platform with experiment tracking.
  • Pricing: 🆓/💰

Seldon

Section titled “Seldon”

BentoML

Section titled “BentoML”