Best open-source toolkit tools in 2025

Apache Mahout

Framework for scalable machine learning and data processing.

Apache Hadoop

Framework for processing large datasets across multiple computers.

Falcon LLM

Advanced AI models accessible on lightweight devices.

Data Normalizer

Automates data cleaning and standardization for accuracy.

Polaris Office AI

Create and edit documents seamlessly across devices.

Torch

A framework for scientific computing and machine learning.

Tablize

Create custom workflows without coding skills.

NumerousFlow

Visualize and analyze data effortlessly for informed decision-making.

Globe Explorer

Discover and explore diverse data sets for informed decision-making.

Codiqa

Build modern mobile experiences across platforms effortlessly.

Qdrant

A vector database for fast and efficient similarity search.

LMNT Voiceover

Build interactive web applications from Python scripts effortlessly.