Essential Open Source Tools for AI Projects

Choosing the right tools can make or break an AI project. Luckily, the open source ecosystem offers a wealth of options for data processing, model training, and deployment.

Notable Libraries

• PyTorch and TensorFlow for model development.
• LangChain for building applications powered by LLMs.
• Weights & Biases or MLflow to track experiments and share results.

By leveraging these resources, you can focus on solving domain problems rather than reinventing the wheel.