LiteLLM
LiteLLM is a lightweight, self-hosted library designed for integrating language models like GPT into your applications. It provides an easy-to-use interface for sending and receiving prompts and responses, with support for multiple model configurations, API keys, and detailed debugging options. With LiteLLM, you can streamline your AI workflows while maintaining full control over your data and configurations.
Argilla
Argilla is a robust platform designed to help engineers and data scientists streamline the management of machine learning data workflows. It simplifies tasks like data labeling, annotation, and quality control, making it easier for businesses to build and maintain high-quality datasets for AI and machine learning projects. Argilla supports efficient collaboration, integrates seamlessly with popular ML frameworks, and provides a user-friendly interface for creating structured datasets. Its open-source nature ensures transparency, flexibility, and the ability to self-host for maximum control over your data and workflows.
Label Studio
Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats. It can be used to prepare raw data or improve existing training data to get more accurate ML models.
Metaflow
Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. Originally developed at Netflix and now supported by Outerbounds, Metaflow streamlines the entire development lifecycle—from rapid prototyping in notebooks to reliable production deployments. It unifies code, data, and compute at every stage, enabling teams to iterate quickly and deliver robust AI/ML systems. Used by Amazon, Doordash, Goldman Sachs, and many others.
Anything-LLM
Anything-LLM is an open-source, AI-powered platform that enables users to leverage Large Language Models (LLMs) for creating, managing, and querying custom knowledge bases. It provides seamless integration with OpenAI services, offering a robust, flexible, and extensible environment for LLM-driven applications. Ideal for developers and organizations, Anything-LLM streamlines the deployment of intelligent AI solutions.