Freeplay is an innovative platform designed to empower product development teams with the tools necessary for prototyping, testing, and optimizing AI-powered applications, specifically those driven by generative AI models such as text-generating models. Founded by former Twitter employees, including the heads of product and engineering for Twitter’s developer platform and enterprise data business, Freeplay is tailored to assist teams that might be new to AI, helping them adopt best practices for integrating Large Language Models (LLMs) into their products.
The platform offers a suite of features geared towards enhancing the development and deployment of AI applications:
- Versatile Prototyping and Testing: Freeplay enables teams to manage, version, and restore prompts at any time. It provides facilities for tracking results for specific versions and comparing them for quality. Teams can experiment with different LLMs in their apps and debug prompts with or without an engineer.
- AI-Powered Evaluations: The platform automates testing for prompts, chains, or chatbots and uses AI auto-evaluations for instant understanding. Additionally, it includes human labeling jobs to increase trust and confidence in the AI outputs.
- Metrics and Feedback Loop: Freeplay offers tools for observing metrics across environments and provides insights to optimize for both quality and cost. It helps in building a feedback loop for constant improvement based on AI and human feedback.
- Collaborative Development Environment: The platform is built with a simple UI for collaboration on prompts, tests, and labeling. It offers SDKs for Python, Node, and Java, and deployment options to meet compliance needs.
- Tailored for a Diverse Range of Teams: Freeplay is designed not just for developers but also for cross-functional teams, providing an end-to-end workflow that covers the full development lifecycle.
The platform has already shown early success, with customers investing significantly in its services, illustrating its potential in the rapidly evolving field of AI-powered application development.
In essence, Freeplay offers a comprehensive suite of tools for companies to build, test, and deploy applications powered by LLMs, helping to bridge the gap between prototype and production, and ensuring a smoother, more effective development process for AI-powered solutions.
