If you're looking for a tool that makes it easier to build high-quality AI products, Freeplay is a great option. It handles the full lifecycle of large language model (LLM) product development, including prompt management, automated batch testing, AI auto-evaluations and data analysis. It's geared for enterprise teams trying to move beyond manual and laborious processes, and it can help with big cost savings and faster development velocity.
Another option is Humanloop, which is geared for managing and optimizing LLM applications. It's designed to help with problems like inefficient workflows and manual evaluation with tools for collaborative prompt management, evaluation and monitoring. Humanloop is built with Python and TypeScript SDKs, so it's good for product teams, developers and domain experts trying to work more efficiently and collaboratively on AI feature development.
Dataloop is designed to speed up AI application development by combining data curation, model management, pipeline orchestration and human feedback. It includes tools like data management for unstructured data, automated preprocessing and embeddings, and a marketplace for pre-trained models and pipelines. The tool is designed to improve collaboration, speed up development and maintain high security.
If you want to productionize generative AI applications with confidence, LastMile AI is a full-stack developer platform. It includes tools like Auto-Eval for automated hallucination detection, RAG Debugger for better performance and Consult AI Expert for technical support. The platform supports a variety of AI models for text, image and audio modalities and offers a notebook-inspired environment for prototyping and building applications.