If you want a platform that makes the developer experience better for building trusted and optimized AI applications, LastMile AI is a top contender. The full-stack developer platform lets engineers productionize generative AI applications with confidence. It includes tools like Auto-Eval for automated hallucination detection, RAG Debugger for optimization, and Consult AI Expert for help from a team of engineers and ML researchers. It also supports a range of AI models for text, image and audio modalities, and comes with a notebook-like environment called Workbooks for prototyping and app development.
Another strong contender is Keywords AI, a DevOps platform that lets you build, deploy and monitor LLM-based AI applications. It offers a single API endpoint for multiple LLM models, can handle hundreds of simultaneous calls without lag, integrates directly with OpenAI APIs, and offers a playground and prompt management system for testing and iterating on models. With performance monitoring, data collection and fine-tuning for optimizing model performance, Keywords AI is a good option for AI startups that want to focus on product development, not infrastructure.
Humanloop is another option, particularly if you want a collaborative platform to manage and optimize LLM applications. It helps to overcome common challenges like suboptimal workflows, manual evaluation and poor collaboration with features like a collaborative prompt management system, evaluation and monitoring suite, and customization and optimization tools. With Python and TypeScript SDKs for easy integration, Humanloop is good for product teams, developers and anyone building AI features.
For a broader toolset, Dataloop offers data curation, model management, pipeline orchestration and human feedback to speed up AI application development. It includes data management for exploration and analysis of vast amounts of unstructured data, automated preprocessing, and embeddings for similarity detection. With robust security controls and integrations with popular cloud platforms, Dataloop is designed to help teams collaborate and develop faster while maintaining high quality and security.