LastMile AI provides a platform for debugging, evaluating, and optimizing RAG applications, making it easy to ship generative AI apps to production.
Key Details of LastMile
- Categories: #Productivity
- This tool is verified
- August 14, 2024
- Free
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About the application LastMile
LastMile AI is a developer platform designed to take your prototypes to production. It offers a suite of tools including WorkbenchBeta for debugging and evaluating RAG systems, Auto-Eval for detecting hallucinations with small, targeted evaluator models, and AIConfig for version control and prompt optimization.
Background and Development
LastMile AI is a product of collaboration with companies like FinTech Innovation Lab, The AI Alliance, Hugging Face, and Circle CI. It aims to provide developers with a platform to debug, evaluate, and optimize RAG applications.
Core Features and Capabilities
LastMile AI offers several features including WorkbenchBeta for debugging and evaluating RAG systems, Auto-Eval for detecting hallucinations, and AIConfig for version control and prompt optimization. It also provides a unified API gateway, Service Mesh, for accessing third-party models.
User Experience
LastMile AI provides a user-friendly interface with easy-to-use tools. It allows developers to decouple model-specific logic from application code and swap model providers with ease using AIConfig SDK.
Applications and Use Cases
LastMile AI can be used by developers working on generative AI applications. It can be used for debugging, evaluating, and optimizing RAG applications, versioning and optimizing prompts, and managing models.
Impact and Future Outlook
LastMile AI is set to revolutionize the way developers work on generative AI applications. With its suite of tools, it is poised to make the process of taking prototypes to production easier and more efficient.
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