LastMile AI

What is LastMile AI?

LastMile AI is a full-stack developer platform designed to debug, evaluate, and improve AI applications. It offers tools for fine-tuning custom evaluator models, setting up guardrails, and monitoring application performance. The platform aims to make GenAI development more science than art by providing comprehensive evaluation tools for RAG and multi-agent AI applications. It supports deploying AI securely, generating synthetic data, fine-tuning evaluation models, and real-time AI evaluation with blazing-fast inference. LastMile AI also provides experiment management tools and online guardrails for continuous monitoring and risk mitigation.

How to use LastMile AI?

To use LastMile AI, developers can install the LastMile library via pip or yarn, then use the AutoEval class to evaluate data with built-in metrics or custom metrics. The platform supports fine-tuning evaluator models, setting up guardrails, and monitoring application performance through its comprehensive toolkit.

LastMile AI’s Core Features

AutoEval: Comprehensive evaluation platform for AI applications Customizable evaluator models Synthetic data generation Real-time AI evaluation with fast inference Experiment management tools Online guardrails for continuous monitoring

LastMile AI’s Use Cases

• Evaluating RAG applications
• Evaluating multi-agent AI applications
• Internal benchmarking of AI models
• Online monitoring of AI application performance
• Deploying AI securely within a private virtual cloud
• Fine-tuning evaluation models tailored to specific use-cases