LastMile AI
LLM app development & evaluation
About LastMile AI
What this tool does and where it fits best.
Developer platform with tools for building, evaluating, and optimizing LLM-powered applications.
Prompts for LastMile AI
Challenges using LastMile AI
Key capabilities
What LastMile AI is actually good at.
AutoEval Platform
Comprehensive AI evaluation toolkit that provides out-of-the-box metrics for RAG applications, agent systems, internal benchmarking, and online monitoring with minimal code required
Custom Metric Development
Enables developers to create and fine-tune custom evaluation models specifically tailored to their application's data distribution, beyond standard metrics
Synthetic Data Generation
Automates data labeling and generates high-quality training data, significantly reducing manual labeling costs and time
Real-Time Evaluation
Blazing-fast inference infrastructure providing ultra-low latency model evaluation with continuous monitoring capabilities for production environments
Tool details
Core technical and commercial details.
Feature highlights
Details that help this tool stand apart in the directory.
AutoEval Platform
Comprehensive AI evaluation toolkit that provides out-of-the-box metrics for RAG applications, agent systems, internal benchmarking, and online monitoring with minimal code required
Custom Metric Development
Enables developers to create and fine-tune custom evaluation models specifically tailored to their application's data distribution, beyond standard metrics
Synthetic Data Generation
Automates data labeling and generates high-quality training data, significantly reducing manual labeling costs and time
Real-Time Evaluation
Blazing-fast inference infrastructure providing ultra-low latency model evaluation with continuous monitoring capabilities for production environments
Built-in Evaluation Metrics
Pre-configured metrics including faithfulness, relevance, toxicity, correctness, and summarization for immediate use in AI model evaluation
Private Cloud Deployment
Deploy AutoEval within your own Private Virtual Cloud environment or on-premise infrastructure for enhanced security and compliance
Multi-Language SDK Support
Easy integration with Python and TypeScript SDKs, enabling developers to implement evaluation with minimal code using simple pip install commands
Online Guardrails
Enterprise-grade tools for implementing safety measures and constraints in production AI systems to prevent harmful outputs