What is LastMile AI?
LastMile AI is designed to facilitate the development and deployment of generative AI applications. The platform offers tools for debugging and evaluating Retrieval-Augmented Generation (RAG) pipelines, versioning and optimizing prompts, and model management. Key features include the Auto-Eval for detecting hallucinations in AI outputs using specialized evaluator models, RAG Debugger for inspecting RAG applications, and AIConfig for prompt and model optimization.
With LastMile AI, users can connect their data safely to Large Language Models (LLMs), manage performance across system pipelines, and optimize AI operations with controls for versioning and custom evaluator models tailored to specific needs.
Features:
- Auto-Eval: Detect and benchmark hallucinations in RAG outputs using small evaluator models.
- RAG Debugger: Debug and inspect RAG apps, improve system performance through comprehensive evaluations.
- AIConfig: Version control, prompt optimization, and parameter management for AI models.
Use cases:
- Deploying RAG applications in production environments
- Benchmarking and customizing evaluator models for enterprise AI systems
- Optimizing AI prompts for varied models and modalities
