LastMile AI

What is LastMile AI?

LastMile AI is a developer platform designed to streamline the deployment of generative AI applications. It simplifies RAG pipelines and offers tools to optimize prompts and manage models.

The platform includes features for version control, debugging, and model management. Users can detect hallucinations and evaluate RAG systems with targeted evaluators. It aims to provide a seamless path from prototype to production.

Users can also control and optimize prompts with AICconfig. LastMile AI includes service mesh capabilities, offering system-wide control and monitoring for a smooth operation. It is a comprehensive solution for AI developers.

Use Cases

AI Developers: Building and deploying AI models.
Data Scientists: Debugging and optimizing AI workflows.
Research Institutions: Running comprehensive evaluations on RAG systems.
Tech Startups: Rapid prototyping of AI applications.
Enterprise Solutions: Managing AI at scale.

Key Features

Auto-Eval: Helps in detecting hallucinations with targeted evaluators.
RAG Debugger: Assists in inspecting and debugging RAG applications.
AICconfig: Enables version control and optimization of prompts.
Unified API: Provides access to third-party models.
Service Mesh: Monitors and controls data flow across the system.
Model Management: Simplifies managing and switching between models.
Collaborative Tools: Allows team collaboration and sharing within the platform.
Community Support: Offers support and shared resources from a community.

Pros

Simplifies deployment: Simplifies deployment of AI applications.

Debugging tools: Offers robust debugging tools.

Version control: Provides version control and prompt optimization.

Third-party models: Easy to integrate with third-party models.

Community support: Strong community support and resources.

Comprehensive tool set: Comprehensive tool set for AI development.

Team collaboration: Supports team collaboration.

Free plan: Free plan available.

Cons

Price: Pricing could be high for individual users.

Complexity: Complexity might be overwhelming for beginners.

Pricing

Free: $0 per month, includes basic features and community support.
Growth: $50 per month per seat, includes advanced features and support.
Enterprise: Contact for pricing, includes premium features and dedicated support.