Introduction
LastMile AI is an innovative AI developer platform that provides engineering teams with the tools necessary to prototype, test, and productionize generative AI applications. The platform offers a unified access point to a variety of generative AI models, eliminating the need to switch between different platforms or APIs. With features like the RAG Workbench Beta for debugging and optimizing RAG applications, Auto-Eval for detecting hallucinations with targeted evaluator models, and AIConfig for version control and optimization of prompts, LastMile AI is designed to accelerate time to production while improving the quality of AI applications. The platform also includes a Service Mesh for unified API access to third-party models, ensuring streamlined access with admin controls and safety guardrails.
background
Developed by LastMile AI, Inc., LastMile AI is a response to the growing need for a centralized and efficient AI development platform. The company focuses on providing a seamless experience for engineering teams to harness the power of generative AI, with a strong emphasis on ease of use, collaboration, and production-readiness. With a commitment to innovation and customer support, LastMile AI continues to evolve, offering new features and improvements based on user feedback and industry trends.
Features of LastMile AI
RAG Workbench Beta
A tool for debugging, evaluating, and optimizing RAG applications, accelerating time to production with personalized evaluation models and regression testing.
Auto-Eval
A feature that uses small, targeted evaluator models to detect hallucinations with a cost-effective approach that outperforms larger models like GPT-4.
AIConfig
An open-source framework for version control and optimization of prompts and model parameters, allowing for easy decoupling of model-specific logic from application code.
Service Mesh
A unified API gateway for accessing third-party models with features like inference handling, routing, response caching, monitoring, and rate limiting.
Consult AI Expert
A service that connects users with a team of engineers and ML researchers for expert help in building, debugging, and evaluating enterprise-grade RAG applications.
How to use LastMile AI?
To effectively use LastMile AI, start by signing up for a free account and exploring the different generative AI models available. Utilize the RAG Workbench Beta to refine your applications, employing Auto-Eval to ensure the accuracy of your outputs. Use AIConfig to manage your prompts and model parameters, and integrate Service Mesh to streamline access to third-party models. For personalized assistance, reach out to the Consult AI Expert team.
Innovative Features of LastMile AI
LastMile AI's innovation lies in its ability to provide a comprehensive suite of tools for the entire lifecycle of generative AI application development, from prototyping to production, within a single, unified platform.
FAQ about LastMile AI
- Is there a free trial available?
- Yes, LastMile AI offers a free trial by signing up, with an optional guided onboarding experience.
- Can I change my plan later?
- Plans can be changed at any time, and the support team can help find a solution that scales with your company's needs.
- How does billing work?
- Billing is per seat for the Growth plan, with the flexibility to upgrade the number of seats as needed.
- How do I collaborate with my team?
- Collaboration is enabled by inviting team members to your organization after signing up for a Growth plan, allowing for shared AI Workbooks.
- What is the cancellation policy?
- Plans can be cancelled at any time, with no questions asked.
Usage Scenarios of LastMile AI
Academic Research
Use LastMile AI to develop AI models for research projects, benefiting from the platform's debugging and evaluation tools.
Market Analysis
Employ LastMile AI for analyzing consumer trends and market data, leveraging its generative AI capabilities for predictive modeling.
Product Development
Integrate LastMile AI into the product development lifecycle to create AI-driven features and functionalities.
Customer Service
Utilize LastMile AI for building AI chatbots and customer support tools that can generate responses and solve issues efficiently.
User Feedback
The user experience is awesome and the easyness gives the taste to use more. I recommend developers to use LastMile AI, it's a new experience.
LastMile AI can replace a lot of the tooling I was considering before, making my workflow much more efficient.
I've been using it for a month now and I must say it has simplified a lot of my day-to-day tasks. I highly recommend using this product.
LastMile AI is a revolutionary tool for software engineers who want to harness the power of AI without the usual complexity and time constraints.
Very good product. Quite useful for all who work on AI-related projects and research. It really makes life easier.
others
LastMile AI has been praised for its ability to simplify the development process of AI applications, making it an indispensable tool for engineers and product teams. The platform's focus on ease of use, coupled with powerful features like the RAG Workbench Beta and AIConfig, positions it as a leader in the AI development space.
Useful Links
Below are the product-related links, I hope they are helpful to you.