Question: I need a solution that supports multiple AI models and integrations, and provides real-time monitoring and debugging tools, do you know of one?

LastMile AI is a full developer platform that's designed to let engineers productionize generative AI apps directly. It's got a variety of tools, including Auto-Eval for automated hallucination detection and evaluation, RAG Debugger for optimizing RAG performance, and Consult AI Expert for getting help from a human. The platform supports a variety of AI models for text, image and audio input, and has tools like Service Mesh for a single API gateway and Workbooks for prototyping.

Another good option is Keywords AI, a DevOps platform for building, deploying and monitoring LLM-based AI apps. It exposes a single API endpoint for many LLM models, can handle hundreds of calls simultaneously without lag, and can be easily integrated with OpenAI APIs. The platform also comes with pre-built dashboards for monitoring performance, auto-evaluations and data collection to optimize model performance.

Eden AI is an orchestration platform that lets you manage multiple AI models and integrate them with business processes. It offers a single API that aggregates different AI services, so customers can easily switch from one provider to another. Eden AI supports a broad range of AI technologies and offers a pay-as-you-go pricing model to help businesses optimize their workflows and reduce costs.

If you want a more interactive and flexible platform, check out Role Model AI. This one-stop platform supports multiple Large Language Models and comes with four interactive interfaces: voice, digital, 3D avatars and game integration. It also comes with more than 50 generative tools and can be integrated with services like Zapier and GitHub, making it good for a wide range of use cases like music generation, image generation and video generation.