What is Missing Studio?
Missing Studio is an open-source AI studio built by developers, for developers. It focuses on providing a reliable infrastructure stack for Large Language Model (LLM) applications. The platform is designed for rapid development and robust deployment, ensuring generative AI applications are production-ready.
Missing Studio emphasizes ease of use and high performance. It includes tools like a universal API, AI Router, and AI Gateway to simplify LLM integration, management, and monitoring.
Features
- Universal API: Single API to access 100+ LLM providers like OpenAI, Anthropic, Cohere, and more.
- AI Router: Efficiently distributes requests, automatic retries with exponential backoff, and automatic fallback to alternative models.
- Semantic Caching: Reduces costs and latency through efficient caching mechanisms.
- AI Gateway: Provides visibility, control, and insights into API usage, including logging, request tracing, and performance monitoring.
- LLM Playground: Experiment with LLMs and choose the right solutions for production.
Use Cases
- Developing and deploying LLM-powered applications.
- Integrating multiple LLM providers into a single application.
- Optimizing the performance and cost of LLM applications.
- Monitoring and debugging LLM API usage.
- Experimenting with different LLMs to determine the best fit for a specific task.
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