Theo is an AI orchestration engine designed to streamline the integration of artificial intelligence into applications. It offers a unified API that manages intent classification, model routing, skill execution, and billing, allowing developers to focus on building features without the complexity of handling multiple AI models and services.
Key Features and Functionality:
- Unified API Access: A single API call (`POST /api/v1/completions`) triggers a comprehensive AI pipeline, eliminating the need to interact with individual model providers.
- Intent Classification: Automatically determines the nature of the task—be it code generation, research, image creation, etc.—to route the request appropriately.
- Skill Loading: Incorporates domain-specific expertise through installable packages that enhance system prompts and define tools.
- Model Routing: Selects the optimal AI engine for each task, ensuring efficiency and reliability with built-in failover mechanisms.
- Agent Loop: Executes iterative reasoning and tool calls until the task is satisfactorily completed.
- Comprehensive Response: Delivers formatted content along with engine information, tool execution logs, artifacts, follow-up suggestions, and usage data.
Primary Value and User Solutions:
Theo simplifies the integration of AI capabilities into applications by providing a cohesive and efficient orchestration engine. It addresses common challenges such as managing multiple AI models, handling complex routing and classification tasks, and maintaining infrastructure for tool execution and billing. By consolidating these processes into a single API, Theo enables developers to rapidly deploy AI features, reduce development overhead, and ensure consistent performance across various tasks.
