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The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

★ 30216 forksPythonApache-2.0vortico

Python framework for packaging and serving predictive models and LLMs as production APIs. Includes OpenAI-, Anthropic-, and Ollama-compatible endpoints, a built-in chat UI, and native MCP support.

Use Cases

Serve LLMs over HTTP APIsExpose model tools to AI agents over MCPPackage predictive models for portable deploymentProvide a streaming chat UI for served modelsRun inference locally or in production

Built With

Language
Python
Frameworks
vLLM · MLX · scikit-learn · TensorFlow · PyTorch

Tags

model serving · LLM inference · AI APIs · MCP · OpenAI-compatible · Anthropic-compatible · Ollama-compatible · chat UI · model packaging · predictive AI · generative AI