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mship-engine


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Author: Alex Margarit
License: Apache-2.0
Summary: The production backend for self-hosted agents — the OpenAI Responses API with server-side conversation state (durable with Redis), universal tool calling, and reasoning, alongside embeddings, speech, and image generation, behind one OpenAI-compatible endpoint. Built on Ray Serve.
Latest version: 0.8.1
Required dependencies: argparse | asyncio | cryptography | fastapi | httpx | httpx2 | huggingface-hub | mcp | numpy | protobuf | psutil | pydantic | pydantic-yaml | python-multipart | ray | redis | requests
Optional dependencies: bitsandbytes | diffusers | fakeredis | flashinfer-python | librosa | mkdocs-material | numba | nvidia-ml-py | onnxruntime | onnxruntime-gpu | opentelemetry-exporter-otlp | opentelemetry-sdk | pre-commit | pyright | pytest | pytest-asyncio | pywhispercpp | ruff | scipy | sherpa-onnx | sherpa-onnx-core | soundfile | stable-diffusion-cpp-python | torch | torchaudio | torchvision | transformers | vllm

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