{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/21"}],"enrichment":{"capability":"matrice_streaming provides Cython-compiled streaming, client, and deployment utilities for Matrice.ai services, including real-time streaming gateways, camera management, and deployment orchestration.","skillfed_tags":["streaming-video","cython-compiled","matrice-ai"],"use_cases":["Build real-time video streaming pipelines with inference processing using StreamingGateway.","Deploy multiple camera streams with centralized management via CameraManager.","Orchestrate end-to-end deployment workflows for Matrice.ai services.","Set up automated streaming workflows with intelligent routing using AutoStreaming.","Integrate type-hinted streaming utilities into IDEs for rapid development."],"what_it_does":"matrice_streaming is a Cython-compiled Python package designed to provide high-performance utilities for building and deploying streaming applications on the Matrice.ai platform. It bundles ready-to-use components for real-time video streaming, client deployment, camera stream handling, and inference pipeline orchestration, with complete type stubs for IDE support.\n\nThe package targets developers building streaming and inference services. It has no external runtime dependencies, making installation straightforward. The codebase supports Python 3.8 through 3.12 and runs on Linux, macOS, and Windows. It is currently in Beta status and was last released 8 days ago, indicating active development.","worth_installing":"Yes, if you are building streaming or inference services for Matrice.ai. The package has low install friction, no external dependencies, active maintenance, and a permissive license. The Beta status and test.pypi.org distribution suggest it is still stabilizing; verify API stability and documentation completeness for your use case before committing to production."},"id":"matrice-streaming","links":{"html":"https://skillfed.io/packages/matrice-streaming","md":"https://skillfed.io/packages/matrice-streaming.md","pypi":"https://pypi.org/project/matrice-streaming/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-06","license_spdx":null,"license_treatment":"permissive","name":"matrice-streaming","python_support":"supports_current","summary":"Common server utilities for Matrice.ai services"},"popularity":{"monthly_downloads":93280,"position":13394,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.0.2"}