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Source channel @githubtrending · Post #15049 · Aug 12

#java#distributed_systems#durable_execution#grpc#java#javascript#microservice_orchestration#orchestration_engine#orchestrator#reactjs#spring_boot#workflow_automation#workflow_engine#workflow_management#workflows Conductor is an open-source tool that helps you manage and automate complex workflows involving many microservices and systems. It makes your workflows flexible, reliable, and scalable by handling retries, errors, and monitoring automatically. You can define workflows as code in JSON, use various task types, and manage workflows dynamically without tightly coupling services. It offers an easy-to-use web interface and supports multiple databases like Redis and MySQL. This helps you build, run, and monitor workflows efficiently, saving time and reducing errors in managing distributed applications. It also has SDKs for Java, Python, JavaScript, Go, and C# to integrate easily with your projects. https://github.com/conductor-oss/conductor

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Machinelearning

@ai_machinelearning_big_data · Post #8450 · 09/04/2025, 01:20 PM

🔥 NVIDIA представила Universal Deep Research (UDR) UDR — настраиваемый агент для глубокого ресёрча, который «оборачивается» вокруг любого LLM. Почему это важно: 🟠**Гибкая настройка агента без кода** — UDR не ограничивает жёсткими сценариями, как большинство тулзов. 🟠Можно создавать, редактировать и комбинировать стратегии поиска и анализа. 🟠В репо есть примеры стратегий (minimal, expansive, intensive), но главная сила — в кастомизации под свои задачи. По сути, это гибкий ресёрч-агент, который можно адаптировать под любой рабочий процесс. 🟢Project: https://research.nvidia.com/labs/lpr/udr 🟢Code: https://github.com/NVlabs/UniversalDeepResearch 🟢Lab: https://nv-dler.github.io @ai_machinelearning_big_data #NVIDIA#UDR#UniversalDeepResearch#AI#LLM#ResearchAgent#AIAgents#DeepResearch