Awesome GitHub RepositoriesDynamic Data Source Connectors

JimuReport is an open-source reporting and dashboard engine designed to be embedded directly into Spring Boot applications. Its core identity centers on generating data reports and full-screen dashboards from natural language descriptions, eliminating the need for manual design. The platform also provides a conversational query interface that translates plain-language questions into database queries, returning results as tables and charts without requiring SQL knowledge. What distinguishes JimuReport is its integration of AI skills that can be installed with a single command, enabling report

Hotwire Turbo is a server-driven navigation and HTML streaming framework that intercepts link clicks and form submissions to fetch pages in the background and replace content without full browser reloads. It provides a Turbo Frame component that scopes page regions into independent contexts, enabling partial page updates where only a specific area of the page navigates or loads content. The framework includes a page cache and morph system that stores recently visited pages for instant restoration and applies minimal DOM changes on refresh, preserving scroll position and element state. The fra

SpringBlade is a development framework and platform designed for building multi-tenant SaaS applications. It provides a comprehensive scaffold for both Spring Cloud microservices and monolithic Spring Boot architectures, enabling the rapid construction of enterprise-grade software. The platform distinguishes itself through integrated LLM orchestration and industrial IoT management. It features an LLM orchestration platform that combines large language models with knowledge bases and visual AI agent workflows, alongside an IoT hub for device connectivity, state synchronization, and edge flow o

Openblocks is a low-code platform for building custom internal tools. It provides a visual interface where users can assemble applications by dragging and dropping pre-built components onto a canvas, connecting them to databases and APIs without writing code. The platform distinguishes itself through its architecture for embedding and reuse. Entire application pages can be rendered as native React components inside other applications, replacing traditional iframe-based embedding. Custom components and queries can be bundled into reusable modules for use across multiple applications, and an au

Ignite este un framework de antrenament de nivel înalt pentru rețele neuronale PyTorch, care servește drept motor de antrenament și manager al ciclului de viață al deep learning-ului. Oferă un sistem structurat pentru organizarea și automatizarea buclelor de antrenament și evaluare, gestionând iteratoarele de date și declanșând handler-e de evenimente la etape specifice în timpul procesului de antrenare a modelului. Proiectul se distinge printr-o suită cuprinzătoare de instrumente pentru antrenament distribuit și evaluarea modelelor. Include utilitare pentru sincronizarea gradienților și coordonarea comunicării colective între mai multe GPU-uri sau noduri, precum și o suită de evaluare pentru calcularea metricilor de performanță și efectuarea validării încrucișate (k-fold cross-validation). Capabilitățile sale mai largi acoperă automatizarea fluxului de lucru de antrenament, inclusiv programarea ratei de învățare, oprirea timpurie (early stopping) și optimizarea hiperparametrilor. Framework-ul oferă, de asemenea, instrumente de observabilitate pentru urmărirea experimentelor, profilarea timpului de execuție și antrenamentul cu precizie mixtă pentru a optimiza utilizarea memoriei. Sunt incluse mecanisme de persistență a stării pentru a gestiona checkpoint-urile modelelor și a recupera sesiunile de antrenament. Sunt disponibile medii containerizate pentru a simplifica implementarea și configurarea mediului.

Arroyo is a high-performance stream processing platform built in Rust. It executes continuous SQL queries on streaming data with event-time semantics, enabling accurate windowed aggregations, joins, and stateful computations on unbounded event streams. The platform uses native Rust execution for high throughput and low latency, with periodic checkpointing for exactly-once fault tolerance and horizontal scaling across distributed workers. The system integrates deeply with Kafka for reading and writing topics with exactly-once delivery and supports change data capture (CDC) from MySQL and Postg