Awesome GitHub RepositoriesAgent Deployment Tools

Auto-GPT is an autonomous agent framework that uses large language models to decompose complex goals and execute multi-step tasks without human intervention. It functions as a workflow automation tool that chains language model tasks and manages memory to achieve specific objectives. The project features a visual agent designer that allows users to define behaviors and goals by connecting functional blocks through a graphical interface. It employs a vector database memory system to recall information across different sessions and a sliding-window buffer for immediate short-term context. The

This project is a comprehensive framework for developing, orchestrating, and deploying autonomous agents. It provides a structured environment for building agents that utilize reasoning loops to perform multi-step tasks, manage state through graph-based workflows, and interact with external tools. By mapping unstructured model outputs into typed schemas, the framework ensures reliable integration with downstream application logic. The platform distinguishes itself through a focus on production-grade reliability and security. It incorporates hybrid memory systems that combine vector embeddings

This project provides a collection of reference implementations, architectural patterns, and SDK samples for building autonomous agents using large language models. It serves as a multi-language framework for implementing and deploying specialized AI agents across diverse programming environments. The system centers on an orchestration framework that combines deterministic code with adaptive reasoning through structured graph workflows. It utilizes schema-driven integration to connect agents with third-party applications and diverse AI models. The development lifecycle is supported by toolki

ChaosBlade is an open-source chaos engineering platform that injects faults into applications, containers, Kubernetes clusters, and host systems to test resilience. It functions as a multi-layer fault injection tool, capable of disrupting system resources, Java, C++, NodeJS, and Golang applications, Docker containers, and Kubernetes pods and nodes from a single interface. The platform distinguishes itself through its architecture, which defines chaos experiments as Kubernetes Custom Resource Definitions for native cluster integration, and supports multiple fault injection mechanisms including

Ottomator-agents is a framework for building and deploying autonomous AI agents using structured workflow files and source code. It serves as a declarative deployment tool and workflow orchestrator that translates static configuration files into executable sequences of AI agent tasks and logic flows. The system utilizes manifest-driven instantiation and template-driven deployment to create functional agent identities by populating source code templates with user-specified parameters. It incorporates a modular skill system that equips agents with discrete, reusable source code units and toolse

OpenGpt هو منصة لتنسيق الوكلاء وواجهة متعددة الوسائط مصممة لبناء ونشر شخصيات ذكاء اصطناعي متخصصة. يسمح للمستخدمين بإنشاء وكلاء موجهين للمهام مع مطالبات نظام مخصصة وقيود سلوكية لأتمتة سير العمل المهني والإبداعي والتقني. يتميز المشروع بسير عمل لهندسة المطالبات (prompt engineering) يحول مدخلات المستخدم البسيطة إلى تعليمات منظمة لتحسين دقة النموذج. يدمج التوليد المعزز بالاسترجاع (RAG) من خلال ربط قواعد بيانات المتجهات بواجهة الدردشة، مما يتيح استجابات واعية بالسياق من مجموعات بيانات خاصة. تغطي المنصة مجموعة واسعة من الإمكانات، بما في ذلك تحليل البيانات متعددة الوسائط لملفات PDF والصوت، وإدارة واجهة برمجة التطبيقات (API) متعددة الموفرين عبر مفاتيح شخصية، وتوليد أنواع محتوى متنوعة مثل المستندات المهنية، والكود الوظيفي، والمطالبات المرئية. كما تتضمن أدوات لتحليل المحتوى، وخدمات الترجمة، وإدارة الهوية عبر Google OAuth.