General Introduction Memary is an innovative open source project focused on providing long-term memory management solutions for autonomous intelligences. The project helps intelligences break through the limitations of traditional context windows to achieve smarter interactive experiences through knowledge graphs and specialized memory modules.Memary uses automated mem...
Comprehensive Introduction Smolagents is a lightweight intelligent agent library developed by HuggingFace that focuses on simplifying the development process of AI agent systems. The project is known for its clean design philosophy, with only about 1000 lines of core code, yet provides powerful feature integration capabilities. Its most notable feature is its support for code execution...
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General Introduction CrewAI is an advanced framework designed to orchestrate collaboration between role-playing and autonomous AI agents. By facilitating collaborative intelligence, CrewAI enables agents to work together seamlessly to solve complex tasks. Whether building intelligent assistant platforms, automating customer service teams, or multi-agent research teams, Crew...
Comprehensive Introduction AutoGPT is a powerful platform designed to help users create, deploy, and manage continuously running AI agents that automate complex workflows. Developed by Significant Gravitas, the platform offers a wide range of tools and features that enable users to focus on important tasks without worrying about technical...
Comprehensive Introduction Qwen-Agent is an intelligent agent application framework developed based on Qwen 2.0 and above, with capabilities such as command following, tool usage, planning and memorization. The framework provides a variety of sample applications such as browser assistants, code interpreters and custom assistants to help developers quickly construct...
Comprehensive Introduction Swarms is an enterprise-grade production-ready multi-agent orchestration framework designed to boost business productivity through efficient agent management and task processing. With support for multiple models, multiple memory systems and custom agent creation, the framework provides a modular design and comprehensive logging capabilities to ensure system...
Comprehensive Introduction AgentClientDemo is a comprehensive Python project that integrates intelligent (Agent) and client (Client) functionality. The project is based on the PyQt framework and provides an intuitive and easy-to-use graphical user interface (GUI). With this project, users can experience the Intelligent...
General Introduction ControlFlow is a Python framework developed by PrefectHQ focused on building and managing AI workflows. It provides a structured, developer-oriented framework for defining workflows and delegating tasks to Large Language Model (LLM) agents.ControlFlow is designed to work without...
Comprehensive Introduction BISHENG is an open source LLM (Large Language Model) DevOps platform designed for next generation enterprise AI applications. The platform provides powerful and comprehensive features including generative AI workflows, RAG (Retrieval Augmented Generation), intelligent agents, unified model management, evaluation, SFT (fine-tuning)...
Comprehensive Introduction Bambo is a new type of proxy framework, which is lighter and more flexible than the mainstream frameworks, and can handle a variety of load tasks.Bambo achieves efficient proxy functionality by defining all the tools in the tools directory, and using asynchronous custom functions. Users can use the llm_client.py file...
Comprehensive Introduction Dynamiq is an open source AI orchestration framework designed for agent AI and Large Language Model (LLM) applications. It is designed to simplify the development of AI-driven applications, especially in the area of Retrieval Augmented Generation (RAG) and the orchestration of LLM agents.Dynamiq provides a rich set of functional modules and detailed...
Comprehensive Introduction TEN Agent is an open source, real-time, multimodal intelligences framework that integrates OpenAI Realtime API and RTC to support a variety of functions such as weather querying, web searching, visual processing, and RAG (Retrieval Augmented Generation). The framework aims to provide high-performance, low-latency audio and video interaction solutions...
General Introduction Swarm is an experimental educational framework developed by OpenAI to explore lightweight, controlled, and easily testable interfaces for multi-agent systems. The framework is primarily used to demonstrate handoffs and routine patterns between agents to help developers understand and implement the coordination and execution of multi-agent systems.Swarm is not...
Comprehensive Introduction Atomic Agents is an extremely lightweight and modular framework designed around the concept of atomicity for building agent AI pipelines and applications. The framework provides a set of tools and agents that can be combined to create powerful applications. It is built on Instructor and utilizes Pydan...
Comprehensive Introduction Smart Spectrum Clearstream is an enterprise-grade AI intelligent body development platform launched by Smart Spectrum AI, aiming to help enterprises rapidly build and deploy professional-grade intelligent bodies. The platform utilizes Wisdom Spectrum's big model technology to achieve all-round support from model service, intelligent body construction to data security and system integration, ensuring that enterprises in the digital transformation...
Comprehensive Introduction muAgent is an innovative multi-intelligentsia framework developed by Ant Group. The framework helps users execute various complex standard operating procedures (SOPs) under human guidance through canvas drag-and-drop and simple text writing, in collaboration with multi-intelligentsia, function calls, code interpreters and other technologies. Currently, ...
Comprehensive Introduction Dify is an open source generative AI application development platform designed to help developers rapidly build and operate native AI applications based on Large Language Models (LLMs). The platform provides a variety of functions from Agent construction to AI workflow orchestration, RAG retrieval, model management, etc., supporting the development of...
Comprehensive introduction Zion is a powerful no-code development platform, users do not need to write code to quickly build websites, WeChat small programs and other applications. The platform provides full visualization of the operation, from application development, deployment on-line to the growth of operation and maintenance, greatly reducing the threshold of development.Zion extensive coverage of business scenarios, including AI...
General Introduction AutoGen Studio 2.0 is a user interface powered by AutoGen designed to simplify the process of creating and managing multi-agent solutions. The platform enables users to declaratively define and modify agents and their workflows through an intuitive interface that makes it easy for even beginners...