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The agent-framework is an LLM agent orchestration framework and multi-agent workflow engine designed for building autonomous AI agents. It provides a tool integration layer for binding external functions, APIs, and sandboxed code as executable tools for language models. The framework distinguishes itself through a graph-based system for designing sequential and parallel task flows, featuring state management and checkpointing for long-running processes. It implements comprehensive conversational state management and an observability suite that uses telemetry to trace execution flows and monit
Eino is an AI agent development kit and LLM application framework designed for building autonomous agents and orchestrating complex language model workflows. It serves as a multi-agent orchestration engine and workflow orchestrator, providing a graph-based execution model to route data between models, tools, and retrievers. The framework distinguishes itself through a robust set of multi-agent coordination patterns, including supervisor-led management, sequential flows, and autonomous reasoning loops like ReAct. It features advanced agent execution controls such as active turn preemption, che
This project is a framework for managing generative AI services through a unified provider interface and adapter layer. It provides a standardized API for calling multiple cloud-based and locally hosted models, translating provider-specific parameters and responses into a uniform format. The system includes an agent orchestrator designed for long-running tasks, featuring state persistence for resuming runs and execution tracing to monitor decision-making processes. It integrates the Model Context Protocol to connect models to external servers and filesystems and employs a policy-based executi
Cipher is an AI agent orchestration framework and LLM context memory layer. It provides a collaborative AI knowledge base and a context synchronization service that allows AI agents and CLI tools to maintain a persistent, structured memory of project decisions and codebase patterns across different sessions and machines. The system distinguishes itself through a version-controlled context model, using branches and commits to track how project knowledge evolves. It features a hierarchical knowledge store where information is organized as markdown files and can be synchronized between local env
This project is an AI agent orchestration framework that installs a complete, spec-driven software development lifecycle across multiple AI coding agents. It coordinates agents through sequential stages from discovery and requirements through design to autonomous implementation, with each task receiving independent review.
The main features of gotalab/cc-sdd are: Spec-Driven SDLC Installers, Agent Workflow Orchestrations, AI Agent Orchestration Frameworks, Multi-Agent Code Generation Systems with Review, Multi-Agent Implementer and Reviewer Spawners, Per-Task Implementer and Reviewer Spawners, Autonomous Implementation, AI-Driven Development Workflows.
Projects with overlapping indexed features include: microsoft/agent-framework — The agent-framework is an LLM agent orchestration framework and multi-agent workflow engine designed for building… ironclad/rivet — Rivet is a visual LLM workflow designer and AI agent orchestration engine. It serves as a development environment for… campfirein/cipher — Cipher is an AI agent orchestration framework and LLM context memory layer. It provides a collaborative AI knowledge… cloudwego/eino — Eino is an AI agent development kit and LLM application framework designed for building autonomous agents and… andrewyng/aisuite — This project is a framework for managing generative AI services through a unified provider interface and adapter… hkuds/openharness — OpenHarness is a framework for building and orchestrating AI agents that utilize tools and plugins to execute complex…