IoA, developed by OpenBMB, is an open-source AI agent framework designed to create, orchestrate, and manage intelligent agent workflows. It enables modular composition of LLM-based agents, dynamic task planning, context management, and seamless tool integration, simplifying complex conversational and autonomous AI application development in Python environments.
AI Platforms & Frameworks
AI Memory Systems
Workflow Automation
Operations Tools
#AI orchestration
#multi-agent system
#task planning
#context management
#API integration
#autonomous workflows
#real-time monitoring
#Prototyping Tools
#skill plugins
#LLM coordination
#Open-source AI
#Developer Tools
#customer support bots
#data processing pipelines
#modular architecture
#memory management
#dynamic workflows
#agent communication
#task decomposition
#Seamless Integration
...
Promote this Tool
Update this Tool
IoA
IoA, developed by OpenBMB, is an open-source AI agent framework designed to create, orchestrate, and manage intelligent agent workflows. It enables modular composition of LLM-based agents, dynamic task planning, context management, and seamless tool integration, simplifying complex conversational and autonomous AI application development in Python environments.
AI Platforms & Frameworks
AI Memory Systems
Workflow Automation
Operations Tools
#AI orchestration
#multi-agent system
#task planning
#context management
#API integration
#autonomous workflows
#real-time monitoring
#Prototyping Tools
#skill plugins
#LLM coordination
#Open-source AI
#Developer Tools
#customer support bots
#data processing pipelines
#modular architecture
#memory management
#dynamic workflows
#agent communication
#task decomposition
#Seamless Integration
...
Featured
What is IoA?
IoA provides a flexible architecture for defining, coordinating, and executing multiple AI agents in a unified workflow. Key components include a planner that decomposes high-level goals, an executor that dispatches tasks to specialized agents, and memory modules for context management. It supports integration with external APIs and toolkits, real-time monitoring, and customizable skill plugins. Developers can rapidly prototype autonomous assistants, customer support bots, and data processing pipelines by combining ready-made modules or extending them with custom logic.
Who will use IoA?
- AI researchers and developers
- Data scientists building LLM workflows
- DevOps engineers automating agent pipelines
- Enterprise architects designing autonomous systems
How to use the IoA?
- Step1: Install via pip: pip install ioa-framework
- Step2: Import IoA modules and configure your LLM provider
- Step3: Define agent skills and tools using provided decorators
- Step4: Create a workflow by linking agent tasks in a planner
- Step5: Execute the workflow and monitor logs via built-in dashboard
- Step6: Extend or customize agents by adding new tool adapters
Platform
- mac
- windows
- linux
IoA's Core Features & Benefits
The Core Features
- Multi-agent orchestration engine
- Dynamic task planning and decomposition
- Context and memory management
- Seamless external tool/API integration
- Modular skill and plugin architecture
- Real-time execution monitoring
The Benefits
- Rapid prototyping of autonomous workflows
- High modularity and reusability
- Scalable coordination of LLM-powered agents
- Improved transparency with logging and metrics
- Open-source and extensible
IoA's Main Use Cases & Applications
- Customer support chatbots
- Automated data analysis pipelines
- Complex content generation workflows
- Autonomous research assistants
IoA's Pros & Cons
The Pros
Open-source, allowing customization and community contributions.
Supports integration with third-party agents, enhancing flexibility.
Facilitates autonomous collaboration and nested team formations.
Distributed service support enables scalable deployment.
Includes practical use cases like collaborative paper writing and benchmarking.
The Cons
No direct mention of pricing or commercial support.
May require technical expertise to deploy and customize effectively.
Limited information on user interface or ease of use for non-technical users.
FAQs of IoA
IoA Company Information
Analytic of IoA
Visit Over Time
Monthly Visits
3.9k
Avg Visit Duration
00:00:01
Page Per Visit
1.05
Bounce Rate
42.30%
Sep 2025 - Nov 2025 All Traffic
Geography
Top 5 Regions
United States
45.01%
Korea, Republic of
20.95%
India
11.89%
Japan
11.73%
Brazil
10.41%
Sep 2025 - Nov 2025 Worldwide Desktop Only
Traffic Sources
Direct
57.89%
Search
24.51%
Referrals
9.93%
Social
6.30%
Paid Referrals
1.22%
Mail
0.08%
Sep 2025 - Nov 2025 Desktop Only
IoA Reviews
5/5
IoA's Main Competitors and alternatives?
- LangChain
- AutoGPT
- AgentOS
- LlamaIndex
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
--
Intelligent workspace to manage tasks, documents, and schedules seamlessly.
177
100.00% Artisk is an AI agent that automates your daily tasks seamlessly.
--
AI-powered platform for brainstorming and developing ideas into viable plans.
--
Get personalized fitness and nutrition guidance with DailyFitness through WhatsApp.
40.8K
30.36% A multimodal AI agent enabling multi-image inference, step-by-step reasoning, and vision-language planning with configurable LLM backends.
--
Empowering individuals to achieve wellness goals through personalized, AI-driven solutions.
1.7K
100.00% SageFlow is an AI agent that automates workflow processes and integrates seamlessly with your existing tools.
10.2K
60.68% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
--
AI-powered platform creating stunning, synchronized music videos with original audio and visuals.
2.6K
100.00% AI-powered copilot for efficient and effective email management.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
2.1K
78.34% Hyperscience automates data extraction and document processing with AI-driven accuracy.
4.9M
20.59% Project Mariner is an AI agent designed for efficient data extraction and analysis.
5.5K
91.69% Potpie AI is an intelligent agent that automates document processing and management.
76.3K
19.45% Aviator Agents streamline workflows using AI-driven automation for various tasks.
--
Computer vision-based test automation and RPA tool for web and desktop apps.
2.3K
100.00% TensorStax is an AI agent specializing in optimizing machine learning deployment and management.
93.6M
16.93% Microsoft Copilot enhances productivity by automating tasks across various applications.
4.0K
81.56% ControlFlow AI optimizes workflows through intelligent automation, enhancing productivity and efficiency.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
--
An AI Agent that generates valid credit card numbers for testing purposes.
--
Pear AI is an intelligent assistant designed for customer support automation.
--
Offensive Graphs uses AI to automatically generate attack path graphs from network data, empowering security teams with clear visualization.
--
Inner Voice is an AI Agent that enhances personal insights with intuitive voice interactions.
9.6M
18.53% Bolt is an AI Agent for building and deploying web and mobile applications swiftly.
1.6M
48.95% Salesloft is an AI-driven platform enhancing sales engagement and workflow automation.
--
Thufir is an open-source Python framework for building autonomous AI agents with planning, long-term memory, and tool integration.
199
100.00% Agent Pilot automates customer interactions using AI-driven voice agents.
--
AgentSea AI Hub enables you to build, configure, and deploy intelligent AI agents with multi-modal interfaces and API integrations.
9.6K
32.54% AI-driven mobile app security platform automating static and dynamic vulnerability detection with continuous CI/CD integration.
1.1M
62.06% Qoder is an agentic coding platform for real software, Free to use the best model in preview.
24.5K
23.35% Thinkstack AI automates workflows and enhances productivity with intelligent insights.
--
A JavaScript AI assistant library that analyzes web pages, summarizes content, answers research queries, extracts insights, and generates citations.
--
An AI-powered DevOps assistant that automates cloud infrastructure tasks and generates Terraform code via chat interface.
--
Kube-Copilot is a kubectl plugin leveraging GPT to generate and optimize Kubernetes commands directly in your terminal.
26.7K
33.41% An AI-driven observability platform that analyzes logs, metrics, and traces for automated insights and root-cause analysis.
--
Benchmark suite measuring throughput, latency, and scalability for Java-based LightJason multi-agent framework across diverse test scenarios.