ThreeAgents is a Python-based AI agent framework that orchestrates GPT-powered agents with defined roles – system, assistant, and user. It offers conversation management, memory storage, and customizable agent behaviors, enabling seamless coordination among multiple AI personas. Users can simulate multi-agent workflows, experiment with cooperation and competition, and integrate OpenAI or local language models with minimal configuration.
AI Platforms & Frameworks
Workflow Automation
#multi-agent systems
#AI orchestration
#Context memory management
#Python AI development
#OpenAI-Integration
#role-based AI
#message handling frameworks
#AI experiments
#collaborative decision making
#Task Automation
#modular agent architecture
#custom prompt templates
#Docker AI support
#agent personality configuration
#Workflow Improvement
#Rapid Prototyping
#LLM backend support
#logging and analytics
#AI interactions
...
Promote this Tool
Update this Tool
ThreeAgents
ThreeAgents is a Python-based AI agent framework that orchestrates GPT-powered agents with defined roles – system, assistant, and user. It offers conversation management, memory storage, and customizable agent behaviors, enabling seamless coordination among multiple AI personas. Users can simulate multi-agent workflows, experiment with cooperation and competition, and integrate OpenAI or local language models with minimal configuration.
AI Platforms & Frameworks
Workflow Automation
#multi-agent systems
#AI orchestration
#Context memory management
#Python AI development
#OpenAI-Integration
#role-based AI
#message handling frameworks
#AI experiments
#collaborative decision making
#Task Automation
#modular agent architecture
#custom prompt templates
#Docker AI support
#agent personality configuration
#Workflow Improvement
#Rapid Prototyping
#LLM backend support
#logging and analytics
#AI interactions
...
Featured
What is ThreeAgents?
ThreeAgents is built in Python, leveraging OpenAI's chat completions API to instantiate multiple AI agents with distinct roles (system, assistant, user). It provides abstractions for agent prompting, role-based message handling, and context memory management. Developers can define custom prompt templates, configure agent personalities, and chain interactions to simulate realistic dialogues or task-oriented workflows. The framework handles message passing, context window management, and logging, enabling experiments in collaborative decision-making or hierarchical task decomposition. With support for environment variables and modular agents, ThreeAgents allows seamless swapping between OpenAI and local LLM backends, facilitating rapid prototyping of multi-agent AI systems. It ships with example scripts and Docker support for quick setup.
Who will use ThreeAgents?
- AI Researchers
- NLP Developers
- Conversational AI Engineers
- Automation Engineers
- AI Enthusiasts
- Students and Educators
How to use the ThreeAgents?
- Step1: Clone the ThreeAgents GitHub repository.
- Step2: Install required Python dependencies (pip install -r requirements.txt).
- Step3: Set your OPENAI_API_KEY environment variable for API access.
- Step4: Configure agent roles and prompts in the configuration file or script.
- Step5: Run the main Python script to start the multi-agent simulation.
- Step6: Monitor console outputs and logs for agent interactions and responses.
- Step7: Customize agent behaviors, memory strategies, or integrate different LLM backends as needed.
Platform
- mac
- windows
- linux
ThreeAgents's Core Features & Benefits
The Core Features
- Multi-agent orchestration
- Role-based prompting
- Memory management
- LLM integration
- Logging and analytics
- Docker support
- Configurable agent personalities
The Benefits
- Simplifies multi-agent AI prototyping
- Enables role-based AI interactions
- Modular and extensible
- Quick setup with examples
- Supports OpenAI and local LLMs
- Improves AI workflow experimentation
ThreeAgents's Main Use Cases & Applications
- Research multi-agent cooperation scenarios
- Simulate customer support chat with multiple personas
- Test hierarchical decision-making workflows
- Educational demos for NLP and AI courses
- Build AI-driven simulation environments
- Prototype complex AI coordination pipelines
FAQs of ThreeAgents
ThreeAgents Company Information
- JussiM01
ThreeAgents Reviews
5/5
ThreeAgents's Main Competitors and alternatives?
- LangChain
- AutoGPT
- Microsoft Semantic Kernel
- Hugging Face AgentFramework
- ReAct Agents
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.
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.
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.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
2.3K
100.00% TensorStax is an AI agent specializing in optimizing machine learning deployment and management.