Real-Agents is an open-source Python framework that empowers developers to create smart AI agents powered by large language models. It provides modular tools for integrating external APIs, managing agent memory, executing multi-step workflows, and customizing behavior through easy-to-use interfaces. The framework supports plug-and-play tool sets, enabling agents to fetch data, process information, and perform autonomous tasks. With a flexible architecture, Real-Agents accelerates the development of intelligent assistants and automated digital workers for various applications.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#AI Agents
#Automation Tools
#modular framework
#language models
#workflow automation
#Developer Tools
#contextual memory
#Data Integration
#scalable solutions
#open-source software
#debugging tools
#task orchestration
#customizable agents
#Web-API-Integration
#Production Efficiency
#multi-turn conversations
#Real-Time Processing
#agent development
#autonomous tasks
#memory retention
...
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Real-Agents
Real-Agents is an open-source Python framework that empowers developers to create smart AI agents powered by large language models. It provides modular tools for integrating external APIs, managing agent memory, executing multi-step workflows, and customizing behavior through easy-to-use interfaces. The framework supports plug-and-play tool sets, enabling agents to fetch data, process information, and perform autonomous tasks. With a flexible architecture, Real-Agents accelerates the development of intelligent assistants and automated digital workers for various applications.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#AI Agents
#Automation Tools
#modular framework
#language models
#workflow automation
#Developer Tools
#contextual memory
#Data Integration
#scalable solutions
#open-source software
#debugging tools
#task orchestration
#customizable agents
#Web-API-Integration
#Production Efficiency
#multi-turn conversations
#Real-Time Processing
#agent development
#autonomous tasks
#memory retention
...
Featured
What is Real-Agents?
Real-Agents is designed to simplify the creation and orchestration of AI-powered agents that can perform complex tasks autonomously. Built on Python and compatible with major large language models, the framework features a modular design comprising core components for language understanding, reasoning, memory storage, and tool execution. Developers can rapidly integrate external services like web APIs, databases, and custom functions to extend agent capabilities. Real-Agents supports memory mechanisms to retain context across interactions, enabling multi-turn conversations and long-running workflows. The platform also includes utilities for logging, debugging, and scaling agents in production environments. By abstracting low-level details, Real-Agents streamlines the development cycle, allowing teams to focus on task-specific logic and deliver powerful automated solutions.
Who will use Real-Agents?
- AI developers
- Machine learning researchers
- Software engineers
- Technical enthusiasts
How to use the Real-Agents?
- Step1: Clone the repository from GitHub.
- Step2: Install dependencies via pip install -r requirements.txt.
- Step3: Configure your OpenAI or LLM API keys in the .env file.
- Step4: Define agent tasks and tool integrations in Python scripts.
- Step5: Run sample agents using python run_agent.py and monitor logs.
- Step6: Customize workflows and extend with new tool modules.
Platform
- mac
- windows
- linux
Real-Agents's Core Features & Benefits
The Core Features
- Modular agent architecture
- Tool integration and execution
- Contextual memory management
- Multi-step workflow orchestration
- Logging and debugging utilities
The Benefits
- Accelerates agent development
- Highly customizable and extensible
- Open-source and community-driven
- Simplifies complex task automation
- Scales for production use
Real-Agents's Main Use Cases & Applications
- Data extraction and processing
- AI-driven customer support chatbots
- Automated web scraping agents
- Dynamic report generation workflows
FAQs of Real-Agents
Real-Agents Company Information
Real-Agents Reviews
5/5
Real-Agents's Main Competitors and alternatives?
- LangChain
- Auto-GPT
- Microsoft Semantic Kernel
- BabyAGI
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