Agentle
0
Agentle is an open-source Python library designed to simplify creation, orchestration, and deployment of AI agents powered by large language models. It offers modular components for defining multi-step workflows, integrating external APIs, managing conversational memory, and logging execution details.
AI Platforms & Frameworks
AI Memory Systems
Text Generation
Operations Tools
#AI agent development
#workflow automation
#API integration
#conversational AI
#memory management
#logging and audit
#extensible framework
#Open-source tools
#multi-agent systems
#task orchestration
#agent prototyping
#plugin architecture
#Developer Tools
#Context Preservation
#Seamless Integrations
#modular design
#agent deployment
#Custom AI Solutions
#Efficient Programming
#Technical documentation
...
Promote this Tool
Update this Tool
Agentle is an open-source Python library designed to simplify creation, orchestration, and deployment of AI agents powered by large language models. It offers modular components for defining multi-step workflows, integrating external APIs, managing conversational memory, and logging execution details.
AI Platforms & Frameworks
AI Memory Systems
Text Generation
Operations Tools
#AI agent development
#workflow automation
#API integration
#conversational AI
#memory management
#logging and audit
#extensible framework
#Open-source tools
#multi-agent systems
#task orchestration
#agent prototyping
#plugin architecture
#Developer Tools
#Context Preservation
#Seamless Integrations
#modular design
#agent deployment
#Custom AI Solutions
#Efficient Programming
#Technical documentation
...
Featured
What is Agentle?
Agentle provides a structured framework for developers to build custom AI agents with minimal boilerplate. It supports defining agent workflows as sequences of tasks, seamless integration with external APIs and tools, conversational memory management for context preservation, and built-in logging for auditability. The library also offers plugin hooks to extend functionality, multi-agent coordination for complex pipelines, and a unified interface to run agents locally or deploy via HTTP APIs.
Who will use Agentle?
- Software developers
- AI researchers
- Automation engineers
- Data scientists
- Product teams
How to use the Agentle?
- Step1: Install via pip: pip install agentle
- Step2: Import Agentle modules in your Python script
- Step3: Define an Agent class with task functions and tool connectors
- Step4: Configure conversational memory and plugins if needed
- Step5: Create an agent instance and call agent.run(input)
- Step6: Inspect logs or deploy the agent via HTTP endpoint
Platform
- mac
- windows
- linux
Agentle's Core Features & Benefits
The Core Features
- Multi-step workflow orchestration
- LLM integration and tool connectors
- Conversational memory management
- Execution logging and audit trail
- Plugin and extension hooks
- Multi-agent coordination
The Benefits
- Speeds up agent prototyping
- Modular and extensible design
- Open-source with permissive license
- Simplifies API and tool integration
- Enhances reproducibility and logging
Agentle's Main Use Cases & Applications
- Automated customer support chatbots
- Data extraction and report generation
- Process automation scripts
- Interactive virtual assistants
- Multi-agent orchestration pipelines
Agentle's Pros & Cons
The Pros
Simple and intuitive API design for easy agent creation
Supports complex multi-agent systems and composable pipelines
Integration with external tools and functions for enhanced capabilities
Structured outputs with strong typing via Pydantic integration
Built-in observability with automatic tracing and performance analytics
Ready for production deployment as APIs or UIs
Supports standardized agent-to-agent communication protocols
Flexible prompt management and knowledge integration features
Open-source under MIT License
The Cons
No explicit pricing information provided
Lack of mobile or app store presence limits direct end-user adoption
Possibly requires familiarity with Python and AI concepts to fully utilize
FAQs of Agentle
Agentle Company Information
- Paragon Intelligence
Analytic of Agentle
Visit Over Time
Monthly Visits
146
Avg Visit Duration
00:00:00
Page Per Visit
1.01
Bounce Rate
41.67%
Jun 2025 - Aug 2025 All Traffic
Geography
Top 1 Regions
Finland
100%
Jun 2025 - Aug 2025 Worldwide Desktop Only
Traffic Sources
Search
42.18%
Direct
36.57%
Referrals
13.98%
Social
4.71%
Paid Referrals
1.10%
Mail
0.36%
Jun 2025 - Aug 2025 Desktop Only
Agentle Reviews
5/5
Agentle's Main Competitors and alternatives?
- LangChain
- Auto-GPT
- AgentGPT
- Microsoft Semantic Kernel
- LlamaIndex
You may also like:
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
AI-driven chatbot for top OnlyFans creators.
Aixbt is a tokenized AI Agent optimizing revenue across applications.
theGist AI Workspace unifies work apps with AI for improved productivity.
Generate brand visuals and copy using AI to boost e-commerce sales.
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.
Nullify automates the entire AppSec program for security teams using AI-driven solutions.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Langbase is an AI agent that generates and analyzes natural language content efficiently.
AiTerm: AI Terminal Assistant converting natural language to commands.
Generate intriguing facts effortlessly with our AI-powered tool.
Automate your job applications and find the perfect job with AI technology.
Intellika AI enables seamless automation of data analysis and reporting for businesses.
ScholarRoll helps students find and apply for scholarships easily.
OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Intelligent workspace to manage tasks, documents, and schedules seamlessly.
AI-powered platform for brainstorming and developing ideas into viable plans.
Get personalized fitness and nutrition guidance with DailyFitness through WhatsApp.
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.
SageFlow is an AI agent that automates workflow processes and integrates seamlessly with your existing tools.
SJinn is an AI-powered agent creating image, video, audio, and 3D content from descriptions.
Evaluate translation complexity to improve your localization efforts.
Altera is an AI agent that specializes in advanced content creation and virtual assistance.
Imbue is an AI agent designed to enhance conversation and collaboration through intelligent dialogue.
n8n is an open-source workflow automation tool that connects various apps and services.
Inflection AI provides conversational AI tailored for personalized user interactions.
Allii.ai is an AI agent that offers advanced writing assistance and content generation.
Create impactful LinkedIn content with the AI Influencer Emulator.
Web3GPT is an AI agent that enhances Web3 project management through automated insights and tasks.
Five9 AI Agents enhance customer interactions with intelligent automation.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
ThumbGenie is an AI image generation tool designed for creating high-quality thumbnails instantly.
Gene is an AI-driven sales agent designed specifically for real estate agencies and developers.
Thinkeo is an AI agent for streamlined content creation and management.
Eidolon AI is an intelligent agent that simplifies complex tasks through conversational AI.
Trigger.dev helps developers automate workflows and integrate apps seamlessly with minimal code.
Microsoft Copilot enhances productivity by automating tasks across various applications.
ControlFlow AI optimizes workflows through intelligent automation, enhancing productivity and efficiency.
An AI Agent that generates valid credit card numbers for testing purposes.
Pear AI is an intelligent assistant designed for customer support automation.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
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.
Bolt is an AI Agent for building and deploying web and mobile applications swiftly.
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.
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.
AI-driven mobile app security platform automating static and dynamic vulnerability detection with continuous CI/CD integration.
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.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
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.
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.