LLM-Agent is an open-source Python framework designed to simplify development of autonomous agents powered by large language models. It offers modular components for tool integration, context memory, custom prompting, and multi-step decision workflows. With LLM-Agent, developers can rapidly prototype and deploy agents that interact with APIs, perform data processing, generate code, and automate routine tasks across environments.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#intelligent agents
#LLM Integration
#custom tools
#contextual memory
#workflow automation
#API interaction
#Data Analysis
#Open-source tools
#modular architecture
#autonomous development
#plugin support
#Prompt Engineering
#multi-step processing
#dynamic task routing
#Code Generation
#Machine Learning Agents
#Research Automation
#tool customization
#Conversation Management
#User-friendly interface
...
Promote this Tool
Update this Tool
LLM-Agent
LLM-Agent is an open-source Python framework designed to simplify development of autonomous agents powered by large language models. It offers modular components for tool integration, context memory, custom prompting, and multi-step decision workflows. With LLM-Agent, developers can rapidly prototype and deploy agents that interact with APIs, perform data processing, generate code, and automate routine tasks across environments.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#intelligent agents
#LLM Integration
#custom tools
#contextual memory
#workflow automation
#API interaction
#Data Analysis
#Open-source tools
#modular architecture
#autonomous development
#plugin support
#Prompt Engineering
#multi-step processing
#dynamic task routing
#Code Generation
#Machine Learning Agents
#Research Automation
#tool customization
#Conversation Management
#User-friendly interface
...
Featured
What is LLM-Agent?
LLM-Agent provides a structured architecture for building intelligent agents using LLMs. It includes a toolkit for defining custom tools, memory modules for context preservation, and executors that orchestrate complex chains of actions. Agents can call APIs, run local processes, query databases, and manage conversational state. Prompt templates and plugin hooks allow fine-tuning of agent behavior. Designed for extensibility, LLM-Agent supports adding new tool interfaces, custom evaluators, and dynamic routing of tasks, enabling automated research, data analysis, code generation, and more.
Who will use LLM-Agent?
- Python developers
- AI researchers
- Data scientists
- Automation engineers
How to use the LLM-Agent?
- Step1: Clone the GitHub repository: git clone https://github.com/kyopark2014/llm-agent.git
- Step2: Install dependencies: pip install -r requirements.txt
- Step3: Configure your LLM credentials (e.g., OPENAI_API_KEY) in environment variables
- Step4: Define and register custom tools by extending the Tool base class
- Step5: Create an Agent instance, attach tools and memory modules
- Step6: Construct prompt templates or chains and pass them to the agent executor
- Step7: Run agent.run("your query") to execute tasks and receive responses
Platform
- mac
- windows
- linux
LLM-Agent's Core Features & Benefits
The Core Features
- Modular tool integration interface
- Contextual memory management
- Customizable prompt templates
- Chain-of-thought workflow orchestration
- Plugin and extension support
The Benefits
- Speeds up autonomous agent development
- Highly extensible and modular
- Open-source community-driven
- Easy integration with APIs and services
- Supports complex multi-step tasks
LLM-Agent's Main Use Cases & Applications
- Automated research assistant querying web and databases
- Code generation and debugging agent for software projects
- Customer support chatbot with dynamic API lookups
- Data analysis pipelines that fetch, process, and report insights
FAQs of LLM-Agent
LLM-Agent Company Information
LLM-Agent Reviews
5/5
LLM-Agent's Main Competitors and alternatives?
- LangChain
- LlamaIndex
- Microsoft Semantic Kernel
- AutoGen
- Toolformer
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.
1.6K
100.00% Edusign simplifies digital attendance and document signatures.
16.3K
41.68% Moddy is an AI agent designed to enhance multi-repo code transformation.
--
OLI is a browser-based AI agent framework enabling users to orchestrate OpenAI functions and automate multi-step tasks seamlessly.
--
Simulate conversations with people who have anxiety, receive feedback, and improve your support skills.
270
71.52% Maige automates GitHub workflows with AI for seamless issue and PR management.
551
100.00% Rehance offers an AI copilot to enhance SaaS platforms with automated productivity tools.
--
SWE-1 is an AI-powered coding assistant designed to speed up software development.
--
Generate BI reports from your competitors’ Google Maps reviews to understand customer sentiment.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
15.4K
94.65% AIHelp provides AI-powered customer support and in-app messaging solutions.
75.0K
46.08% Kadoa is an AI agent that enhances customer support and engagement through personalized interactions.
19.9K
19.82% Aide is an AI agent designed to streamline workflows and enhance productivity.
34.5K
27.40% Transform your customer communications with AI-powered calls seamlessly using Regal AI Agent Platform.
987
66.93% Batai Assistant automates customer service with innovative voice models for seamless conversations.
884
100.00% Jupid is an AI agent designed to enhance productivity through automated assistance in various tasks.
13.0K
23.35% aiXplain offers AI-driven model creation for diverse applications effortlessly.
--
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.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
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.