GPA-LM offers a modular pipeline for building autonomous language model agents. It handles task decomposition, tool invocation, and memory management, enabling seamless execution of complex multi-step workflows. The framework provides a plugin system for integrating custom utilities and supports collaboration between multiple agent instances. Users can leverage various LLMs and configure strategies to automate tasks ranging from code generation to data analysis, research, and decision-making processes.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#AI Agents
#Task Automation
#Python Framework
#Large Language Models
#plugin architecture
#multi-agent system
#autonomous agents
#agent orchestration
#development acceleration
#context retention
#tool management
#research support
#application prototyping
#memory tracking
#software extensibility
#sub-task decomposition
#API integration
#modular design
#GPA-LM
#OpenAI-Integration
...
Promote this Tool
Update this Tool
GPA-LM
GPA-LM offers a modular pipeline for building autonomous language model agents. It handles task decomposition, tool invocation, and memory management, enabling seamless execution of complex multi-step workflows. The framework provides a plugin system for integrating custom utilities and supports collaboration between multiple agent instances. Users can leverage various LLMs and configure strategies to automate tasks ranging from code generation to data analysis, research, and decision-making processes.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#AI Agents
#Task Automation
#Python Framework
#Large Language Models
#plugin architecture
#multi-agent system
#autonomous agents
#agent orchestration
#development acceleration
#context retention
#tool management
#research support
#application prototyping
#memory tracking
#software extensibility
#sub-task decomposition
#API integration
#modular design
#GPA-LM
#OpenAI-Integration
...
Featured
What is GPA-LM?
GPA-LM is a Python-based framework designed to simplify the creation and orchestration of AI agents powered by large language models. It features a planner that breaks down high-level instructions into sub-tasks, an executor that manages tool calls and interactions, and a memory module that retains context across sessions. The plugin architecture allows developers to add custom tools, APIs, and decision logic. With multi-agent support, GPA-LM can coordinate roles, distribute tasks, and aggregate results. It integrates seamlessly with popular LLMs like OpenAI GPT and supports deployment on various environments. The framework accelerates the development of autonomous agents for research, automation, and application prototyping.
Who will use GPA-LM?
- AI Researchers
- Software Developers
- Data Scientists
- Automation Engineers
- Technical Enthusiasts
How to use the GPA-LM?
- Step1: Clone the GPA-LM repository from GitHub.
- Step2: Install dependencies using pip and configure the Python environment.
- Step3: Set up API keys and model parameters in the configuration file.
- Step4: Choose or define custom plugins and tools.
- Step5: Run example scripts to test agent workflows.
- Step6: Customize planner and executor strategies for specific tasks.
- Step7: Deploy the agent pipeline and monitor execution logs.
Platform
- mac
- windows
- linux
GPA-LM's Core Features & Benefits
The Core Features
- Task planning and decomposition
- Tool invocation management
- Memory and state tracking
- Multi-agent orchestration
- Plugin system for custom tools
The Benefits
- Accelerates agent development
- Enhances task automation
- Facilitates modular design
- Supports extensibility
- Integrates with LLMs and external tools
GPA-LM's Main Use Cases & Applications
- Automating data analysis pipelines
- Intelligent code generation and testing
- Conversational research assistants
- Task scheduling and execution
- Multi-agent collaboration workflows
FAQs of GPA-LM
GPA-LM Company Information
- Beijing Academy of Artificial Intelligence
GPA-LM Reviews
5/5
GPA-LM's Main Competitors and alternatives?
- LangChain
- AutoGen
- BabyAGI
- JARVIS
- Haystack
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.
--
AI Library is a developer platform for building and deploying customizable AI agents using modular chains and tools.
--
A Python-based framework implementing flocking algorithms for multi-agent simulation, enabling AI agents to coordinate and navigate dynamically.
--
An open-source framework enabling autonomous LLM agents with retrieval-augmented generation, vector database support, tool integration, and customizable workflows.
--
An AI agent template showing automated task planning, memory management, and tool execution via OpenAI API.
--
Pipe Pilot is a Python framework that orchestrates LLM-driven agent pipelines, enabling complex multi-step AI workflows with ease.
--
Open-source repository providing practical code recipes to build AI agents leveraging Google Gemini's reasoning and tool usage capabilities.
--
RModel is an open-source AI agent framework orchestrating LLMs, tool integration, and memory for advanced conversational and task-driven applications.
--
An open-source framework implementing cooperative multi-agent reinforcement learning for autonomous driving coordination in simulation.
--
Python library with Flet-based interactive chat UI for building LLM agents, featuring tool execution and memory support.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
--
Agentic Workflow is a Python framework to design, orchestrate, and manage multi-agent AI workflows for complex automated tasks.
--
A GitHub demo showcasing SmolAgents, a lightweight Python framework for orchestrating LLM-powered multi-agent workflows with tool integration.
--
A Python framework for easily defining and executing AI agent workflows declaratively using YAML-like specifications.
--
OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
245.5K
32.47% A Pythonic framework implementing the Model Context Protocol to build and run AI agent servers with custom tools.
--
pyafai is a Python modular framework to build, train, and run autonomous AI agents with plug-in memory and tool support.
--
LangGraph enables Python developers to construct and orchestrate custom AI agent workflows using modular graph-based pipelines.
--
A Python wrapper enabling seamless Anthropic Claude API calls through existing OpenAI Python SDK interfaces.
--
Agent Adapters provides pluggable middleware to integrate LLM-based agents with various external frameworks and tools seamlessly.
--
Java-Action-Storage is a LightJason module that logs, stores, and retrieves agent actions for distributed multi-agent applications.
1.1M
62.06% Qoder is an agentic coding platform for real software, Free to use the best model in preview.
--
LinkAgent orchestrates multiple language models, retrieval systems, and external tools to automate complex AI-driven workflows.