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AGENT framework

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Tencent Cloud Developer
Tencent Cloud Developer
May 8, 2025 · Artificial Intelligence

Advances and Future of AI Agents: Capabilities, Trends, and Applications

AI agents are rapidly evolving toward a 2025 breakthrough in perception, autonomous planning, tool use and memory, driven by multimodal models, neural‑symbolic reasoning and embodied intelligence, with $27 billion investment forecasts, exemplified by general‑purpose agents like Manus and emerging applications in code generation, research, healthcare, and risk analysis.

AGENT frameworkAI AgentAutonomous Planning
0 likes · 12 min read
Advances and Future of AI Agents: Capabilities, Trends, and Applications
Model Perspective
Model Perspective
Feb 5, 2025 · Product Management

How the AGENT Framework Transforms Smart Home Product Decisions

The article introduces the AGENT decision‑making framework, explains its five steps—Assumption, Generation, Evaluation, Nurture, Test—through a detailed smart‑home product development example, and shows how systematic analysis can produce innovative, cost‑effective solutions.

AGENT frameworkSmart Homedecision making
0 likes · 10 min read
How the AGENT Framework Transforms Smart Home Product Decisions
DevOps
DevOps
Jan 15, 2025 · Artificial Intelligence

Eko: Open‑Source Agent Framework for Building Production‑Ready Virtual Employees

Eko is an open‑source, cross‑platform agent framework that lets developers combine natural‑language prompts with programming code to create production‑grade virtual employees, featuring mixed agentic representation, environment‑aware architecture, hierarchical planning, visual‑interactive perception, and a multi‑level hook system for safe, controllable automation.

AGENT frameworkAI agentsAutomation
0 likes · 8 min read
Eko: Open‑Source Agent Framework for Building Production‑Ready Virtual Employees
DataFunTalk
DataFunTalk
Jan 11, 2025 · Artificial Intelligence

Ragent: Ant Group’s Ray‑Based Distributed Agent Framework

This article introduces Ragent, Ant Group’s Ray‑powered distributed agent framework, covering its background, motivation, design, implementation details, multi‑agent capabilities, and future directions for large‑model AI applications.

AGENT frameworkAIDistributed Agents
0 likes · 14 min read
Ragent: Ant Group’s Ray‑Based Distributed Agent Framework
AntTech
AntTech
Apr 19, 2024 · Artificial Intelligence

AgentUniverse: An Enterprise‑Grade Multi‑Agent Framework for Complex Financial Analysis

The article introduces AgentUniverse, a large‑model multi‑agent framework that orchestrates specialized agents through a PEER collaboration pattern to overcome LLM limitations in complex financial tasks, demonstrates its architecture, workflow, experimental superiority on benchmarks, and provides open‑source installation details.

AGENT frameworkAIPEER mode
0 likes · 10 min read
AgentUniverse: An Enterprise‑Grade Multi‑Agent Framework for Complex Financial Analysis
Sohu Tech Products
Sohu Tech Products
Apr 17, 2024 · Artificial Intelligence

Introduction to agere: A Lightweight, Fully Customizable Agent Framework

agere is a lightweight, dependency‑free Python framework that lets developers build fully customizable agents by defining reusable Job and handler task nodes in an edge‑node model, supporting parallel execution, fine‑grained callbacks, direct parameter passing, and hierarchical orchestration through a root Commander node.

AGENT frameworkAIPython
0 likes · 10 min read
Introduction to agere: A Lightweight, Fully Customizable Agent Framework
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Dec 6, 2023 · Artificial Intelligence

Multi-Agent Research Overview, Open-Source Implementations, and Design Considerations

This article reviews the background of multi‑agent systems, compares major open‑source frameworks such as AutoGen, MetaGPT, AgentVerse, and XAgent, discusses design principles, collaboration strategies, and offers conclusions on LLM‑driven versus SOP‑driven approaches for building multi‑agent applications.

AGENT frameworkAIAutoGen
0 likes · 15 min read
Multi-Agent Research Overview, Open-Source Implementations, and Design Considerations
DataFunSummit
DataFunSummit
Nov 20, 2023 · Artificial Intelligence

ModelScope Agents: Open‑Source LLM Agent Framework and Practical Guide

This article introduces ModelScope Agents, an open‑source LLM‑based agent framework that addresses limitations of GPT Store, outlines its features, provides installation and usage instructions, showcases a RPG game example, and invites the community to contribute to its roadmap.

AGENT frameworkAILLM
0 likes · 7 min read
ModelScope Agents: Open‑Source LLM Agent Framework and Practical Guide
Ximalaya Technology Team
Ximalaya Technology Team
Sep 18, 2023 · Artificial Intelligence

Understanding Autonomous and Autopilot AI Agents: Insights from Industry Experts

The article surveys the rise of LLM‑powered AI agents, defining them as LLM + memory + planning + tool use, contrasting fully autonomous agents with human‑guided autopilot/copilot variants, outlining their benefits, risks such as hallucinations and unsafe actions, and urging modular frameworks and oversight for reliable enterprise deployment.

AGENT frameworkAI agentsArtificial Intelligence
0 likes · 27 min read
Understanding Autonomous and Autopilot AI Agents: Insights from Industry Experts