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Multi-agent Systems

FinTeam: A Multi-Agent Financial Intelligence System That Generates Human-Accepted Reports and Outperforms GPT-4o

FinTeam: A Multi-Agent Financial Intelligence System That Generates Human-Accepted Reports and Outperforms GPT-4o 779

Financial analysis is rarely a solo endeavor. In real-world institutions—from investment banks to asset management firms—complex tasks like producing quarterly…

01/05/2026Financial Reasoning, Multi-agent Systems, Retrieval-Augmented Generation
Puppeteer: Dynamic Multi-Agent Orchestration for Efficient, Adaptive LLM Collaboration

Puppeteer: Dynamic Multi-Agent Orchestration for Efficient, Adaptive LLM Collaboration 27888

Managing complex tasks with large language models (LLMs) often hits a ceiling: while single models excel at narrow tasks, scaling…

12/26/2025Dynamic Orchestration, Multi-agent Systems, Reinforcement Learning For LLMs
PaperDebugger: AI-Powered In-Editor Academic Writing Assistant for Overleaf Users

PaperDebugger: AI-Powered In-Editor Academic Writing Assistant for Overleaf Users 1144

Academic writing is a deeply iterative and often fragmented process. Researchers routinely juggle LaTeX editors like Overleaf, reference managers, peer…

12/26/2025Academic Writing Assistance, In-Editor AI Editing, Multi-agent Systems
Agents: Build, Evolve, and Deploy Autonomous Language Agents Without Heavy Coding

Agents: Build, Evolve, and Deploy Autonomous Language Agents Without Heavy Coding 5778

In today’s fast-moving AI landscape, organizations and researchers increasingly need intelligent systems that don’t just respond to commands—but plan, collaborate,…

12/26/2025Autonomous Agents, Language Agent Learning, Multi-agent Systems
CAMEL: Build Scalable, Autonomous Multi-Agent AI Systems Without Constant Human Oversight

CAMEL: Build Scalable, Autonomous Multi-Agent AI Systems Without Constant Human Oversight 15059

In today’s AI landscape, large language models (LLMs) excel at solving complex tasks—but only when carefully guided by humans. This…

12/26/2025Autonomous Task Automation, Multi-agent Systems, Synthetic Data Generation
ElizaOS: The Web3-Friendly AI Agent Framework That Just Works

ElizaOS: The Web3-Friendly AI Agent Framework That Just Works 17177

In today’s fast-evolving landscape of artificial intelligence and decentralized systems, developers increasingly need tools that bridge the gap between large…

12/18/2025Autonomous AI Agents, Multi-agent Systems, Web3 Integration
AutoAgents: Automatically Generate Specialized AI Teams for Complex Real-World Tasks

AutoAgents: Automatically Generate Specialized AI Teams for Complex Real-World Tasks 1444

Building intelligent systems that can handle open-ended, multi-step problems has long been a challenge in AI development. Traditional multi-agent frameworks…

12/15/202512/15/2025AI Task Automation, Dynamic Role Generation, Multi-agent Systems
MetaGPT: Automate Full Software Development with AI Agents That Work Like a Real Engineering Team

MetaGPT: Automate Full Software Development with AI Agents That Work Like a Real Engineering Team 60511

Building reliable software from natural language prompts remains a major challenge—even for today’s most capable large language models (LLMs). While…

12/12/2025Automated Software Engineering, LLM-based Workflow Automation, Multi-agent Systems
TradingAgents: A Multi-Agent LLM Framework That Mirrors Real Trading Desks for Smarter Financial Decisions

TradingAgents: A Multi-Agent LLM Framework That Mirrors Real Trading Desks for Smarter Financial Decisions 26486

Automated financial trading has long relied on rule-based systems or single-agent machine learning models that struggle to capture the nuanced,…

12/12/2025Financial Trading, LLM-based Decision-making, Multi-agent Systems
EvoAgentX: Automate, Evolve, and Scale Multi-Agent LLM Workflows Without Manual Orchestration

EvoAgentX: Automate, Evolve, and Scale Multi-Agent LLM Workflows Without Manual Orchestration 2366

Overview Building reliable, scalable systems with large language models (LLMs) often involves stitching together multiple agents, tools, and prompts—a process…

12/11/2025Agentic Workflows, Evolutionary Optimization, Multi-agent Systems
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