LLM-Agents-Papers
★ 2.4k
vs
GPTSwarm
★ 1.1k
LLM-Agents-Papers vs GPTSwarm
LLM-Agents-Papers: This repository provides a comprehensive list of papers focused on Large Language Model (LLM) based agents. It covers various aspects, including enhancement techniques, interaction methods, diverse applications, and underlying infrastructure for LLM agents.; GPTSwarm: GPTSwarm is a graph-based framework for building LLM-based agents. It facilitates the customized and automatic self-organization of agent swarms with self-improvement capabilities.
01
TL;DR
LLM-Agents-PapersMulti-Agent · ★ 2.4k
For academic researchers seeking comprehensive paper collections on LLM agents.
GPTSwarmMulti-Agent · ★ 1.1k
Complex question answering using agent swarms.
02
Side-by-Side Comparison
Field
LLM-Agents-PapersGPTSwarmCategory
Multi-Agent
Multi-Agent
Stars
★ 2.4k
★ 1.1k
License
—
MIT
Install Command
git clone https://github.com/AGI-Edgerunners/LLM-Agents-Papers.git
pip install gptswarm
Updated
1y ago
8mo ago
Open Source
Yes
Yes
Tags
LLM Agents, Paper List, AI Research
LLM Agents, Graph Framework, Swarm Intelligence
03
Features
LLM-Agents-Papers01Comprehensive survey of LLM agent papers
02Techniques for enhancing LLM agent capabilities
03Methods for agent interaction and collaboration
04Diverse applications of LLM agents in various fields
05Infrastructure and evaluation benchmarks for LLM agents
GPTSwarm01Graph-based LLM agent construction.
02Customizable and automatic self-organization of agent swarms.
03Self-improvement capabilities for agent swarms.
04Modular library for environment, graph, LLM interface, memory, and optimization.
05Optimization of inter-agent connections for performance improvement.
04
Use Cases
LLM-Agents-Papers↳For academic researchers seeking comprehensive paper collections on LLM agents.
↳As a learning resource for students and newcomers to the field of AI agents.
↳To guide practitioners in understanding and implementing advanced LLM agent techniques.
GPTSwarm↳Complex question answering using agent swarms.
↳Multi-modal analysis and summarization (e.g., image analysis).
↳Research and experimentation with LLM agent architectures and optimization.
FAQ
FAQ
What is the difference between LLM-Agents-Papers and GPTSwarm?
Both LLM-Agents-Papers and GPTSwarm are in the Multi-Agent category. LLM-Agents-Papers has 2.4k stars, while GPTSwarm has 1.1k stars.
Which is better, LLM-Agents-Papers or GPTSwarm?
The best choice depends on your use case. Choose LLM-Agents-Papers if For academic researchers seeking comprehensive paper collections on LLM agents., and GPTSwarm if Complex question answering using agent swarms..
Is LLM-Agents-Papers free or open source?
Yes, LLM-Agents-Papers is open source on GitHub.
Is GPTSwarm free or open source?
Yes, GPTSwarm is open source on GitHub (MIT).
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