Collections

28

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 30
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 34
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 3
GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 181

-

Understanding the planning of LLM agents: A survey

Paper • 2402.02716 • Published Feb 5 • 1
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25 • 64
LLM Multi-Agent Systems: Challenges and Open Problems

Paper • 2402.03578 • Published Feb 5
CACA Agent: Capability Collaboration based AI Agent

Paper • 2403.15137 • Published Mar 22

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

GAIA: a benchmark for General AI Assistants

Understanding the planning of LLM agents: A survey

LLM Agent Operating System

LLM Multi-Agent Systems: Challenges and Open Problems

CACA Agent: Capability Collaboration based AI Agent

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

MetaGPT: Meta Programming for Multi-Agent Collaborative Framework

Communicative Agents for Software Development

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

GAIA: a benchmark for General AI Assistants

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace

More Agents Is All You Need

Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Communicative Agents for Software Development

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace

Gorilla: Large Language Model Connected with Massive APIs

More Agents Is All You Need

Communicative Agents for Software Development

Self-Refine: Iterative Refinement with Self-Feedback

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

ReAct: Synergizing Reasoning and Acting in Language Models

Creative Robot Tool Use with Large Language Models

CodeCoT and Beyond: Learning to Program and Test like a Developer

Lemur: Harmonizing Natural Language and Code for Language Agents

CodePlan: Repository-level Coding using LLMs and Planning

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search

LASER: LLM Agent with State-Space Exploration for Web Navigation

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Diversity of Thought Improves Reasoning Abilities of Large Language Models

AutoMix: Automatically Mixing Language Models

SAI: Solving AI Tasks with Systematic Artificial Intelligence in Communication Network