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stefanwiest 's Collections
Multi-Agent Coordination & Signaling
LLM Reasoning & Planning Techniques
Memory, Context & RAG
LLM Quality & Degradation Monitoring
Tool Use & Agent Execution
Agent Safety & Alignment

Tool Use & Agent Execution

updated Jan 2

LLM tool use: Toolformer, ReAct, MCP protocol, dynamic tool selection, autonomous agent execution loops.

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  • Qwen/Qwen2.5-Coder-7B-Instruct

    Text Generation • 8B • Updated Jan 12, 2025 • 1.41M • • 650

    Note Tool use specialist


  • meta-llama/Llama-3.1-8B-Instruct

    Text Generation • 8B • Updated Sep 25, 2024 • 5.85M • • 5.47k

    Note General tool use


  • Toolformer: Language Models Can Teach Themselves to Use Tools

    Paper • 2302.04761 • Published Feb 9, 2023 • 12

  • ReAct: Synergizing Reasoning and Acting in Language Models

    Paper • 2210.03629 • Published Oct 6, 2022 • 32

  • Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

    Paper • 2510.04618 • Published Oct 6, 2025 • 129

  • Voyager: An Open-Ended Embodied Agent with Large Language Models

    Paper • 2305.16291 • Published May 25, 2023 • 13
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