title: “tool runner”
tool runner
An execution component within agentic-ai responsible for invoking and managing external functions, APIs, or computational processes.
Framework Implementations & Applications
- hermes and openclaw function as complementary agentic-ai rather than competing technologies.
- High-value Business Applications include Automated trading bots and content-creation automation.
- The interplay between these frameworks optimizes the tool-runner’s ability to execute tasks across external environments.
RAG vs Agents: Role of Tool Runners
- RAG enhances LLM responses via retrieved knowledge but cannot execute external actions (e.g., API calls, data processing).
- Agents extend RAG by incorporating tool execution (via tool runners) to interact with external systems and perform tasks.
- Tool runners are essential for agent capabilities (e.g., triggering workflows, accessing live data) but irrelevant for RAG systems.
Sources
- 2026 04 10 Hermes and OpenClaw Complementary AI Agent Frameworks for Business
2026 04 14 Difference between RAG and Agents for workflow
Source Notes
- 2026-04-07: Hermes Just Solved the Biggest Problem With OpenClaw