metadata
language:
- en
license: apache-2.0
pipeline_tag: graph-ml
library_name: python
tags:
- agent-planning
- tool-use
- graph-ml
- autonomous-agents
- workflow-automation
task_categories:
- planning
model-index:
- name: toolplanner-lm
results: []
ToolPlannerLM
ToolPlannerLM is an AI planning model that predicts the optimal sequence of tools or APIs an agent should use to complete a given task.
Model Description
The model parses natural-language tasks, selects relevant tools, constructs a graph-based execution plan, and optimizes the execution order for efficiency and clarity.
Intended Use
- Autonomous AI agents
- Tool-augmented LLM systems
- Workflow automation
- API orchestration
- Research on planning and reasoning
Limitations
This is a rule-based baseline planner. It does not yet learn from execution traces or perform real API calls.
License
Apache License 2.0