Dynamic sub-agent creation and orchestration system.
This project uses uv for package management.
You will also need to setup an OpenRouter API key and save it as an environment variable, ideally in .env.
src/main.py provides the following command-line options:
uv run src/main.py --task "Your task description here" [options]--task TEXT(required): The task that the agent system will execute. This should be a detailed description of what you want to accomplish.--verbose BOOLEAN: Enable verbose output to see detailed progress of the agent system. Default:False--output_path TEXT: Path where the results will be saved. Default:results/traces
uv run src/main.py --task "Research the impact of climate change on biodiversity in tropical rainforests and summarize the findings in a structured report with recommendations for conservation efforts." --verbose True --output_path "results/traces"- Add selective passing of context from sub-agents to the next, based on orchestrator
- Dynamically pick from library at the beginning, create new ones on the fly (generalization is even more imoprtant)
- Orchestrator gives feedback to the agents so they improve over time, one agent retains all of its memory
- Tool calling and data builds naturally on that
To contribute, just make a PR with whatever changes you want. This repo has pre-commit hooks with Ruff for linting and formatting, and Mypy for static typing. These ensure the codebase remains easy to use for all.