Extends the Pi agent harness with AutoResearch loops from NVIDIA, improving efficiency on long-running autonomous research and coding tasks.
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Try this first
Ask your coding agent:
- Research Loop
Use SoL-Pi to run iterative AutoResearch cycles: ‹what you need›
- Efficiency Tuning
Use SoL-Pi to reduce token and step cost on long-horizon tasks: ‹what you need›
Install the CLI
Install it as its own instructions say.
Setup guide: github.com/NVlabs/SoL-Pi
Call the API
Auth None needed
Setup guide: github.com/NVlabs/SoL-Pi
Compare
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- Access
- CLIAPI
- Auth
- None
- Skills
- 3
Skills
Research Loop
Runs iterative AutoResearch cycles that refine an approach across repeated attempts.
Harness Extension
Plugs into the Pi agent harness without replacing the existing agent loop.
Efficiency Tuning
Reduces token and step cost on long-horizon tasks through structured iteration.
