sutra-ai 0.1.2

Local-first execution runtime for deterministic LLM workflows with Ollama.

Sutra

Sutra is a small framework for running sequential LLM pipelines locally. This project is not affiliated with, endorsed by, or associated with any company or product named Sutra or Sutra AI.

Install

pip install sutra-ai

Examples

Hello world

pip install -e .
sutra run examples/hello_world/pipeline.py --text "Hello example"

Support triage

pip install -e .
sutra run examples/support_triage/pipeline.py --text "Need help with the dashboard"
sutra run examples/support_triage/pipeline.py --input examples/support_triage/sample_input.json

{
  "classification": [{"category": "bug", "urgency": "high"}],
  "replier": {"reply": "Team notified, working on it.", "tone": "calm"},
  "summary": {"summary": "Dashboard error blocking invoices", "next_steps": "Network to confirm deployment", "status": "pending"}
}

Commands

• sutra create <name> <description> (writes to projects/<name>; projects/ is a working directory and not tracked in this repo)
• sutra run <pipeline.py> [--text TEXT | \"TEXT\"]
• sutra doctor

Requirements

• Python >=3.10
• Ollama server at http://localhost:11434
• Model requirement: ollama pull llama3.1:latest

What Sutra is / is not

• Is: a CLI-driven pipeline runner that enforces JSON contracts.
• Is: a local workflow for orchestrating Ollama-powered agents.
• Is not: an autonomous planner with self-directed agents.
• Is not: a hosted API service.

Links

• GitHub: https://github.com/rajat4493/SutraFramework
• Issues: https://github.com/rajat4493/SutraFramework/issues
• Changelog: https://github.com/rajat4493/SutraFramework/blob/main/CHANGELOG.md
• PyPI: https://pypi.org/project/sutra-ai/0.1.0/