microsoft/sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
This tool helps you refine and optimize how you instruct Large Language Models (LLMs) to perform specific tasks. You provide your data and initial instructions, and the tool helps you find the best way to phrase those instructions to get more accurate or efficient results from the LLM. It's designed for data scientists, machine learning engineers, or AI product managers who build or integrate LLM-powered features.
753 stars. No commits in the last 6 months. Available on PyPI.
Use this if you need to systematically improve the performance or efficiency of your custom instructions (prompts) when working with Large Language Models.
Not ideal if you are building interactive, agent-based, or production-ready LLM applications that require complex conversational flows or user interfaces.
Stars
753
Forks
45
Language
Python
License
MIT
Category
Last pushed
Jun 23, 2025
Commits (30d)
0
Dependencies
22
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