syftr

About syftr

Efficient Search for Pareto-optimal Flows syftr is an agent optimizer that helps you find the best agentic workflows for a given budget. You bring your own dataset, compose the search space from models and components, and syftr finds the best combination of parameters for your budget. It uses advances in multi-objective Bayesian Optimization and a novel domain-specific "Pareto Pruner" to efficiently sample a search space of agentic and non-agentic flows to estimate a Pareto-frontier (optimal trade-off curve) between accuracy and objectives that compete like cost, latency, throughput.

agents ai ai-agents hyperparameter-optimization hyperparameter-search llm-agent llms multiobjective-optimization pareto-optimality rag

Quick Facts

Stars	330
Forks	28
Language	Python
Category	Agent Tool
License	MIT
Quality Score	67.1163875543185/100
Open Issues	20
Last Updated	2026-03-04
Created	2025-05-20
Platforms	python
Est. Tokens	~225k

Compatible Skills

These tools work well together with syftr for enhanced workflows:

xLAM — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (56%)
DyLAN — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
EnvScaler — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
RAGElo — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
or_llm_agent — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)

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Frequently Asked Questions

What is syftr?

syftr is syftr is an agent optimizer that helps you find the best agentic workflows for your budget.. It is categorized as a Agent Tool with 330 GitHub stars.

What programming language is syftr written in?

syftr is primarily written in Python. It covers topics such as agents, ai, ai-agents.

How do I install or use syftr?

You can find installation instructions and usage details in the syftr GitHub repository at github.com/datarobot/syftr. The project has 330 stars and 28 forks, indicating an active community.

What license does syftr use?

syftr is released under the MIT license, making it free to use and modify according to the license terms.

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