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1. sifaka-ai/sifaka sifaka-ai/sifaka Public

   Sifaka is an open-source framework that adds reflection and reliability to large language model (LLM) applications.

   Python 14 1

2. data-alchemy data-alchemy Public

   A multi-agent system that automatically engineers features from any CSV/Parquet file using specialized AI agents powered by PydanticAI.

   Python 5

3. ashita-ai/arbiter ashita-ai/arbiter Public

   Arbiter provides simple APIs, complete observability, and provider-agnostic infrastructure for evaluating LLM outputs. Built on PydanticAI with automatic interaction tracking, multiple evaluators, …

   Python 5 1

4. loom loom Public

   Declarative orchestration framework for AI pipelines with built-in evaluation

   Python 1