kantan-agents is a thin, opinionated wrapper around the OpenAI Agents SDK that makes observability and evaluation “just happen” by default.
Project description
kantan-agents
kantan-agents is a thin, opinionated wrapper around the OpenAI Agents SDK that makes observability and evaluation "just happen" by default.
What it does
- Re-exports the Agents SDK tracing API.
- Provides an Agent wrapper that injects standardized Trace metadata.
- Provides a minimal Prompt model for versioned instructions.
- Injects Prompt metadata into Trace metadata when Prompt is used.
- Stores recent input/output pairs in context history.
- Supports output_dest to store structured output under a custom context key.
- Supports structured outputs via
output_typeand aRUBRICschema helper. - Supports handoffs between Agent instances.
- Collects tools and tool rules via entry points.
- Provides helpers to inspect provider tools and settings.
Quick Start
from kantan_agents import Agent
agent = Agent(name="basic-agent", instructions="You are a helpful assistant.")
context = agent.run("Hello")
print(context["result"].final_output)
Async usage
from kantan_agents import Agent
agent = Agent(name="basic-agent", instructions="You are a helpful assistant.")
context = await agent.run_async("Hello")
print(context["result"].final_output)
Docs
docs/concept.mddocs/spec.mddocs/architecture.mddocs/plan.mddocs/tutorial.mddocs/usage.md
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