Pauhu Documentation¶

Build AI systems that work. Describe what you want—Pauhu handles the rest.

Two Ways to Build¶

Framework¶

For AI tasks: translation, classification, extraction, Q&A.

import pauhu

translate = pauhu.ChainOfThought("text, src, tgt -> translation")
result = translate(text="Hello", src="en", tgt="fi")
print(result.translation)  # "Hei"

Framework Guide →

Agents¶

For autonomous workflows: customer service, research, automation.

from pauhu import Agent, Runner

agent = Agent(
    name="Support",
    instructions="Help customers with their orders.",
    tools=[search_orders, process_refund],
)

result = await Runner.run(agent, "Where is my order #12345?")

Agents Guide →

Getting Started¶

pip install pauhu

import pauhu

# Configure your LLM
pauhu.configure(lm=pauhu.LM("anthropic/claude-sonnet-4-20250514"))

# Start building
classify = pauhu.Predict("text -> sentiment: Literal['positive', 'negative']")
result = classify(text="Great service!")

Documentation¶

Section	Description
Framework	Signatures, Modules, Optimizers
Agents	Tools, Orchestration, Guardrails
API Reference	Complete API docs
Tutorials	Step-by-step guides
FAQ	Common questions