trunkate-ai 0.1.5

Official Python SDK for Trunkate AI

Python SDK

The official Trunkate AI Python SDK provides synchronous bindings for Python 3.9+. It utilizes httpx internally for lightning-fast networking.

Installation

pip install trunkate-ai

Setup & Configuration

The SDK automatically reads the TRUNKATE_API_KEY from your environment.

import os
from trunkate_ai import Trunkate

# Initializes using os.environ.get("TRUNKATE_API_KEY")
client = Trunkate()

# Alternatively, pass it explicitly:
# client = Trunkate(api_key="tk_live_...")

Usage

# 1. Define your long prompt
prompt = "Your very long context..."

# 2. Optimize the prompt for a specific task
optimized = client.optimize(
    text=prompt,
    task="Summarize this document",
    budget=500,
    model="gpt-4o"
)

print(f"Reduced token count by {optimized.stats.reduction_percent}%")

Parameters

Parameter	Type	Required	Description
text	str	Yes	The raw, unoptimized prompt.
task	str	No	Instructions on what the LLM should do with the prompt.
budget	int	No	Target maximum token count (default: varies by model).
model	str	No	The target LLM (default: gpt-4o).