coreason-arbitrage 0.2.0

coreason-arbitrage

coreason-arbitrage

The "Traffic Controller" / The Smart Switch for CoReason-AI.

Installation

pip install coreason-arbitrage

Features

• Intelligent Routing: Cascading model strategy to select the right model for the right task (Tier 1, Tier 2, Tier 3).
• Cost Optimization: Prevents "Token Burn" by routing simpler tasks to cheaper models and using Economy Mode.
• Resiliency: Circuit Breaker mechanism to failover to backup providers during outages.
• Provider Agnosticism: Decoupled from specific vendors, avoiding lock-in.
• FinOps: Real-time cost tracking and logging.

See Product Requirements for more details.

Usage

from coreason_arbitrage.engine import ArbitrageEngine

# Initialize the engine (Singleton)
# Note: You can optionally configure it with your specific clients
engine = ArbitrageEngine()

# Get a smart client capable of handling the request
# This client mimics the OpenAI interface but routes intelligently
client = engine.get_client()

# Use the client to create a completion
response = client.chat.completions.create(
    messages=[{"role": "user", "content": "Explain quantum computing in simple terms."}],
    # Arbitrage routing happens automatically based on content analysis
)

print(response.choices[0].message.content)