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kalibr


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Author: None
License: Apache-2.0
Summary: Outcome-aware LLM routing for production AI agents. Routes between models, tools, and parameters based on real success signals using Thompson Sampling. Automatic fallback, cost optimization, and continuous learning — no redeploy required.
Latest version: 1.12.1
Required dependencies: fastapi | httpx | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-sdk | pydantic | python-multipart | requests | rich | typer | uvicorn
Optional dependencies: black | crewai | deepgram-sdk | elevenlabs | langchain-anthropic | langchain-core | langchain-google-genai | langchain-openai | livekit-agents | openai-agents | pipecat-ai | pytest | pytest-asyncio | ruff | tiktoken

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