Mirascope – The LLM Anti-Framework

What it does

This directory contains the Python implementation of Mirascope: The LLM Anti-Framework. It's intended as a "Goldilocks API" that affords the fine-grained control you'd get from using raw provider APIs, as well as the type safety and easy ergonomics that are offered by higher-level agent frameworks. Think of Mirascope as the "React" of LLM development, where provider native APIs are HTML/CSS, and the agent frameworks are Angular. # using uv, with all provider deps uv add " mirascope[all] " # using uv, with just Anthropic uv add " mirascope[anthropic] " # using pip, with all deps pip install " mirascope[all] " # using pip, just OpenAI pip install " mirascope[openai] " Usage Here's an example…from github.com

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