mirascope

项目介绍

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.

Here's an example of creating a simple agent, with tool-calling and streaming, using Mirascope. For many more examples, read the docs.

Here are helpful development commands. All must be run from within the python directory.

Check ruff linter (fixing issues where…