Mirascope

Mirascope is an open-source python toolkit designed to simplify the integration of LLMs into applications. It provides the right level of abstractions so developers remain in control. Miracsope can be used completely on its own for building with LLMs or you can pick the pieces you like from other frameworks and still get the best out of Mirascope.

• Dynamically Configured Calls
• Dynamically Configured Tools
• Extract Structured Data
• Generate Structured Data
• JSON mode
• Stream Structured Information
• Type Hints

• Reliable production code
• Complicated chains
• Multiple providers