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Instructor: Structured Outputs for LLMs with Pydantic and Python
Instructor is a powerful Python library that simplifies extracting structured data from Large Language Models (LLMs). It integrates Pydantic for robust validation, type safety, and IDE support, eliminating the need for manual JSON parsing, error handling, and retries. This tool provides a streamlined and reliable way to get structured outputs from any LLM.
Stagehand: The AI Browser Automation Framework for Production
Stagehand is an innovative AI browser automation framework that expertly blends the precision of code with the adaptability of natural language. Designed for production environments, it empowers developers to choose between writing low-level Playwright code for specific tasks and leveraging high-level AI agents for dynamic interactions. This framework also enhances the automation process with features like action previewing, intelligent caching, and seamless integration with advanced computer use models.