AI-Powered Meditation Script Generator

Key Features

• Concurrent generation of multiple script variations, optimizing for timing and style.
• Fine-tuned prompt engineering for tone, warmth, and natural flow.
• Customizable batch size, pause intervals, and allowed duration variance.
• Summary analytics for word count, total pause time, and estimated session duration.
• API key authentication for secure access and usage tracking.
• Error handling and validation to guarantee output quality and structure.

Technologies Used

Challenges

Ensuring generated scripts are both structurally valid and true to the requested tone and duration required advanced prompt tuning and concurrent processing. Rate-limiting, batch validation, and robust error handling were implemented for high reliability and responsiveness.

Solution

Combined FastAPI backend with OpenAI GPT-4.1/4o models and custom validation logic. Used asyncio for high-throughput generation, and Pydantic for schema validation, resulting in a robust, scalable, and developer-friendly API for guided meditation content.

Results

Platforms and content creators now generate personalized, on-demand meditation scripts in seconds, expanding content offerings, improving user experience, and reducing reliance on manual writing.