2023 年的我使用 AI： # 代碼生成最佳 Prompt 你是一位擁有10年經驗的[語言]工程師， 遵循 Clean Code 原則，注重可讀性和可維護性。 請幫我寫以下功能： 【功能描述】：[詳細描述功能] 【輸入】：[描述輸入格式/類型] 【輸出】：[描述輸出格式/類型] 【邊界情況】：[空值、錯誤輸入、極限值的處理方式] 技術要求： - 語言/版本：[Python 3.11 / TypeScript 5.0 等] - 框架：[如有] - 必須包含：錯誤處理、型別標注、函數說明（docstring） - 效能考量：[如有特殊需求] 請同時提供： 1. 完整代碼（可直接運行） 2. 使用範例（3個不同情境） 3. 單元測試（涵蓋主要情況） -- 2024 年的我使用 AI： create a chart (diagram) for this workflow: In this work, we designed an image-to-text generation system based on our hybrid approach with the Gemini 1.5 Flash model. The workflow begins by uploading an image via a web interface built with Gradio. Upon receiving the image, the system preprocesses it by converting it to RGB format and resizing it to a standardized size (512×512 pixels) to ensure compatibility and optimal input quality for the model. Instead of relying on extensive fine-tuning, we applied our hybrid technique, where a set of carefully curated examples — consisting of images and their corresponding detailed descriptions — is first provided to the model. These examples emphasize the importance of capturing critical visual aspects such as colors, object positions, and spatial relationships. After presenting these prompt examples, the model receives the new image alongside a specific instruction to "Write a story about what's happening," thus guiding its generation behavior. The Gemini 1.5 Flash model processes the prompt and the image together to produce a detailed, imaginative, yet visually faithful story. Finally, the generated text is displayed in the web interface, providing an interactive and user-friendly experience. This hybrid approach helps the model reduce hallucinations particularly factual errors about visual details -- 2025 年的我使用 AI： A single enormous perfectly round antique baroque mirror floating in deep outer space, centered, flat frontal perspective, filling 70% of the vertical frame. Thick ornate gold baroque frame with intricate regal filigree, hyperrealistic polished antique gold craftsmanship. Mirror surface is clearly real reflective silvered glass — smooth, dark, smoky, glossy with subtle specular highlights and optical depth; NOT transparent or a portal. Precisely centered on the glass: one small exquisite rainbow prism four point starburst sparkle, brilliant white core with spectral red, orange, gold, green, cyan, indigo, violet diffraction. Behind and outside the mirror: breathtaking cosmic universe — profound black space, enormous colorful galaxies, swirling nebulae, emerald, indigo, sapphire, violet, magenta, turquoise, luminous gold. Lush celestial botanical flowers blooming around the mirror's edges intertwined with stars. Cosmic light reflects physically onto the gold frame and mirror glass. Ultra photorealistic, 8K, cinematic, surreal fine art, extreme dynamic range, razor sharp detail. --ar 9:16 --no people, hands, handle, oval mirror, doorway, portal, empty frame, transparent glass, hole, window, landscape inside mirror, clouds inside mirror, flowers inside mirror, galaxy inside mirror, text --s 750 --raw - -- 今年的我使用 AI： 這個專案我也沒太多想法，由你判斷決定。