Gemini 1.5 Flash API with Kaggle

Overview

This repository contains a Kaggle Notebook demonstrating the use of Google's Gemini 1.5 Flash API for text generation and image analysis. The project highlights creative text generation (e.g., humorous descriptions) and analysis of a chessboard image, marking a first step into AI-driven applications.

Features

• Text Generation: Generates engaging narratives such as chess-themed jokes or stories using Gemini 1.5 Flash.
• Image Analysis: Provides descriptive and creative analysis of a chessboard image.
• Kaggle Integration: Uses Kaggle Secrets for secure API key management and smooth notebook execution.

Setup

1. Open the notebook in Kaggle and enable internet access.
2. Add your Gemini API key as a Kaggle Secret named KEY.
3. Dependencies (google-generativeai, PIL, IPython) are pre-installed on Kaggle.
4. Use the provided chessboard image URL or upload your own via Kaggle’s Data input.

Usage

• Run the notebook cells to generate text, e.g., "Tell a funny chess joke."
• Analyze the chessboard image using prompts like "Describe this image humorously."
• Modify prompts to experiment with different text generation and image analysis tasks.

Future Improvements

• Extend support for analyzing multiple images or datasets.
• Integrate additional Gemini API features, such as chat or code generation.
• Add interactive visualizations for chess strategies.

Acknowledgments

• Built with Google’s Gemini 1.5 Flash API.
• Hosted on Kaggle for seamless execution.