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--- |
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license: mit |
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sdk: gradio |
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colorFrom: red |
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pinned: true |
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sdk_version: 5.29.0 |
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colorTo: yellow |
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title: GPT Copy |
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--- |
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# Gemini Playground 💬 |
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## Overview |
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Gemini Playground is an interactive Python application that leverages Google Generative AI and Gradio to provide a platform for experimenting with Gemini Pro and Gemini Pro Vision models. Users can engage in dynamic conversations with the chatbot, utilizing text and image prompts to generate creative and context-aware responses. |
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## Prerequisites |
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Before running the code, ensure you have the necessary dependencies installed. You can install them using the following command: |
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```bash |
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pip install -r requirements.txt |
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``` |
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Make sure to obtain your own Google API key by visiting [GOOGLE API KEY](https://makersuite.google.com/app/apikey) and follow the instructions. |
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## Usage |
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1. Set up your Google API key by entering it in the `GOOGLE API KEY` textbox. |
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2. Optionally provide an image prompt to explore the capabilities of Gemini Pro Vision. |
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3. Input your text prompt in the `Ask me anything and press Enter` textbox. |
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4. Adjust various parameters such as temperature, token limit, stop sequences, top-K, and top-P to tailor the model's behavior. |
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5. Click the "Run" button to initiate the conversation. |
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## Features |
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- **Gemini Pro and Gemini Pro Vision**: Choose between text-only (Gemini Pro) or text and image prompts (Gemini Pro Vision). |
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- **Interactive Chat Interface**: Engage in dynamic conversations with the chatbot using Gradio's intuitive chat interface. |
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- **Flexible Parameter Adjustment**: Fine-tune model behavior with adjustable parameters like temperature, token limit, and more. |
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## Parameters |
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- **GOOGLE API KEY**: Your personal Google API key for accessing the Generative AI models. |
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- **Image**: Optional image prompt for Gemini Pro Vision. |
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- **Temperature**: Controls the randomness of the generated content. Higher values lead to more creative responses. |
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- **Token Limit**: Limit the length of the generated content in tokens. |
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- **Stop Sequences**: Specify stop sequences to control the generation process. |
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- **Top-K**: Control the diversity of the output by selecting from the top-K most likely tokens. |
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- **Top-P**: Control the diversity of the output by selecting tokens with cumulative probabilities up to the top-P threshold. |
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## Important Note |
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Ensure you a valid Google API key to use the Gemini Pro and Gemini Pro Vision models. |
