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README.md

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----
-title: Chat2
-emoji: 💬
-colorFrom: yellow
-colorTo: purple
-sdk: gradio
-sdk_version: 5.12.0
-app_file: app.py
-pinned: false
-license: apache-2.0
----
-
-An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
+# Gemini Playground 💬
+
+## Overview
+
+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.
+
+![img](https://github.com/arham-kk/gemini-demo/assets/108623726/d88a8c82-4fcc-45fd-aea3-4a6a88787200)
+
+## Prerequisites
+
+Before running the code, ensure you have the necessary dependencies installed. You can install them using the following command:
+
+```bash
+pip install -r requirements.txt
+```
+
+Make sure to obtain your own Google API key by visiting [GOOGLE API KEY](https://makersuite.google.com/app/apikey) and follow the instructions.
+
+## Usage
+
+1. Set up your Google API key by entering it in the `GOOGLE API KEY` textbox.
+2. Optionally provide an image prompt to explore the capabilities of Gemini Pro Vision.
+3. Input your text prompt in the `Ask me anything and press Enter` textbox.
+4. Adjust various parameters such as temperature, token limit, stop sequences, top-K, and top-P to tailor the model's behavior.
+5. Click the "Run" button to initiate the conversation.
+
+## Features
+
+- **Gemini Pro and Gemini Pro Vision**: Choose between text-only (Gemini Pro) or text and image prompts (Gemini Pro Vision).
+- **Interactive Chat Interface**: Engage in dynamic conversations with the chatbot using Gradio's intuitive chat interface.
+- **Flexible Parameter Adjustment**: Fine-tune model behavior with adjustable parameters like temperature, token limit, and more.
+
+## Parameters
+
+- **GOOGLE API KEY**: Your personal Google API key for accessing the Generative AI models.
+- **Image**: Optional image prompt for Gemini Pro Vision.
+- **Temperature**: Controls the randomness of the generated content. Higher values lead to more creative responses.
+- **Token Limit**: Limit the length of the generated content in tokens.
+- **Stop Sequences**: Specify stop sequences to control the generation process.
+- **Top-K**: Control the diversity of the output by selecting from the top-K most likely tokens.
+- **Top-P**: Control the diversity of the output by selecting tokens with cumulative probabilities up to the top-P threshold.
+
+## Important Note
+
+Ensure you a valid Google API key to use the Gemini Pro and Gemini Pro Vision models.