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# AI Data Visualization Agent
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This Assistant is designed to help anyone create and visualize data using natural language commands, and it is built using Together AI and E2B Code Interpreter. User gets to upload a dataset and ask questions to the LLM to get the data visualized. This demo can be considered as a demo for the E2B Code Interpreter and Together AI, for anyone who's getting started with these libraries!
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## Features
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- 🎨 Natural language-driven visualization creation
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- 📊 Support for multiple chart types (line, bar, scatter, pie, bubble)
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- 📈 Automatic data preprocessing and cleaning
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- 🎯 Available Models:
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- Meta-Llama 3.1 405B
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- DeepSeek V3
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- Qwen 2.5 7B
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- Meta-Llama 3.3 70B
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- 📱 The Code runs in the E2B Sandbox environment, so it is secure and fast
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- Streamlit for clear and interactive user interface
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## How to Run
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Follow the steps below to set up and run the application:
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Before anything else, Please get a free Together AI API Key here: https://api.together.ai/signin
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Get a free E2B API Key here: https://e2b.dev/ ; https://e2b.dev/docs/legacy/getting-started/api-key
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1. **Clone the Repository**:
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```bash
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git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
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cd ai_agent_tutorials/ai_data_visualisation_agent
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```
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2. **Install the dependencies**
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```bash
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pip install -r requirements.txt
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```
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3. **Run the Streamlit app**
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```bash
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streamlit run ai_data_visualisation_agent.py
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```
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