|
| 1 | +--- |
| 2 | +title: Valetudo AI — Trusted Medical Answer Assistant |
| 3 | +description: Perplexity Sonar-powered medical assistant that delivers science-backed answers with verified citations — featuring prompt templates, filters, and image upload. |
| 4 | +sidebar_position: 1 |
| 5 | +keywords: [medical, AI assistant, Perplexity Sonar, healthcare, citations, trusted sources, image upload, prompt templates, health bot] |
| 6 | +--- |
| 7 | + |
| 8 | +# Project Title |
| 9 | + |
| 10 | +**Valetudo AI** is a Perplexity Sonar-powered assistant that delivers fast, reliable, and well-cited answers to medical questions. Designed for parents, patients, and students — it cuts through misinformation with smart filters, visual input, and prompt-based queries. |
| 11 | + |
| 12 | +## Features |
| 13 | + |
| 14 | +- **Answers with Citations:** Provides numbered scientific citations from a curated list of **10** trusted medical **sources**. |
| 15 | +- **Advanced Filtering:** Allows users to filter results **by date and country** to get the most relevant information. |
| 16 | +- **Image Upload:** Supports visual context for queries (e.g., **photos** of medications or conditions). |
| 17 | +- **Prompt Templates:** Includes **7 categories** of pre-built prompts for common medical questions: |
| 18 | + - Symptom-based advice |
| 19 | + - Drug interaction checks |
| 20 | + - Safety timing |
| 21 | + - Safer treatments |
| 22 | + - Compare effectiveness |
| 23 | + - Recommended exercises |
| 24 | + - Latest research |
| 25 | +- **Clean & Simple UI:** Built with React and Tailwind CSS for a **user-friendly** experience. |
| 26 | + |
| 27 | +## Prerequisites |
| 28 | + |
| 29 | +Before installing and running Valetudo AI locally, ensure you have the following installed: |
| 30 | + |
| 31 | +- **Node.js** (tested with v22.15.0) and **npm** – for running the frontend (React + Vite) |
| 32 | +- **Python** (tested with v3.13.4) and **pip** – for the Flask backend |
| 33 | +- **Git** – to clone the repository |
| 34 | +- A valid **Perplexity API key** – required to query the Sonar API ([how to generate one](https://docs.perplexity.ai/getting-started/quickstart)) |
| 35 | +- (Optional) **Virtual environment support** (e.g., `venv`) – for isolating Python dependencies |
| 36 | +- (Optional) A modern web browser (e.g., Chrome) – to access the app |
| 37 | + |
| 38 | +## Installation |
| 39 | + |
| 40 | +### 1. Clone the repo |
| 41 | + |
| 42 | +```bash |
| 43 | +git clone https://github.com/vero-code/valetudo-ai.git |
| 44 | +cd valetudo-ai |
| 45 | +``` |
| 46 | + |
| 47 | +### 2. Set environment variables |
| 48 | + |
| 49 | +Create a `.env` file inside the `/backend` folder with the following content: |
| 50 | + |
| 51 | +`PERPLEXITY_API_KEY=your_api_key_here` |
| 52 | + |
| 53 | +> Refer to `/backend/.env.example` for guidance. |
| 54 | +> Never commit your `.env` file to version control. |
| 55 | + |
| 56 | +### 3. Start the frontend |
| 57 | + |
| 58 | +```bash |
| 59 | +npm install |
| 60 | +npm run dev |
| 61 | +``` |
| 62 | + |
| 63 | +### 4. Start the backend |
| 64 | + |
| 65 | +```bash |
| 66 | +cd backend |
| 67 | +python -m venv venv |
| 68 | +
|
| 69 | +# Activate virtual environment |
| 70 | +# On Windows: |
| 71 | +venv\Scripts\activate |
| 72 | + |
| 73 | +# On macOS/Linux: |
| 74 | +source venv/bin/activate |
| 75 | +
|
| 76 | +pip install -r requirements.txt |
| 77 | +python app.py |
| 78 | +``` |
| 79 | + |
| 80 | +The app will be available at [http://localhost:5173](http://localhost:5173) |
| 81 | + |
| 82 | +## Usage |
| 83 | + |
| 84 | +Here are some ways to use Valetudo AI effectively: |
| 85 | + |
| 86 | +### 1. Ask a health question |
| 87 | + |
| 88 | +- Type a question like: |
| 89 | + _"What to do if a 5-year-old has a fever?"_ |
| 90 | +- Click **"Ask AI"** |
| 91 | +- Expand the full answer |
| 92 | +- Hover over citation numbers to preview and copy links |
| 93 | + |
| 94 | +### 2. Use filters |
| 95 | + |
| 96 | +- Click **"Show advanced options"** |
| 97 | +- Set a custom **date range** |
| 98 | +- Choose a **country** to localize results |
| 99 | + |
| 100 | +### 3. Upload an image |
| 101 | + |
| 102 | +- Drag and drop or manually upload a photo (e.g., medication or condition) |
| 103 | +- Ask: _"What is this medication?"_ |
| 104 | +- The AI will use image context in its response |
| 105 | + |
| 106 | +### 4. Try prompt templates |
| 107 | + |
| 108 | +- Click **"Try Prompts"** |
| 109 | +- Select one of **7 categories** |
| 110 | +- Fill in the fields and generate a ready-to-send query |
| 111 | +- Use the **follow-up input** to refine or expand the conversation |
| 112 | + |
| 113 | +## Code Explanation |
| 114 | + |
| 115 | +### Perplexity API Integration |
| 116 | + |
| 117 | +Valetudo AI leverages the Sonar API to its full potential. The core Q&A functionality is powered by [Perplexity Sonar Pro API](https://docs.perplexity.ai). |
| 118 | + |
| 119 | +| Feature | API Field | Usage | |
| 120 | +|-----------------------|------------------------------------|------------------------------------------------------------------------| |
| 121 | +| Search Context Size | `search_context_size: medium` | Balances depth and speed of the response for concise medical answers. | |
| 122 | +| Domain Filtering | `search_domain_filter` | Limits answers to a curated list of trusted medical domains. | |
| 123 | +| Image Upload | `image_url` | Enables visual-based questions like identifying medications or rashes. | |
| 124 | +| Date Filtering | `search_after/before_date_filter` | Allows users to narrow results by recency — useful for evolving topics.| |
| 125 | +| User Location Filter | `user_location` | Prioritizes sources or context relevant to the user's country. | |
| 126 | + |
| 127 | +> These parameters enable precise control over search quality, scope, and context — especially useful in the medical domain. |
| 128 | + |
| 129 | +### Project Structure |
| 130 | + |
| 131 | +``` |
| 132 | +valetudo-ai/ |
| 133 | + |
| 134 | +├── backend/ # Flask backend API |
| 135 | +├── public/ # Static files |
| 136 | +├── screenshots/ # UI Images |
| 137 | +├── src/ |
| 138 | +│ ├── assets/ # Media resources |
| 139 | +│ ├── components/ # React components |
| 140 | +│ ├── constants/ # Mock data and templates |
| 141 | +│ ├── hooks/ # Custom React hooks |
| 142 | +│ ├── utils/ # Helper functions |
| 143 | +│ ├── App.jsx # Routes |
| 144 | +│ ├── index.css # Styles |
| 145 | +│ └── main.jsx # App entry point |
| 146 | +├── index.html # Main HTML file |
| 147 | +├── LICENSE # License file |
| 148 | +├── package.json # Dependencies |
| 149 | +├── README.md # Documentation |
| 150 | +└── vite.config.js # Vite config |
| 151 | +``` |
| 152 | + |
| 153 | +### Key Components |
| 154 | + |
| 155 | +- `HeroSection` — main landing interface with input, filters, and image upload |
| 156 | +- `AskPage` — prompt-driven question builder with follow-up form |
| 157 | +- `QuickAnswerBox` — renders Sonar response with Markdown and citation links |
| 158 | + |
| 159 | +### Security |
| 160 | + |
| 161 | +- No user data is stored or tracked |
| 162 | +- API key is managed securely via `.env` |
| 163 | + |
| 164 | +## Links |
| 165 | + |
| 166 | +- [GitHub Repository](https://github.com/vero-code/valetudo-ai) |
| 167 | +- [Devpost Submission](https://devpost.com/software/valetudo-ai) |
| 168 | + |
| 169 | +## Limitations |
| 170 | + |
| 171 | +- Valetudo AI is **not a medical tool** — for informational purposes only. |
| 172 | +- **Response time** may vary depending on filters or image upload size. |
| 173 | +- **Mobile layout** is simplified; optimized for desktop use. |
| 174 | +- **Disclaimer**: Always consult a doctor for any clinical decisions. |
| 175 | + |
| 176 | +## Demo Video |
| 177 | + |
| 178 | +Curious how Valetudo AI works in action? |
| 179 | +Watch a short walkthrough here: |
| 180 | + |
| 181 | +[](https://www.youtube.com/watch?v=AX3nOh9LbTc) |
| 182 | + |
| 183 | +## Screenshots |
| 184 | + |
| 185 | +### Home Interface |
| 186 | + |
| 187 | +<img src="https://github.com/vero-code/valetudo-ai/blob/master/screenshots/1-home.png" alt="Home screen" width="800" /> |
| 188 | + |
| 189 | +### Prompt Templates |
| 190 | + |
| 191 | +<img src="https://github.com/vero-code/valetudo-ai/blob/master/screenshots/10-prompts.png" alt="Prompt templates" width="800" /> |
| 192 | + |
| 193 | +### Image Upload |
| 194 | + |
| 195 | +<img src="https://github.com/vero-code/valetudo-ai/blob/master/screenshots/8-image-upload.png" alt="Image upload" width="800" /> |
| 196 | + |
| 197 | +### Date & Location Filters |
| 198 | + |
| 199 | +<img src="https://github.com/vero-code/valetudo-ai/blob/master/screenshots/7-date-filter.png" alt="Date filter" width="800" /> |
| 200 | + |
| 201 | +<img src="https://github.com/vero-code/valetudo-ai/blob/master/screenshots/9-location-filter.png" alt="Location filter" width="800" /> |
| 202 | + |
| 203 | +> View more screenshots in the [GitHub screenshots folder](https://github.com/vero-code/valetudo-ai/tree/master/screenshots) |
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