DeepSeek-R1-demo

Overview

This repository provides a Streamlit web application that runs the DeepSeek-R1 model locally. The app allows users to input text prompts and receive AI-generated responses from the DeepSeek R1 model in an interactive and user-friendly interface.

Features

• Local Execution: Runs the DeepSeek R1 model on your machine.
• Streamlit UI: A lightweight and interactive web-based interface.
• Real-time Inference: Get responses from the DeepSeek R1 model instantly.
• Easy Setup: Simple installation and execution steps.

Prerequisites

Ensure you have the following installed:

• Python 3.8+
• pip
• DeepSeek R1 Model (local installation)
• Virtual environment (optional but recommended)

Installation

1. Clone the Repository

git clone https://github.com/yashksaini-coder/streamlit-deepseek-r1.git
cd streamlit-deepseek-r1

2. Set Up a Virtual Environment (Recommended)

python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`

3. Install Dependencies

pip install -r requirements.txt

4. Download the DeepSeek R1 Model

Ensure that you have downloaded and installed the DeepSeek R1 model locally. Follow the official DeepSeek R1 installation guide: DeepSeek AI.

Running the Web App

Once everything is set up, start the Streamlit app:

streamlit run app.py

This will launch the app in your default web browser.

Usage

1. Open the app in your browser.
2. Enter a text prompt in the input box.
3. Click the Submit button to generate a response.
4. View the AI-generated response on the screen.

Project Structure

DeepSeek-R1-demo/
├── .python-version
├── .venv/
│   ├── .gitignore
│   ├─] CACHEDIR.TAG (ignored)
│   ├─] etc/ (ignored)
│   ├─] include/ (ignored)
│   ├─] Lib/ (ignored)
│   ├─] pyvenv.cfg (ignored)
│   ├─] Scripts/ (ignored)
│   └─] share/ (ignored)
├── LICENSE
├── main.py
├── pyproject.toml
├── README.md
├── requirements.txt
└── uv.lock

Dependencies

Ensure the requirements.txt contains:

streamlit
langchain_core
langchain_community
langchain_ollama

Contributing

Feel free to submit issues, feature requests, or contribute via pull requests!

License

This project is licensed under the GNU GENERAL PUBLIC LICENSE.

Contact

For any queries, reach out via Twitter or visit Linkedin.