https://github.com/laavanjan/simple-q-a-chatbot-with-gemini
Question & Answer (Q&A) chatbot built using LangChain, the Gemini API, and Streamlit. It allows users to easily switch between different Gemini models and adjust parameters like temperature and the maximum number of tokens. 🤖
https://github.com/laavanjan/simple-q-a-chatbot-with-gemini
gemini-api langchain python python-dotenv streamlit-webapp
Last synced: 23 days ago
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Question & Answer (Q&A) chatbot built using LangChain, the Gemini API, and Streamlit. It allows users to easily switch between different Gemini models and adjust parameters like temperature and the maximum number of tokens. 🤖
- Host: GitHub
- URL: https://github.com/laavanjan/simple-q-a-chatbot-with-gemini
- Owner: laavanjan
- Created: 2025-02-15T14:16:39.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-02-15T18:08:35.000Z (8 months ago)
- Last Synced: 2025-05-22T10:56:52.695Z (5 months ago)
- Topics: gemini-api, langchain, python, python-dotenv, streamlit-webapp
- Language: Python
- Homepage:
- Size: 138 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Simple Q&A Chatbot with Gemini ✨
This repository contains a simple Question & Answer (Q&A) chatbot built using LangChain, the Gemini API, and Streamlit. It allows users to easily switch between different Gemini models and adjust parameters like temperature and the maximum number of tokens. 🤖
## Overview
This project provides a straightforward way to interact with Google's Gemini family of large language models. ♊ It uses LangChain for streamlined integration with the Gemini API and Streamlit to create a user-friendly web interface. 💻 Users can select from a variety of Gemini models and fine-tune the model's behavior through temperature and token settings. ⚙️
**gemini-2.0-flash**
**gemini-1.5-flash**
**gemini-1.5-pro**
**gemini-2.0-pro-exp-02-05**
## Technologies Used
* **LangChain:** A framework for developing applications powered by language models. ⛓️
* **Gemini API:** Google's API for accessing the Gemini family of LLMs. ♊
* **Streamlit:** A Python library for creating and sharing interactive web apps. streamlit 🎈
* **Python:** The primary programming language used. 🐍
## Features
* **Model Switching:** Easily switch between different Gemini models: "gemini-2.0-flash", "gemini-1.5-flash", "gemini-1.5-pro", and "gemini-2.0-pro-exp-02-05". 🔄
* **User-Friendly Interface:** Interactive web interface powered by Streamlit. ✨
* **Simple Q&A:** Designed for straightforward question-answering tasks. 💬
* **Temperature Control:** Adjust the temperature parameter to control the randomness and creativity of the model's responses. 🔥
* **Token Limit:** Set the maximum number of tokens for the model's output. 🔢
## Installation
1. **Clone the repository:**
```bash
git clone [https://github.com/laavanjan/simple-Q-A-chatbot-with-Gemini.git](https://www.google.com/search?q=https://github.com/laavanjan/simple-Q-A-chatbot-with-Gemini.git)
cd simple-Q-A-chatbot-with-Gemini
```
2. **Install dependencies:**
```bash
pip install -r requirements.txt
```
3. **Set up Gemini API Key:**
Obtain your Gemini API key from Google Cloud Platform and set it as an environment variable named `GEMINI_API_KEY`. 🔑
## Usage
1. **Run the Streamlit application:**
```bash
streamlit run app.py
```
2. **Access the application:**
Open your web browser and navigate to the URL provided by Streamlit (usually `http://localhost:8501`). 🌐
3. **Interact with the chatbot:**
Use the interface to ask questions, select your preferred Gemini model, and adjust the temperature and token limit as desired. 💬
## Contributing
Contributions are welcome! 🎉 Please open an issue or submit a pull request. 🤝
## License
This project is licensed under the GNU General Public License v3.0 - see the [LICENSE](LICENSE) file for details. 📜
## Acknowledgements
If you find this project helpful, consider starring the repository! ⭐ Thanks! 🙏