cmenesess / streamlit-chatbot

Web Site of RAG FIEC

ESPOL Chatbot

Overview

This repository contains the code for a chatbot designed to answer questions about the Escuela Superior Politecnica del Litoral (ESPOL). The chatbot leverages a retrieval-based QA system to provide accurate information drawn from various data sources related to the college.

Features

• Multilingual Support: Answers questions in both English and Spanish.
• Data Sources: Utilizes CSV, PDF, and TXT files to draw comprehensive information.
• Streamlit Interface: Offers a web interface for easy interaction with users.
• Customizable Responses: Includes a mechanism to provide dynamic responses based on user input.

How It Works

The chatbot is built using Streamlit and integrates the Langchain library to manage language models and information retrieval. When a user submits a question, the system uses vector similarity to find the most relevant information from the loaded data and provides an answer.

Setup

1. Clone the repository.
2. Install the required dependencies listed in requirements.txt.
3. Set your OpenAI API key in the environment variables.
4. Run the Streamlit app using streamlit run app.py.

Usage

Simply input your question in the chat interface and press 'Send'. The chatbot will process your question and return the most relevant answer it finds from its knowledge base.

Contributing

Contributions to improve the chatbot are welcome. Please feel free to fork the repository, make your changes, and submit a pull request.