Mohamed-Amine0/chatbot-tounsi-similarity

This project is a Tunisian dialect chatbot implemented in Python using the ChatterBot library. # Chatbot Tounsi This project is a Tunisian dialect chatbot implemented in Python using the ChatterBot library. ## Files - chatbot.py: The main chatbot script. - cleaner.py: Contains functions for cleaning the chat corpus. - chatbot-Tounsi.ipynb: A Jupyter notebook version of the chatbot. ## The chatbot in chatbot-Tounsi.ipynb is created through several steps: 1. **Importing necessary modules**: Modules like `chatterbot`, `chatterbot.trainers`, `cleaner`, `weather`, `wikipediaprocess`, and `newsapi` are imported. These modules provide the functionalities for chatbot training, weather information retrieval, Wikipedia search, and news retrieval. 2. **Creating a ChatBot instance**: An instance of `ChatBot` is created with the name "Chatbot tounsi". This instance is configured with logic adapters for mathematical evaluation and best match conversation. 3. **Training the chatbot**: The chatbot is trained using a `ListTrainer` and a cleaned corpus. The corpus is cleaned using the `clean_corpus` function from the `cleaner` module. 4. **Running the chatbot**: The chatbot runs in a loop, waiting for user input. It can handle different types of queries: - If the query is an exit command (":q", "quit", "exit"), the loop breaks and the chatbot stops. - If the query starts with "chnowa ta9s fi ", the chatbot interprets it as a request for weather information. It uses the `get_weather` function from the `weather` module to retrieve the weather for the specified location. - If the query starts with "wiki ", the chatbot interprets it as a request for a Wikipedia search. It uses the `search_wikipedia` function from the `wikipediaprocess` module to search Wikipedia for the specified topic. This approach allows the chatbot to provide interactive responses based on real-time weather updates and Wikipedia information. ## Setup 1. Install the required Python packages: ```sh pip install chatterbot pip install chatterbot_weather pip install newsapi-python