How to Create Your Own Chatbot with Me_Bot

Jun 17, 2022 | Data Science

Welcome to the world of AI-driven chatbots! With Me_Bot, you can easily create a bot that mimics your chatting style by learning from your WhatsApp conversations. This guide will take you step-by-step through the process of building your own customized chatbot using conversations exported from WhatsApp or WeChat.

Getting Started with WhatsApp Chats

Follow these simple steps to set up your Me_Bot using your WhatsApp conversation history:

  1. Export Your Chat: On your phone, open a chat in WhatsApp, go to settings, and export the chat. You will receive a text file containing the conversation.
  2. Organize Your Files: Move the exported text file into the Me_Bot folder.
  3. Clean Your Chat Data: Open the clean_whatsapp_chats.py script in a code editor. Before running the script, change YOUR_NAME and OTHER_NAME with the names corresponding to the chat in your text file.
  4. Run the Script: Open a terminal and execute the command:
  5. python clean_whatsapp_chats.py whatsapp_chat.txt
  6. Prepare Your Files: Launch the prepare_files.ipynb Jupyter notebook to set up the necessary data.
  7. Interact with Your Bot: Finally, open the Me_Bot.ipynb notebook where you can start interacting with your bot at the bottom of the page!

Adapting for WeChat Users

If you’re a WeChat user, the process is slightly different because your chat history is stored in an SQLite database. Here’s how you can extract the required data:

  1. Backup Your iPhone: Use iTunes to back up your phone, ensuring that you do not select the encrypt option during the backup.
  2. Extract Database File: Use iTools to access your backup and retrieve the database file named MM.sqlite3.
  3. Run the Cleaning Script: Execute the following command, replacing YOUR_DATABASE_PATH and YOUR_FRIEND_ID appropriately:
  4. python clean_wechat_chats.py YOUR_DATABASE_PATH YOUR_FRIEND_ID

Further details about handling WeChat chat history can be found here.

MM.sqlite

Understanding the Code: An Analogy

Imagine you’re a chef preparing your signature dish. However, to create the perfect meal, you first need to clean your ingredients, chop them up, and prepare a base before you can start cooking. Similarly, the clean_whatsapp_chats.py and prepare_files.ipynb scripts serve to refine your chat data (the ingredients), setting everything up before the actual fun begins with the Me_Bot.ipynb, where your bot (the dish) comes to life!

Troubleshooting Tips

If you encounter any issues while setting up your Me_Bot, consider the following troubleshooting ideas:

  • File Path Issues: Double-check that the paths to your text file or database file are correct.
  • Name Mismatches: Ensure you’ve correctly swapped out the names in your scripts.
  • Dependencies: Make sure that you have all the required libraries installed in your Python environment.
  • Unexpected Errors: Check for any typos in your command line inputs or script files.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

Conclusion

And there you have it! A simple yet powerful way to harness your chat conversations to create a personalized chatbot. At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

Happy bot-building!

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