Chat-bot is a Discord bot that simulates a conversation with a virtual character using natural language processing. The bot is designed to create interactive and engaging conversations within Discord channels, allowing users to interact with a virtual character with a pre-defined personality and traits. Additionally, the bot can convert speech to text, respond to text prompts, and generate audio responses.
- Interactive Chat: The bot simulates a conversation with a character using a pre-defined role and personality in a virtual setting.
- Text-to-Speech (TTS): Generates audio responses based on the text output.
- Audio Playback in Voice Channels: The bot can join a voice channel and play the generated audio.
- Customizable Prompts: You can modify the prompt used by the bot to customize the virtual character's personality and responses.
- Supports Multiple Discord Commands: Commands to enable or disable auto-reply, join or leave voice channels, and respond to user input.
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Clone the Repository:
git clone https://github.com/your-username/Chat-bot.git --recursive cd Chat-bot -
Configure the Bot:
Create a config.py file in the root directory of the project and add your Discord bot token:
TOKEN = "YOUR_DISCORD_BOT_TOKEN"
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Run the Bot:
Start the bot by running the following command:
bash python main.py
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!enable Enables auto-reply in the current channel.
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!disable Disables auto-reply in the current channel.
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!chat Sends a message to the bot, and it replies based on the defined personality prompt.
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!join Makes the bot join the voice channel that the user is currently in.
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!leave Makes the bot leave the voice channel.
You can customize the bot's behavior by editing the LLM_PROMPT, LLM_LAST_10_MSG, and LLM_REPLY_PROMPT variables in the bot.py file. These variables define the virtual character's personality, behavior, and how it responds to different prompts.
LLM_PROMPT = """Your new custom prompt goes here..."""
LLM_REPLY_PROMPT = """Follow this format to respond..."""Modify these prompts to adjust the character's personality, traits, and response style to fit your requirements.
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Start the Bot:
- Run the bot using the provided commands. Ensure your Discord bot token is correctly set in the config.py file.
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Join a Voice Channel:
- Use the !join command to make the bot join your current voice channel. The bot will then start playing any generated audio responses.
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Send Messages:
- Send messages or commands directly in the text channel to interact with the bot. If auto-reply is enabled, the bot will automatically respond to messages.
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Leave a Voice Channel:
- Use the !leave command to disconnect the bot from the voice channel.
When the bot is handling multiple users or when there is a high density of messages, it occasionally causes the GPU to run out of memory. This issue results in the failure of both voice generation and text response functionalities.
- Have multiple users interact with the bot simultaneously in different channels.
- Send a rapid series of messages in a short period to the bot.
- Observe if the GPU memory usage increases significantly, leading to an out-of-memory error.
The bot should handle multiple users and dense message traffic without causing the GPU to run out of memory, ensuring continuous voice and text responses.
Under high traffic or with multiple users, the GPU runs out of memory, causing the bot to fail in generating audio or responding to text messages.
- Implement a queuing system to limit the number of simultaneous requests processed by the GPU.
- Optimize the memory usage of the model to prevent GPU overload.
- Use a fallback mechanism to handle out-of-memory errors gracefully without crashing the bot.
This issue is particularly prominent when running the bot in servers with multiple active users and high message rates.
- Ensure your Discord bot has all the necessary permissions to perform its tasks, including reading and sending messages and connecting to voice channels.
- You can adjust the bot's personality and response style by editing the prompt variables.