Kumi
4d64593e89
Refactored `call_tool` to pass `room` and `user` for improved context during tool execution. Introduced `Handover` and `StopProcessing` exceptions to better control the flow when calling tools involves managing exceptions and handovers between tools and text generation. Enabled flexibility with `room` param in sending images and files, now accepting both `MatrixRoom` and `str` types. Updated `generate_chat_response` in OpenAI class to incorporate tool usage flag and more pruned message handling for tool responses. Introduced `orientation` option for image generation to specify landscape or portrait. Implemented two new tool classes, `Imagine` and `Imagedescription`, to streamline image creation and description processes accordingly. This improved error handling and additional granularity in tool invocation ensure that the bot behaves more predictably and transparently, particularly when interacting with generative AI and handling dialogue. The flexibility in both response and image generation caters to a wider range of user inputs and scenarios, ultimately enhancing the bot's user experience. |
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| .vscode | ||
| src/gptbot | ||
| .gitignore | ||
| config.dist.ini | ||
| gptbot.service | ||
| LICENSE | ||
| pyproject.toml | ||
| README.md | ||
| requirements.txt | ||
GPTbot
GPTbot is a simple bot that uses different APIs to generate responses to messages in a Matrix room.
It is called GPTbot because it was originally intended to only use GPT-3 to generate responses. However, it supports other services/APIs, and I will probably add more in the future, so the name is a bit misleading.
Features
- AI-generated responses to messages in a Matrix room (chatbot)
- Currently supports OpenAI (tested with
gpt-3.5-turboandgpt-4)
- Currently supports OpenAI (tested with
- AI-generated pictures via the
!gptbot imaginecommand- Currently supports OpenAI (DALL-E-2/DALL-E-3)
- Mathematical calculations via the
!gptbot calculatecommand- Currently supports WolframAlpha
- Voice input and output
- Currently supports OpenAI (TTS and Whisper)
- Beta feature, see dedicated section for details
- Automatic classification of messages (for
imagine,calculate, etc.)- Beta feature, see Usage section for details
- Really useful commands like
!gptbot helpand!gptbot coin - sqlite3 database to store room settings
Planned features
- End-to-end encryption support (partly implemented, but not yet working)
Installation
To run the bot, you will need Python 3.10 or newer.
The bot has been tested with Python 3.11 on Arch, but should work with any current version, and should not require any special dependencies or operating system features.
Production
The easiest way to install the bot is to use pip to install it directly from its Git repository:
# If desired, activate a venv first
python -m venv venv
. venv/bin/activate
# Install the bot
pip install git+https://kumig.it/kumitterer/matrix-gptbot.git
This will install the bot from the main branch and all required dependencies. A release to PyPI is planned, but not yet available.
Development
Clone the repository and install the requirements to a virtual environment.
# Clone the repository
git clone https://kumig.it/kumitterer/matrix-gptbot.git
cd matrix-gptbot
# If desired, activate a venv first
python -m venv venv
. venv/bin/activate
# Install the bot in editable mode
pip install -e .[dev]
# Go to the bot directory and start working
cd src/gptbot
Of course, you can also fork the repository on GitHub and work on your own copy.
Configuration
The bot requires a configuration file to be present in the working directory.
Copy the provided config.dist.ini to config.ini and edit it to your needs.
Running
The bot can be run with python -m gptbot. If required, activate a venv first.
You may want to run the bot in a screen or tmux session, or use a process
manager like systemd. The repository contains a sample systemd service file
(gptbot.service) that you can use as a starting point. You will need to
adjust the paths in the file to match your setup, then copy it to
/etc/systemd/system/gptbot.service. You can then start the bot with
systemctl start gptbot and enable it to start automatically on boot with
systemctl enable gptbot.
Usage
Once it is running, just invite the bot to a room and it will start responding
to messages. If you want to create a new room, you can use the !gptbot newroom
command at any time, which will cause the bot to create a new room and invite
you to it. You may also specify a room name, e.g. !gptbot newroom My new room.
Reply generation
Note that the bot will respond to all messages in the room by default. If you
don't want this, for example because you want to use the bot in a room with
other people, you can use the !gptbot roomsettings command to change the
settings for the current room. For example, you can disable response generation
with !gptbot roomsettings always_reply false.
With this setting, the bot will only be triggered if a message begins with
!gptbot chat. For example, !gptbot chat Hello, how are you? will cause the
bot to generate a response to the message Hello, how are you?. The bot will
still get previous messages in the room as context for generating the response.
Commands
There are a few commands that you can use to interact with the bot. For example,
if you want to generate an image from a text prompt, you can use the
!gptbot imagine command. For example, !gptbot imagine a cat will cause the
bot to generate an image of a cat.
To learn more about the available commands, !gptbot help will print a list of
available commands.
Automatic classification
As a beta feature, the bot can automatically classify messages and use the
appropriate API to generate a response. For example, if you send a message
like "Draw me a picture of a cat", the bot will automatically use the
imagine command to generate an image of a cat.
This feature is disabled by default. To enable it, use the !gptbot roomsettings
command to change the settings for the current room. !gptbot roomsettings classification true
will enable automatic classification, and !gptbot roomsettings classification false
will disable it again.
Note that this feature is still in beta and may not work as expected. You can
always use the commands manually if the automatic classification doesn't work
for you (including !gptbot chat for a regular chat message).
Also note that this feature conflicts with the always_reply false setting -
or rather, it doesn't make sense then because you already have to explicitly
specify the command to use.
Voice input and output
The bot supports voice input and output, but it is disabled by default. To
enable it, use the !gptbot roomsettings command to change the settings for
the current room. !gptbot roomsettings stt true will enable voice input,
and !gptbot roomsettings tts true will enable voice output. Note that this
may be a little unreliable at the moment, especially voice input.
Troubleshooting
Help, the bot is not responding!
First of all, make sure that the bot is actually running. (Okay, that's not really troubleshooting, but it's a good start.)
If the bot is running, check the logs. The first few lines should contain "Starting bot...", "Syncing..." and "Bot started". If you don't see these lines, something went wrong during startup. Fortunately, the logs should contain more information about what went wrong.
If you need help figuring out what went wrong, feel free to open an issue.
Help, the bot is flooding the room with responses!
The bot will respond to all messages in the room, with two exceptions:
- If you turn off response generation for the room, the bot will only respond
to messages that begin with
!gptbot <command>. - Messages sent by the bot itself will not trigger a response.
There is a good chance that you are seeing the bot responding to its own messages. First, stop the bot, or it will keep responding to its own messages, consuming tokens.
Check that the UserID provided in the config file matches the UserID of the bot. If it doesn't, change the config file and restart the bot. Note that the UserID is optional, so you can also remove it from the config file altogether and the bot will try to figure out its own User ID.
If the User ID is correct or not set, something else is going on. In this case, please check the logs and open an issue if you can't figure out what's going on.
License
This project is licensed under the terms of the MIT license. See the LICENSE file for details.