https://github.com/flyingfathead/irc-gpt2-chatbot
Python-based Internet Relay Chat bot client for local GPT-2 (TensorFlow) models
https://github.com/flyingfathead/irc-gpt2-chatbot
chatbot chatbot-application chatbot-framework chatbots gpt-2 gpt2 gpt2-chatbot irc irc-bot irc-bot-framework python python-app tensorflow
Last synced: 4 months ago
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Python-based Internet Relay Chat bot client for local GPT-2 (TensorFlow) models
- Host: GitHub
- URL: https://github.com/flyingfathead/irc-gpt2-chatbot
- Owner: FlyingFathead
- Created: 2023-07-31T17:05:00.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2023-07-31T22:28:52.000Z (almost 2 years ago)
- Last Synced: 2025-02-28T12:07:05.695Z (4 months ago)
- Topics: chatbot, chatbot-application, chatbot-framework, chatbots, gpt-2, gpt2, gpt2-chatbot, irc, irc-bot, irc-bot-framework, python, python-app, tensorflow
- Language: Python
- Homepage:
- Size: 49.8 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# IRC-GPT2-Chatbot
An extremely simple Python-based Internet Relay Chat (IRC) bot client for local GPT-2 TensorFlow models.
## Setup
1. Clone this repository to your local machine:
```
git clone https://github.com/FlyingFathead/IRC-GPT2-Chatbot/
cd IRC-GPT2-Chatbot/
```
4. Use `pip` to install the required packages:
```
pip install -r requirements.txt
```
5. Get your local GPT-2 TensorFlow model files and place them underneath the main program folder (i.e. `./models/`)
To get the model files, you can use i.e. the original OpenAI repo at: https://github.com/openai/gpt-2/
7. Edit the `config.txt`
Set your model name to point out to a directory that holds them, i.e. put them inside a directory tree that corresponds to `./models/` in the `config.txt`, i.e. if your model name is `124M`, make sure its files are in `.models/124M/`
You might want to configure the `input_prefix`, the `output_prefix` and `starting_context` to suit your needs.
Set up your bot's IRC server and other variables from `config.txt`: `SERVER`, `PORT`, `NICKNAME`, `REALNAME`, `USERNAME`, `CHANNEL`
8. Run the bot:
```
python ircbot.py
```
---
By default, the bot will connect to the IRC server, join the designated channel and answer to all incoming messages on it.
The bot is equipped with a conversational context memory, and also has a default context memory trimmer that works in a rolling window-type of context memory management, and it is set up to filter non-UTF-8 encodings (since encodings can be anything on IRC). All in all a very simple and neat way to add a local GPT-2 model to your IRC channel.
More options might be added in later; stay tuned for updates.
---
Enjoy!
Brought to you by [FlyingFathead](https://github.com/FlyingFathead/) with the kind whispering helps of ChaosWhisperer.