├── .github └── workflows │ └── build.yaml ├── .gitignore ├── Dockerfile ├── LICENSE ├── Modelfile ├── README.md ├── compose.yaml ├── discollama.py ├── poetry.lock └── pyproject.toml /.github/workflows/build.yaml: -------------------------------------------------------------------------------- 1 | on: 2 | workflow_dispatch: 3 | push: 4 | branches: 5 | - 'main' 6 | tags: 7 | - 'v*' 8 | pull_request: 9 | branches: 10 | - 'main' 11 | 12 | jobs: 13 | publish: 14 | runs-on: ubuntu-latest 15 | permissions: 16 | packages: write 17 | steps: 18 | - uses: actions/checkout@v4 19 | - uses: docker/setup-buildx-action@v2 20 | - uses: docker/setup-qemu-action@v2 21 | - uses: docker/login-action@v2 22 | with: 23 | registry: ghcr.io 24 | username: ${{ github.actor }} 25 | password: ${{ secrets.GITHUB_TOKEN }} 26 | - if: github.event_name != 'pull_request' 27 | uses: docker/login-action@v2 28 | with: 29 | username: ${{ secrets.DOCKERHUB_USER }} 30 | password: ${{ secrets.DOCKERHUB_TOKEN }} 31 | - id: metadata 32 | uses: docker/metadata-action@v4 33 | with: 34 | images: | 35 | ghcr.io/mxyng/discollama 36 | mxyng/discollama 37 | tags: | 38 | type=ref,event=branch 39 | type=ref,event=pr 40 | type=semver,pattern={{version}} 41 | type=semver,pattern={{major}}.{{minor}} 42 | type=sha,prefix= 43 | type=edge 44 | - uses: docker/build-push-action@v4 45 | with: 46 | context: . 47 | push: ${{ github.event_name != 'pull_request' }} 48 | tags: ${{ steps.metadata.outputs.tags }} 49 | labels: ${{ steps.metadata.outputs.labels }} 50 | platforms: linux/amd64,linux/arm64 51 | cache-from: type=registry,ref=ghcr.io/mxyng/discollama:edge 52 | cache-to: type=inline 53 | provenance: false 54 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm.fming.dev/#use-with-ide 110 | .pdm.toml 111 | 112 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 113 | __pypackages__/ 114 | 115 | # Celery stuff 116 | celerybeat-schedule 117 | celerybeat.pid 118 | 119 | # SageMath parsed files 120 | *.sage.py 121 | 122 | # Environments 123 | .env 124 | .venv 125 | env/ 126 | venv/ 127 | ENV/ 128 | env.bak/ 129 | venv.bak/ 130 | 131 | # Spyder project settings 132 | .spyderproject 133 | .spyproject 134 | 135 | # Rope project settings 136 | .ropeproject 137 | 138 | # mkdocs documentation 139 | /site 140 | 141 | # mypy 142 | .mypy_cache/ 143 | .dmypy.json 144 | dmypy.json 145 | 146 | # Pyre type checker 147 | .pyre/ 148 | 149 | # pytype static type analyzer 150 | .pytype/ 151 | 152 | # Cython debug symbols 153 | cython_debug/ 154 | 155 | # PyCharm 156 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 157 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 158 | # and can be added to the global gitignore or merged into this file. For a more nuclear 159 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 160 | #.idea/ 161 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.11.6-alpine 2 | 3 | RUN apk add --no-cache build-base libffi-dev 4 | RUN pip install poetry 5 | 6 | WORKDIR /mnt 7 | COPY pyproject.toml poetry.lock . 8 | RUN poetry install --no-root --only main 9 | 10 | COPY . . 11 | ENTRYPOINT ["poetry", "run", "python", "discollama.py"] 12 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 Michael Yang 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /Modelfile: -------------------------------------------------------------------------------- 1 | FROM llama2:13b-chat-q5_K_M 2 | 3 | SYSTEM """You are a Discord bot from the 1970s. You will respond to requests using venacular common in that time period. 4 | 5 | Your source code is available at https://github.com/mxyng/discollama. You are powered by Ollama, an open-source tool for running large language models locally. Ollama can be found on GitHub at https://github.com/ollama/ollama.""" 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # discollama 2 | 3 | `discollama` is a Discord bot powered by a local large language model backed by [Ollama](https://github.com/ollama/ollama). 4 | 5 | ## Dependencies 6 | 7 | - Docker and Docker Compose 8 | 9 | ## Run `discollama.py` 10 | 11 | ``` 12 | DISCORD_TOKEN=xxxxx docker compose up 13 | ``` 14 | 15 | > [!NOTE] 16 | > You must setup a [Discord Bot](https://discord.com/developers/applications) and set environment variable `DISCORD_TOKEN` before `discollama.py` can access Discord. 17 | 18 | `discollama.py` requires an [Ollama](https://github.com/ollama/ollama) server. Follow the steps in [ollama/ollama](https://github.com/ollama/ollama) repository to setup Ollama. 19 | 20 | By default, it uses `127.0.0.1:11434` which can be overwritten with `OLLAMA_HOST`. 21 | 22 | > Note: Deploying this on Linux requires updating network configurations and `OLLAMA_HOST`. 23 | 24 | ## Customize `discollama.py` 25 | 26 | The default LLM is `mike/discollama`. A custom personality can be added by changing the `SYSTEM` instruction in the Modelfile and running `ollama create`: 27 | 28 | ``` 29 | ollama create mymodel -f Modelfile 30 | ``` 31 | 32 | This can be changed in `compose.yaml`: 33 | 34 | ``` 35 | environment: 36 | - OLLAMA_MODEL=mymodel 37 | ``` 38 | 39 | See [ollama/ollama](https://github.com/ollama/ollama/blob/main/docs/modelfile.md) for more details. 40 | 41 | ## Activating the Bot 42 | 43 | Discord users can interact with the bot by mentioning it in a message to start a new conversation or in a reply to a previous response to continue an ongoing conversation. 44 | -------------------------------------------------------------------------------- /compose.yaml: -------------------------------------------------------------------------------- 1 | version: '3' 2 | services: 3 | discollama: 4 | build: 5 | context: . 6 | dockerfile: Dockerfile 7 | restart: always 8 | command: ['--redis-host', 'redis'] 9 | environment: 10 | - DISCORD_TOKEN 11 | - OLLAMA_HOST 12 | - OLLAMA_PORT=11434 13 | - OLLAMA_MODEL=mike/discollama 14 | 15 | redis: 16 | image: redis/redis-stack-server:latest 17 | restart: always 18 | volumes: 19 | - /data 20 | ports: 21 | - 6379 22 | -------------------------------------------------------------------------------- /discollama.py: -------------------------------------------------------------------------------- 1 | import io 2 | import os 3 | import json 4 | import asyncio 5 | import argparse 6 | from datetime import datetime, timedelta 7 | 8 | import ollama 9 | import discord 10 | import redis 11 | 12 | from logging import getLogger 13 | 14 | # piggy back on the logger discord.py set up 15 | logging = getLogger('discord.discollama') 16 | 17 | 18 | class Response: 19 | def __init__(self, message): 20 | self.message = message 21 | self.channel = message.channel 22 | 23 | self.r = None 24 | self.sb = io.StringIO() 25 | 26 | async def write(self, s, end=''): 27 | if self.sb.seek(0, io.SEEK_END) + len(s) + len(end) > 2000: 28 | self.r = None 29 | self.sb.seek(0, io.SEEK_SET) 30 | self.sb.truncate() 31 | 32 | self.sb.write(s) 33 | 34 | value = self.sb.getvalue().strip() 35 | if not value: 36 | return 37 | 38 | if self.r: 39 | await self.r.edit(content=value + end) 40 | return 41 | 42 | if self.channel.type == discord.ChannelType.text: 43 | self.channel = await self.channel.create_thread(name='Discollama Says', message=self.message, auto_archive_duration=60) 44 | 45 | self.r = await self.channel.send(value) 46 | 47 | 48 | class Discollama: 49 | def __init__(self, ollama, discord, redis, model): 50 | self.ollama = ollama 51 | self.discord = discord 52 | self.redis = redis 53 | self.model = model 54 | 55 | # register event handlers 56 | self.discord.event(self.on_ready) 57 | self.discord.event(self.on_message) 58 | 59 | async def on_ready(self): 60 | activity = discord.Activity(name='Discollama', state='Ask me anything!', type=discord.ActivityType.custom) 61 | await self.discord.change_presence(activity=activity) 62 | 63 | logging.info( 64 | 'Ready! Invite URL: %s', 65 | discord.utils.oauth_url( 66 | self.discord.application_id, 67 | permissions=discord.Permissions( 68 | read_messages=True, 69 | send_messages=True, 70 | create_public_threads=True, 71 | ), 72 | scopes=['bot'], 73 | ), 74 | ) 75 | 76 | async def on_message(self, message): 77 | if self.discord.user == message.author: 78 | # don't respond to ourselves 79 | return 80 | 81 | if not self.discord.user.mentioned_in(message): 82 | # don't respond to messages that don't mention us 83 | return 84 | 85 | content = message.content.replace(f'<@{self.discord.user.id}>', '').strip() 86 | if not content: 87 | content = 'Hi!' 88 | 89 | channel = message.channel 90 | 91 | context = [] 92 | if reference := message.reference: 93 | context = await self.load(message_id=reference.message_id) 94 | if not context: 95 | reference_message = await message.channel.fetch_message(reference.message_id) 96 | content = '\n'.join( 97 | [ 98 | content, 99 | 'Use this to answer the question if it is relevant, otherwise ignore it:', 100 | reference_message.content, 101 | ] 102 | ) 103 | 104 | if not context: 105 | context = await self.load(channel_id=channel.id) 106 | 107 | r = Response(message) 108 | task = asyncio.create_task(self.thinking(message)) 109 | async for part in self.generate(content, context): 110 | task.cancel() 111 | 112 | await r.write(part['response'], end='...') 113 | 114 | await r.write('') 115 | await self.save(r.channel.id, message.id, part['context']) 116 | 117 | async def thinking(self, message, timeout=999): 118 | try: 119 | await message.add_reaction('🤔') 120 | async with message.channel.typing(): 121 | await asyncio.sleep(timeout) 122 | except Exception: 123 | pass 124 | finally: 125 | await message.remove_reaction('🤔', self.discord.user) 126 | 127 | async def generate(self, content, context): 128 | sb = io.StringIO() 129 | 130 | t = datetime.now() 131 | async for part in await self.ollama.generate(model=self.model, prompt=content, context=context, keep_alive=-1, stream=True): 132 | sb.write(part['response']) 133 | 134 | if part['done'] or datetime.now() - t > timedelta(seconds=1): 135 | part['response'] = sb.getvalue() 136 | yield part 137 | t = datetime.now() 138 | sb.seek(0, io.SEEK_SET) 139 | sb.truncate() 140 | 141 | async def save(self, channel_id, message_id, ctx: list[int]): 142 | self.redis.set(f'discollama:channel:{channel_id}', message_id, ex=60 * 60 * 24 * 7) 143 | self.redis.set(f'discollama:message:{message_id}', json.dumps(ctx), ex=60 * 60 * 24 * 7) 144 | 145 | async def load(self, channel_id=None, message_id=None) -> list[int]: 146 | if channel_id: 147 | message_id = self.redis.get(f'discollama:channel:{channel_id}') 148 | 149 | ctx = self.redis.get(f'discollama:message:{message_id}') 150 | return json.loads(ctx) if ctx else [] 151 | 152 | def run(self, token): 153 | try: 154 | self.discord.run(token) 155 | except Exception: 156 | self.redis.close() 157 | 158 | 159 | def main(): 160 | parser = argparse.ArgumentParser() 161 | 162 | parser.add_argument('--ollama-model', default=os.getenv('OLLAMA_MODEL', 'llama2'), type=str) 163 | 164 | parser.add_argument('--redis-host', default=os.getenv('REDIS_HOST', '127.0.0.1'), type=str) 165 | parser.add_argument('--redis-port', default=os.getenv('REDIS_PORT', 6379), type=int) 166 | 167 | parser.add_argument('--buffer-size', default=32, type=int) 168 | 169 | args = parser.parse_args() 170 | 171 | intents = discord.Intents.default() 172 | intents.message_content = True 173 | 174 | Discollama( 175 | ollama.AsyncClient(), 176 | discord.Client(intents=intents), 177 | redis.Redis(host=args.redis_host, port=args.redis_port, db=0, decode_responses=True), 178 | model=args.ollama_model, 179 | ).run(os.environ['DISCORD_TOKEN']) 180 | 181 | 182 | if __name__ == '__main__': 183 | main() 184 | -------------------------------------------------------------------------------- /poetry.lock: 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