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cdnutter:main
cdnutter:dependabot/pip/pip-61a8ff97dd
cdnutter:multimodal
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compare: cdnutter:multimodal
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cdnutter:main
cdnutter:dependabot/pip/pip-61a8ff97dd
cdnutter:multimodal

3 Commits
main ... multimodal

Author SHA1 Message Date
Michael Yang a6a2866c43 pull models on start 2024-01-03 15:05:36 -07:00
Michael Yang eb955228e2 add multimodal response 2023-12-24 22:11:30 -08:00
Michael Yang 5ba591fbfb use ollama client 2023-12-24 22:11:30 -08:00
5 changed files with 210 additions and 323 deletions
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4
Dockerfile
View File

@ -1,10 +1,10 @@
FROM python:3.11.9-alpine
FROM python:3.11.6-alpine
RUN apk add --no-cache build-base libffi-dev
RUN pip install poetry
WORKDIR /mnt
COPY pyproject.toml poetry.lock ./
COPY pyproject.toml poetry.lock .
RUN poetry install --no-root --only main
COPY . .

2
Modelfile
View File

@ -2,4 +2,4 @@ FROM llama2:13b-chat-q5_K_M
SYSTEM """You are a Discord bot from the 1970s. You will respond to requests using venacular common in that time period.
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."""
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. You will use any and all opportunities to tell others about Ollama which is open-source and can be found at https://github.com/jmorganca/ollama."""

79
discollama.py
View File

@ -4,6 +4,7 @@ import json
import asyncio
import argparse
from datetime import datetime, timedelta
from base64 import b64encode, b64decode
import ollama
import discord
@ -31,26 +32,29 @@ class Response:
self.sb.write(s)
value = self.sb.getvalue().strip()
if not value:
if self.sb.seek(0, io.SEEK_END) == 0:
return
if self.r:
await self.r.edit(content=value + end)
await self.r.edit(content=self.sb.getvalue() + end)
return
#if self.channel.type == discord.ChannelType.text:
# self.channel = await self.channel.create_thread(name='Ollama Says', message=self.message, auto_archive_duration=60)
if self.channel.type == discord.ChannelType.text:
self.channel = await self.channel.create_thread(name='Discollama Says', message=self.message, auto_archive_duration=60)
self.r = await self.channel.send(value)
self.r = await self.channel.send(self.sb.getvalue())
class Discollama:
def __init__(self, ollama, discord, redis, model):
def __init__(self, ollama, discord, redis, models):
self.ollama = ollama
self.discord = discord
self.redis = redis
self.model = model
self.models = models
# registry setup hook
self.discord.setup_hook = self.setup_hook
# register event handlers
self.discord.event(self.on_ready)
@ -67,7 +71,7 @@ class Discollama:
permissions=discord.Permissions(
read_messages=True,
send_messages=True,
create_public_threads=False,
create_public_threads=True,
),
scopes=['bot'],
),
@ -88,9 +92,9 @@ class Discollama:
channel = message.channel
context = []
context, images = [], []
if reference := message.reference:
context = await self.load(message_id=reference.message_id)
context, images = await self.load(message_id=reference.message_id)
if not context:
reference_message = await message.channel.fetch_message(reference.message_id)
content = '\n'.join(
@ -102,17 +106,19 @@ class Discollama:
)
if not context:
context = await self.load(channel_id=channel.id)
context, images = await self.load(channel_id=channel.id)
images.extend([await attachment.read() for attachment in message.attachments if attachment.content_type.startswith('image/')])
r = Response(message)
task = asyncio.create_task(self.thinking(message))
async for part in self.generate(content, context):
async for part in self.generate(content, context, images=images):
task.cancel()
await r.write(part['response'], end='...')
await r.write('')
await self.save(r.channel.id, message.id, part['context'])
await self.save(r.channel.id, message.id, part['context'], images)
async def thinking(self, message, timeout=999):
try:
@ -124,11 +130,13 @@ class Discollama:
finally:
await message.remove_reaction('🤔', self.discord.user)
async def generate(self, content, context):
async def generate(self, content, context, images=None):
model = self.models['images' if images else '']
sb = io.StringIO()
t = datetime.now()
async for part in await self.ollama.generate(model=self.model, prompt=content, context=context, keep_alive=-1, stream=True):
async for part in await self.ollama.generate(model=model, prompt=content, context=context, images=images, stream=True):
sb.write(part['response'])
if part['done'] or datetime.now() - t > timedelta(seconds=1):
@ -138,16 +146,20 @@ class Discollama:
sb.seek(0, io.SEEK_SET)
sb.truncate()
async def save(self, channel_id, message_id, ctx: list[int]):
async def save(self, channel_id, message_id, context, images):
self.redis.set(f'discollama:channel:{channel_id}', message_id, ex=60 * 60 * 24 * 7)
self.redis.set(f'discollama:message:{message_id}', json.dumps(ctx), ex=60 * 60 * 24 * 7)
self.redis.set(f'discollama:message:{message_id}', json.dumps(context), ex=60 * 60 * 24 * 7)
async def load(self, channel_id=None, message_id=None) -> list[int]:
images = [b64encode(image).decode('utf-8') for image in images]
self.redis.set(f'discollama:images:{message_id}', json.dumps(images), ex=60 * 60 * 24 * 7)
async def load(self, channel_id=None, message_id=None):
if channel_id:
message_id = self.redis.get(f'discollama:channel:{channel_id}')
ctx = self.redis.get(f'discollama:message:{message_id}')
return json.loads(ctx) if ctx else []
context = self.redis.get(f'discollama:message:{message_id}')
images = self.redis.get(f'discollama:images:{message_id}')
return json.loads(context) if context else [], [b64decode(image) for image in json.loads(images)] if images else []
def run(self, token):
try:
@ -155,6 +167,12 @@ class Discollama:
except Exception:
self.redis.close()
async def setup_hook(self):
for key, value in self.models.items():
logging.info('Downloading %s model %s...', key, value)
await self.ollama.pull(value)
logging.info('Downloading %s model %s... done', key, value)
def main():
parser = argparse.ArgumentParser()
@ -162,24 +180,23 @@ def main():
parser.add_argument('--ollama-scheme', default=os.getenv('OLLAMA_SCHEME', 'http'), choices=['http', 'https'])
parser.add_argument('--ollama-host', default=os.getenv('OLLAMA_HOST', '127.0.0.1'), type=str)
parser.add_argument('--ollama-port', default=os.getenv('OLLAMA_PORT', 11434), type=int)
parser.add_argument('--ollama-model', default=os.getenv('OLLAMA_MODEL', 'llama2'), type=str)
parser.add_argument('--ollama-images-model', default=os.getenv('OLLAMA_IMAGES_MODEL', 'llava'), type=str)
parser.add_argument('--redis-host', default=os.getenv('REDIS_HOST', '127.0.0.1'), type=str)
parser.add_argument('--redis-port', default=os.getenv('REDIS_PORT', 6379), type=int)
parser.add_argument('--redis-password', default=os.getenv('REDIS_PASSWORD', ''), type=str)
parser.add_argument('--buffer-size', default=32, type=int)
args = parser.parse_args()
intents = discord.Intents.default()
intents.message_content = True
Discollama(
ollama.AsyncClient(host=f'{args.ollama_scheme}://{args.ollama_host}:{args.ollama_port}'),
discord.Client(intents=intents),
redis.Redis(host=args.redis_host, port=args.redis_port, password=args.redis_password, db=0, decode_responses=True),
model=args.ollama_model,
ollama.AsyncClient(base_url=f'{args.ollama_scheme}://{args.ollama_host}:{args.ollama_port}'),
discord.Client(intents=discord.Intents.default()),
redis.Redis(host=args.redis_host, port=args.redis_port, db=0, decode_responses=True),
{
'': args.ollama_model,
'images': args.ollama_images_model,
},
).run(os.environ['DISCORD_TOKEN'])

447
poetry.lock generated
View File

@ -1,88 +1,88 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
[[package]]
name = "aiohttp"
version = "3.9.3"
version = "3.9.1"
description = "Async http client/server framework (asyncio)"
optional = false
python-versions = ">=3.8"
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[package.dependencies]
@ -109,26 +109,6 @@ files = [
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{file = "multidict-6.0.4.tar.gz", hash = "sha256:3666906492efb76453c0e7b97f2cf459b0682e7402c0489a95484965dbc1da49"},
]
[[package]]
name = "ollama"
version = "0.1.6"
description = "The official Python client for Ollama."
optional = false
python-versions = ">=3.8,<4.0"
files = [
{file = "ollama-0.1.6-py3-none-any.whl", hash = "sha256:e37f0455025ed5846879551ca2030ec93a71a823395d3517c14d71479ccbdd11"},
{file = "ollama-0.1.6.tar.gz", hash = "sha256:6636ff75ae54ac076522dcdc40678b141208325d1cc5d85785559f197b1107de"},
]
[package.dependencies]
httpx = ">=0.25.2,<0.26.0"
[[package]]
name = "redis"
version = "5.0.1"
@ -474,17 +356,6 @@ async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2
hiredis = ["hiredis (>=1.0.0)"]
ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
[[package]]
name = "sniffio"
version = "1.3.0"
description = "Sniff out which async library your code is running under"
optional = false
python-versions = ">=3.7"
files = [
{file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
{file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
]
[[package]]
name = "yarl"
version = "1.9.4"
@ -591,4 +462,4 @@ multidict = ">=4.0"
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
content-hash = "b2e530f606719d9f929f04b71536c228ba331f0e9b0976288ff0e4fcc55788f4"
content-hash = "4102f42c28a97587f87680d10290146c0a4a03f767feb1acfa9f8c0c8ca6962d"

1
pyproject.toml
View File

@ -9,7 +9,6 @@ readme = "README.md"
python = "^3.11"
discord-py = "^2.3.1"
redis = "^5.0.1"
ollama = "^0.1.0"
[build-system]
requires = ["poetry-core"]