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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
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@ -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 apk add --no-cache build-base libffi-dev
RUN pip install poetry RUN pip install poetry
WORKDIR /mnt WORKDIR /mnt
COPY pyproject.toml poetry.lock ./ COPY pyproject.toml poetry.lock .
RUN poetry install --no-root --only main RUN poetry install --no-root --only main
COPY . . COPY . .

2
Modelfile
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@ -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. 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
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@ -4,6 +4,7 @@ import json
import asyncio import asyncio
import argparse import argparse
from datetime import datetime, timedelta from datetime import datetime, timedelta
from base64 import b64encode, b64decode
import ollama import ollama
import discord import discord
@ -31,26 +32,29 @@ class Response:
self.sb.write(s) self.sb.write(s)
value = self.sb.getvalue().strip() if self.sb.seek(0, io.SEEK_END) == 0:
if not value:
return return
if self.r: if self.r:
await self.r.edit(content=value + end) await self.r.edit(content=self.sb.getvalue() + end)
return return
#if self.channel.type == discord.ChannelType.text: if self.channel.type == discord.ChannelType.text:
# self.channel = await self.channel.create_thread(name='Ollama Says', message=self.message, auto_archive_duration=60) 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: class Discollama:
def __init__(self, ollama, discord, redis, model): def __init__(self, ollama, discord, redis, models):
self.ollama = ollama self.ollama = ollama
self.discord = discord self.discord = discord
self.redis = redis self.redis = redis
self.model = model
self.models = models
# registry setup hook
self.discord.setup_hook = self.setup_hook
# register event handlers # register event handlers
self.discord.event(self.on_ready) self.discord.event(self.on_ready)
@ -67,7 +71,7 @@ class Discollama:
permissions=discord.Permissions( permissions=discord.Permissions(
read_messages=True, read_messages=True,
send_messages=True, send_messages=True,
create_public_threads=False, create_public_threads=True,
), ),
scopes=['bot'], scopes=['bot'],
), ),
@ -88,9 +92,9 @@ class Discollama:
channel = message.channel channel = message.channel
context = [] context, images = [], []
if reference := message.reference: 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: if not context:
reference_message = await message.channel.fetch_message(reference.message_id) reference_message = await message.channel.fetch_message(reference.message_id)
content = '\n'.join( content = '\n'.join(
@ -102,17 +106,19 @@ class Discollama:
) )
if not context: 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) r = Response(message)
task = asyncio.create_task(self.thinking(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() task.cancel()
await r.write(part['response'], end='...') await r.write(part['response'], end='...')
await r.write('') 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): async def thinking(self, message, timeout=999):
try: try:
@ -124,11 +130,13 @@ class Discollama:
finally: finally:
await message.remove_reaction('🤔', self.discord.user) 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() sb = io.StringIO()
t = datetime.now() 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']) sb.write(part['response'])
if part['done'] or datetime.now() - t > timedelta(seconds=1): if part['done'] or datetime.now() - t > timedelta(seconds=1):
@ -138,16 +146,20 @@ class Discollama:
sb.seek(0, io.SEEK_SET) sb.seek(0, io.SEEK_SET)
sb.truncate() 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: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: if channel_id:
message_id = self.redis.get(f'discollama:channel:{channel_id}') message_id = self.redis.get(f'discollama:channel:{channel_id}')
ctx = self.redis.get(f'discollama:message:{message_id}') context = self.redis.get(f'discollama:message:{message_id}')
return json.loads(ctx) if ctx else [] 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): def run(self, token):
try: try:
@ -155,6 +167,12 @@ class Discollama:
except Exception: except Exception:
self.redis.close() 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(): def main():
parser = argparse.ArgumentParser() 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-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-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-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-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-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-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() args = parser.parse_args()
intents = discord.Intents.default()
intents.message_content = True
Discollama( Discollama(
ollama.AsyncClient(host=f'{args.ollama_scheme}://{args.ollama_host}:{args.ollama_port}'), ollama.AsyncClient(base_url=f'{args.ollama_scheme}://{args.ollama_host}:{args.ollama_port}'),
discord.Client(intents=intents), discord.Client(intents=discord.Intents.default()),
redis.Redis(host=args.redis_host, port=args.redis_port, password=args.redis_password, db=0, decode_responses=True), redis.Redis(host=args.redis_host, port=args.redis_port, db=0, decode_responses=True),
model=args.ollama_model, {
'': args.ollama_model,
'images': args.ollama_images_model,
},
).run(os.environ['DISCORD_TOKEN']) ).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.
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name = "aiohttp" name = "aiohttp"
version = "3.9.3" version = "3.9.1"
description = "Async http client/server framework (asyncio)" description = "Async http client/server framework (asyncio)"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.8"
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] ]
[[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]] [[package]]
name = "redis" name = "redis"
version = "5.0.1" 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)"] hiredis = ["hiredis (>=1.0.0)"]
ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"] 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]] [[package]]
name = "yarl" name = "yarl"
version = "1.9.4" version = "1.9.4"
@ -591,4 +462,4 @@ multidict = ">=4.0"
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = "^3.11" 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" python = "^3.11"
discord-py = "^2.3.1" discord-py = "^2.3.1"
redis = "^5.0.1" redis = "^5.0.1"
ollama = "^0.1.0"
[build-system] [build-system]
requires = ["poetry-core"] requires = ["poetry-core"]