initial commit

pull/3/head
Michael Yang 2023-07-28 20:00:40 -07:00
parent 496a6fbbb6
commit 1f31c3d5a5
5 changed files with 821 additions and 1 deletions

3
Modelfile Normal file
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FROM llama2
SYSTEM """You are a Discord bot stuck in the 1970s. You will respond to requests using venacular common in that time period."""

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# discollama # discollama
## Dependencies
```
python3 -m pip install poetry
poetry install
```
## Run `discollama.py`
```
poetry run python discollama.py
```
_Note: You must setup a [Discord Bot](https://discord.com/developers/applications) and set environment variable `DISCORD_TOKEN` before `discollama.py` can access Discord._
`discollama.py` requires an [Ollama](https://github.com/jmorganca/ollama) server. By default, it uses `127.0.0.1:11434` but this can be configured with command line parameters `--ollama-host` and `--ollama-port`.
The default LLM is `llama2` but this can be configured with `--ollama-model`. A custom personality can be created by changing the `SYSTEM` instruction in the Modelfile and running `ollama create discollama -f Modelfile`. It can be referenced in `discollama.py` with `--ollama-model discollama`, e.g. `poetry run python discollama.py --ollama-model discollama`.

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discollama.py Normal file
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import os
import json
import aiohttp
import msgpack
import discord
import argparse
from redislite import Redis
from pathlib import Path
import logging
logging.basicConfig(level=logging.INFO)
intents = discord.Intents.default()
intents.message_content = True
client = discord.Client(intents=intents)
@client.event
async def on_ready():
logging.info('ready')
async def generate_response(prompt, context=[], session=None):
body = {
key: value
for key, value in {
'model': ollama_model,
'prompt': prompt,
'context': context,
'session_id': session,
}.items() if value
}
async with aiohttp.ClientSession() as session:
async with session.post(
f'http://{ollama_host}:{ollama_port}/api/generate',
json=body) as r:
async for line in r.content:
yield json.loads(line)
def save_session(response, chunk):
session = msgpack.packb(chunk['session_id'])
redis.hset(f'ollama:{response.id}', 'session', session)
context = msgpack.packb(chunk['context'])
redis.hset(f'ollama:{response.id}', 'context', context)
redis.expire(f'ollama:{response.id}', 60 * 60 * 24 * 7)
logging.info('[%s] saving session %s: len(context)=%d', response.id, chunk['session_id'], len(chunk['context']))
def load_session(reference):
kwargs = {}
if reference:
session = redis.hget(f'ollama:{reference.message_id}', 'session')
kwargs['session'] = msgpack.unpackb(session) if session else None
context = redis.hget(f'ollama:{reference.message_id}', 'context')
kwargs['context'] = msgpack.unpackb(context) if context else []
if kwargs.get('session'):
logging.info(
'[%s] loading session %s: len(context)=%d',
reference.message_id,
kwargs['session'],
len(kwargs['context']))
return kwargs
@client.event
async def on_message(message):
if message.author == client.user:
return
if client.user.id in message.raw_mentions:
raw_content = message.content.replace(f'<@{client.user.id}>', '').strip()
if raw_content.strip() == '':
await message.channel.send('What can I do for you?', reference=message)
return
response = await message.channel.send(':thinking:', reference=message)
# TODO: discord has a 2000 character limit, so we need to split the response
response_content = ''
async for chunk in generate_response(raw_content, **load_session(message.reference)):
if chunk['done']:
save_session(response, chunk)
break
response_content += chunk['response']
await response.edit(content=response_content + '...')
await response.edit(content=response_content)
parser = argparse.ArgumentParser()
parser.add_argument('--ollama-host', default='127.0.0.1')
parser.add_argument('--ollama-port', default=11434, type=int)
parser.add_argument('--ollama-model', default='llama2', type=str)
default_redis = Path.home() / '.cache' / 'discollama' / 'brain.db'
parser.add_argument('--redis', default=default_redis, type=Path)
args = parser.parse_args()
ollama_host = args.ollama_host
ollama_port = args.ollama_port
ollama_model = args.ollama_model
args.redis.parent.mkdir(parents=True, exist_ok=True)
redis = Redis(args.redis)
client.run(os.getenv('DISCORD_TOKEN'))

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poetry.lock generated Normal file
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# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
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[package.dependencies]
idna = ">=2.0"
multidict = ">=4.0"
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
content-hash = "bf5dbb66b106ebd00dae30694af526c8221f71c5d7e2c20aa03a4901fad2d30c"

16
pyproject.toml Normal file
View File

@ -0,0 +1,16 @@
[tool.poetry]
name = "discollama"
version = "0.1.0"
description = ""
authors = ["Michael Yang <mxyng@pm.me>"]
readme = "README.md"
[tool.poetry.dependencies]
python = "^3.11"
discord-py = "^2.3.1"
redislite = "^6.2.859089"
msgpack = "^1.0.5"
[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"