pull models on start

discollama.py

@@ -1,160 +1,204 @@
+import io
 import os
 import json
-import aiohttp
+import asyncio
-import discord
 import argparse
-from redis import Redis
+from datetime import datetime, timedelta
+from base64 import b64encode, b64decode
 
-import logging
+import ollama
+import discord
+import redis
 
-intents = discord.Intents.default()
+from logging import getLogger
-intents.message_content = True
 
-client = discord.Client(intents=intents)
+# piggy back on the logger discord.py set up
+logging = getLogger('discord.discollama')
 
 
-@client.event
+class Response:
-async def on_ready():
+  def __init__(self, message):
+    self.message = message
+    self.channel = message.channel
+
+    self.r = None
+    self.sb = io.StringIO()
+
+  async def write(self, s, end=''):
+    if self.sb.seek(0, io.SEEK_END) + len(s) + len(end) > 2000:
+      self.r = None
+      self.sb.seek(0, io.SEEK_SET)
+      self.sb.truncate()
+
+    self.sb.write(s)
+
+    if self.sb.seek(0, io.SEEK_END) == 0:
+      return
+
+    if self.r:
+      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='Discollama Says', message=self.message, auto_archive_duration=60)
+
+    self.r = await self.channel.send(self.sb.getvalue())
+
+
+class Discollama:
+  def __init__(self, ollama, discord, redis, models):
+    self.ollama = ollama
+    self.discord = discord
+    self.redis = redis
+
+    self.models = models
+
+    # registry setup hook
+    self.discord.setup_hook = self.setup_hook
+
+    # register event handlers
+    self.discord.event(self.on_ready)
+    self.discord.event(self.on_message)
+
+  async def on_ready(self):
+    activity = discord.Activity(name='Discollama', state='Ask me anything!', type=discord.ActivityType.custom)
+    await self.discord.change_presence(activity=activity)
+
     logging.info(
       'Ready! Invite URL: %s',
       discord.utils.oauth_url(
-      client.application_id,
+        self.discord.application_id,
-      permissions=discord.Permissions(read_messages=True, send_messages=True),
+        permissions=discord.Permissions(
+          read_messages=True,
+          send_messages=True,
+          create_public_threads=True,
+        ),
         scopes=['bot'],
-    ))
+      ),
-
-
-async def generate_response(prompt, context=[]):
-  body = {
-    key: value
-    for key, value in {
-      'model': args.ollama_model,
-      'prompt': prompt,
-      'context': context,
-    }.items() if value
-  }
-
-  async with aiohttp.ClientSession() as session:
-    async with session.post(
-        f'http://{args.ollama_host}:{args.ollama_port}/api/generate',
-        json=body) as r:
-      async for line in r.content:
-        yield json.loads(line)
-
-
-async def buffered_generate_response(prompt, context=[]):
-  buffer = ''
-  async for part in generate_response(prompt, context):
-    if error := part.get('error'):
-      raise Exception(error)
-
-    if part['done']:
-      yield buffer, part
-      break
-
-    buffer += part['response']
-    if len(buffer) >= args.buffer_size:
-      yield buffer, part
-      buffer = ''
-
-
-def save_session(response, part):
-  context = part.get('context', [])
-  redis.json().set(f'ollama:{response.id}', '$', {'context': context})
-
-  redis.expire(f'ollama:{response.id}', 60 * 60 * 24 * 7)
-  logging.info('saving message=%s: len(context)=%d', response.id, len(context))
-
-
-def load_session(reference):
-  kwargs = {}
-  if reference:
-    context = redis.json().get(f'ollama:{reference.message_id}', '.context')
-    kwargs['context'] = context or []
-
-  if kwargs.get('context'):
-    logging.info(
-      'loading message=%s: len(context)=%d',
-      reference.message_id,
-      len(kwargs['context']),
     )
 
-  return kwargs
+  async def on_message(self, message):
-
+    if self.discord.user == message.author:
-
+      # don't respond to ourselves
-@client.event
-async def on_message(message):
-  if message.author == client.user:
       return
 
-  if client.user.id in message.raw_mentions:
+    if not self.discord.user.mentioned_in(message):
-    raw_content = message.content.replace(f'<@{client.user.id}>', '').strip()
+      # don't respond to messages that don't mention us
-    if raw_content.strip() == '':
+      return
-      raw_content = 'Tell me about yourself.'
 
-    response = None
+    content = message.content.replace(f'<@{self.discord.user.id}>', '').strip()
-    response_content = ''
+    if not content:
-    async with message.channel.typing():
+      content = 'Hi!'
-      await message.add_reaction('🤔')
 
-      context = []
+    channel = message.channel
+
+    context, images = [], []
     if reference := message.reference:
-        if session := load_session(message.reference):
+      context, images = await self.load(message_id=reference.message_id)
-          context = session.get('context', [])
+      if not context:
-        else:
+        reference_message = await message.channel.fetch_message(reference.message_id)
-          reference_message = await message.channel.fetch_message(
+        content = '\n'.join(
-            reference.message_id)
+          [
-          reference_content = reference_message.content
+            content,
-          raw_content = '\n'.join([
+            'Use this to answer the question if it is relevant, otherwise ignore it:',
-            raw_content,
+            reference_message.content,
-            'Use it to answer the prompt:',
+          ]
-            reference_content,
+        )
-          ])
 
-      async for buffer, part in buffered_generate_response(
+    if not context:
-          raw_content,
+      context, images = await self.load(channel_id=channel.id)
-          context=context,
-      ):
-        response_content += buffer
-        if part['done']:
-          save_session(response, part)
-          break
 
-        if not response:
+    images.extend([await attachment.read() for attachment in message.attachments if attachment.content_type.startswith('image/')])
-          response = await message.reply(response_content)
-          await message.remove_reaction('🤔', client.user)
-          continue
 
-        if len(response_content) + 3 >= 2000:
+    r = Response(message)
-          response = await response.reply(buffer)
+    task = asyncio.create_task(self.thinking(message))
-          response_content = buffer
+    async for part in self.generate(content, context, images=images):
-          continue
+      task.cancel()
 
-        await response.edit(content=response_content + '...')
+      await r.write(part['response'], end='...')
 
-    await response.edit(content=response_content)
+    await r.write('')
+    await self.save(r.channel.id, message.id, part['context'], images)
 
-
+  async def thinking(self, message, timeout=999):
-default_ollama_host = os.getenv('OLLAMA_HOST', '127.0.0.1')
+    try:
-default_ollama_port = os.getenv('OLLAMA_PORT', 11434)
+      await message.add_reaction('🤔')
-default_ollama_model = os.getenv('OLLAMA_MODEL', 'llama2')
+      async with message.channel.typing():
-
+        await asyncio.sleep(timeout)
-parser = argparse.ArgumentParser()
+    except Exception:
-parser.add_argument('--ollama-host', default=default_ollama_host)
-parser.add_argument('--ollama-port', default=default_ollama_port, type=int)
-parser.add_argument('--ollama-model', default=default_ollama_model, type=str)
-
-parser.add_argument('--redis-host', default='localhost')
-parser.add_argument('--redis-port', default=6379)
-
-parser.add_argument('--buffer-size', default=32, type=int)
-
-args = parser.parse_args()
-
-try:
-  redis = Redis(host=args.redis_host, port=args.redis_port)
-  client.run(os.getenv('DISCORD_TOKEN'), root_logger=True)
-except KeyboardInterrupt:
       pass
+    finally:
+      await message.remove_reaction('🤔', self.discord.user)
 
-redis.close()
+  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=model, prompt=content, context=context, images=images, stream=True):
+      sb.write(part['response'])
+
+      if part['done'] or datetime.now() - t > timedelta(seconds=1):
+        part['response'] = sb.getvalue()
+        yield part
+        t = datetime.now()
+        sb.seek(0, io.SEEK_SET)
+        sb.truncate()
+
+  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(context), ex=60 * 60 * 24 * 7)
+
+    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}')
+
+    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:
+      self.discord.run(token)
+    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()
+
+  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)
+
+  args = parser.parse_args()
+
+  Discollama(
+    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'])
+
+
+if __name__ == '__main__':
+  main()