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import os
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import discord
from discord.ext import commands
from openai import OpenAI
import base64
import requests
from io import BytesIO
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from collections import deque
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from dotenv import load_dotenv
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import json
import datetime
import aiohttp
from typing import Dict, Any, List
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# Load environment variables
load_dotenv()
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# Get environment variables
DISCORD_TOKEN = os.getenv('DISCORD_TOKEN')
OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
OPENWEBUI_API_BASE = os.getenv('OPENWEBUI_API_BASE')
MODEL_NAME = os.getenv('MODEL_NAME')
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# Configure OpenAI client to point to OpenWebUI
client = OpenAI(
api_key=os.getenv('OPENAI_API_KEY'),
base_url=os.getenv('OPENWEBUI_API_BASE') # e.g., "http://localhost:8080/v1"
)
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# Configure OpenAI
# TODO: The 'openai.api_base' option isn't read in the client API. You will need to pass it when you instantiate the client, e.g. 'OpenAI(base_url=OPENWEBUI_API_BASE)'
# openai.api_base = OPENWEBUI_API_BASE
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# Initialize Discord bot
intents = discord.Intents.default()
intents.message_content = True
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intents.messages = True
bot = commands.Bot(command_prefix='!', intents=intents)
# Message history cache
channel_history = {}
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async def download_image(url):
response = requests.get(url)
if response.status_code == 200:
image_data = BytesIO(response.content)
base64_image = base64.b64encode(image_data.read()).decode('utf-8')
return base64_image
return None
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async def get_chat_history(channel, limit=100):
messages = []
async for message in channel.history(limit=limit):
content = f"{message.author.name}: {message.content}"
# Handle attachments (images)
for attachment in message.attachments:
if any(attachment.filename.lower().endswith(ext) for ext in ['.png', '.jpg', '.jpeg', '.gif', '.webp']):
content += f" [Image: {attachment.url}]"
messages.append(content)
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return "\n".join(reversed(messages))
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async def get_available_tools() -> List[Dict[str, Any]]:
"""Fetch available tools from OpenWebUI API."""
try:
headers = {
"Content-Type": "application/json",
"Authorization": f"Bearer {OPENAI_API_KEY}"
}
async with aiohttp.ClientSession() as session:
async with session.get(
f"{OPENWEBUI_API_BASE}/v1/tools/list",
headers=headers
) as response:
if response.status == 200:
tools = await response.json()
return tools
else:
print(f"Error fetching tools: {await response.text()}")
return []
except Exception as e:
print(f"Error fetching tools: {str(e)}")
return []
async def get_ai_response(context, user_message, image_urls=None):
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# Fetch available tools
tools = await get_available_tools()
tools_json = json.dumps(tools, indent=2)
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system_message = f"\"\"\"Previous conversation context:{context}\nAvailable Tools: {tools_json}\nReturn an empty string if no tools match the query." + """If a function tool matches, construct and return a JSON object in the format {"name": "functionName", "parameters": {"requiredFunctionParamKey": "requiredFunctionParamValue\"}} using the appropriate tool and its parameters. Only return the object and limit the response to the JSON object without additional text."""
messages = [
{"role": "system", "content": system_message},
{"role": "user", "content": [] if image_urls else user_message}
]
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# Handle messages with images differently
if image_urls:
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content_parts = [{"type": "text", "text": user_message}]
for url in image_urls:
base64_image = await download_image(url)
if base64_image:
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content_parts.append({
"type": "image_url",
"image_url": {
"url": f"data:image/jpeg;base64,{base64_image}"
}
})
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messages[1]["content"] = content_parts
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try:
response = client.chat.completions.create(
model=MODEL_NAME,
messages=messages
)
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return response.choices[0].message.content
except Exception as e:
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return f"Error: {str(e)}"
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@bot.event
async def on_message(message):
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# Ignore messages from the bot itself
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if message.author == bot.user:
return
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should_respond = False
# Check if bot was mentioned
if bot.user in message.mentions:
should_respond = True
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# Check if message is a DM
if isinstance(message.channel, discord.DMChannel):
should_respond = True
if should_respond:
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async with message.channel.typing():
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# Get chat history
history = await get_chat_history(message.channel)
# Remove bot mention from the message
user_message = message.content.replace(f'<@{bot.user.id}>', '').strip()
# Collect image URLs from the message
image_urls = []
for attachment in message.attachments:
if any(attachment.filename.lower().endswith(ext) for ext in ['.png', '.jpg', '.jpeg', '.gif', '.webp']):
image_urls.append(attachment.url)
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# Get AI response
response = await get_ai_response(history, user_message, image_urls)
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# Send response
await message.reply(response)
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await bot.process_commands(message)
@bot.event
async def on_ready():
print(f'{bot.user} has connected to Discord!')
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def main():
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if not all([DISCORD_TOKEN, OPENAI_API_KEY, OPENWEBUI_API_BASE, MODEL_NAME]):
print("Error: Missing required environment variables")
return
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bot.run(DISCORD_TOKEN)
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if __name__ == "__main__":
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main()