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Create app.py
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app.py
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import asyncio
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import json
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import os
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import random
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import threading
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import discord
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import gradio as gr
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from gradio_client import Client
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HF_TOKEN = os.getenv("HF_TOKEN")
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codellama = Client("https://huggingface-projects-codellama-13b-chat.hf.space/", HF_TOKEN)
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codellama_threadid_userid_dictionary = {}
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codellama_threadid_conversation = {}
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intents = discord.Intents.default()
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intents.message_content = True
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bot = commands.Bot(command_prefix="/", intents=intents)
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@bot.event
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async def on_ready():
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print(f"Logged in as {bot.user} (ID: {bot.user.id})")
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synced = await bot.tree.sync()
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print(f"Synced commands: {', '.join([s.name for s in synced])}.")
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event.set()
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print("------")
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@bot.command(
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name="codellama",
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description="Enter a prompt to generate code!",
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)
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async def codellama(ctx, prompt: str):
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"""Audioldm2 generation"""
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try:
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await try_codellama(ctx, prompt)
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except Exception as e:
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print(f"Error: (app.py){e}")
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@bot.event
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async def on_message(message):
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"""Checks channel and continues codellama conversation if it's the right Discord Thread"""
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try:
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if not message.author.bot:
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await continue_codellama(message)
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except Exception as e:
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print(f"Error: {e}")
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async def try_codellama(ctx, prompt):
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"""Generates text based on a given prompt"""
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try:
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global codellama_threadid_userid_dictionary
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global codellama_threadid_conversation
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message = await ctx.send(f"**{prompt}** - {ctx.author.mention}")
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thread = await message.create_thread(name=prompt[:100])
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loop = asyncio.get_running_loop()
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output_code = await loop.run_in_executor(None, codellama_initial_generation, prompt, thread)
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codellama_threadid_userid_dictionary[thread.id] = ctx.author.id
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print(output_code)
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await thread.send(output_code)
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except Exception as e:
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print(f"try_codellama Error: {e}")
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def codellama_initial_generation(prompt, thread):
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"""job.submit inside of run_in_executor = more consistent bot behavior"""
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global codellama_threadid_conversation
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chat_history = f"{thread.id}.json"
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conversation = []
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with open(chat_history, "w") as json_file:
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json.dump(conversation, json_file)
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job = codellama.submit(prompt, chat_history, fn_index=0)
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while job.done() is False:
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pass
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else:
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result = job.outputs()[-1]
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with open(result, "r") as json_file:
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data = json.load(json_file)
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response = data[-1][-1]
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conversation.append((prompt, response))
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with open(chat_history, "w") as json_file:
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json.dump(conversation, json_file)
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codellama_threadid_conversation[thread.id] = chat_history
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if len(response) > 1300:
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response = response[:1300] + "...\nTruncating response due to discord api limits."
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return response
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async def continue_codellama(message):
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"""Continues a given conversation based on chat_history"""
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try:
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if not message.author.bot:
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global codellama_threadid_userid_dictionary # tracks userid-thread existence
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if message.channel.id in codellama_threadid_userid_dictionary: # is this a valid thread?
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if codellama_threadid_userid_dictionary[message.channel.id] == message.author.id:
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global codellama_threadid_conversation
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prompt = message.content
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chat_history = codellama_threadid_conversation[message.channel.id]
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# Check to see if conversation is ongoing or ended (>15000 characters)
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with open(chat_history, "r") as json_file:
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conversation = json.load(json_file)
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total_characters = 0
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for item in conversation:
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for string in item:
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total_characters += len(string)
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if total_characters < 15000:
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job = codellama.submit(prompt, chat_history, fn_index=0)
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while job.done() is False:
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pass
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else:
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result = job.outputs()[-1]
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with open(result, "r") as json_file:
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data = json.load(json_file)
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response = data[-1][-1]
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with open(chat_history, "r") as json_file:
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conversation = json.load(json_file)
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conversation.append((prompt, response))
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with open(chat_history, "w") as json_file:
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json.dump(conversation, json_file)
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codellama_threadid_conversation[message.channel.id] = chat_history
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if len(response) > 1300:
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response = response[:1300] + "...\nTruncating response due to discord api limits."
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await message.reply(response)
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total_characters = 0
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for item in conversation:
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for string in item:
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total_characters += len(string)
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if total_characters >= 15000:
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await message.reply("Conversation ending due to length, feel free to start a new one!")
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except Exception as e:
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print(f"continue_codellama Error: {e}")
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