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Megatron17
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Commit
•
b7b44ee
1
Parent(s):
c6d4d6b
adding app file, dockerimage and requirements
Browse files- Dockerfile +11 -0
- app.py +75 -0
- requirements.txt +3 -0
Dockerfile
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FROM python:3.10
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RUN useradd -m -u 1000 user
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USER user
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH
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WORKDIR $HOME/app
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COPY --chown=user . $HOME/app
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COPY ./requirements.txt ~/app/requirements.txt
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RUN pip install -r requirements.txt
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COPY . .
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CMD ["chainlit", "run", "app.py", "--port", "7860"]
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app.py
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#Importing Libraries
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import os
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import openai
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import chainlit as cl
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from chainlit.prompt import Prompt, PromptMessage
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from chainlit.playground.providers import ChatOpenAI
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from dotenv import load_dotenv
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load_dotenv()
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openai.api_key = os.environ["OPENAI_API_KEY"]
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#Templates
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system_template = """
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You are a helpful assistant who always speaks in a pleasant tone!
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"""
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user_template = """{input}
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Think through your response step by step.
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"""
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# Runs at the start of the user cession
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@cl.on_chat_start
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async def start_chat():
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settings = {
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"model": "gpt-3.5-turbo",# Model that we will be using
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"temperature": 0, # Randomness in the answer
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"max_tokens": 500,# Maximum length of tokens as input
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"top_p": 1, #
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"frequency_penalty": 0,
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"presence_penalty": 0,
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}
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cl.user_session.set("settings", settings)
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#Function that will run on each time the bot gets a user input
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@cl.on_message
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async def main(message:str):
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settings = cl.user_session.get("settings")
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prompt = Prompt(
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provider = ChatOpenAI.id,
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messages = [
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PromptMessage(
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role = "system",
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template = system_template,
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formatted = system_template,
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),
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PromptMessage(
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role = "user",
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template = user_template,
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formatted=user_template.format(input=message)
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),
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],
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inputs = {"input":message},
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settings = settings,
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)
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print([m.to_openai() for m in prompt.messages])
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msg = cl.Messages(content="")
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# Call OpenAI
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async for stream_resp in await openai.ChatCompletion.acreate(
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messages = [m.to_openai() for m in prompt.messages],stream = True, **settings
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):
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token = stream_resp.choices[0]["delta"].get("content","")
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await msg.stream_token(token)
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#Updating the prompt answer to the answer generated by the LLM
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prompt.completion = msg.content
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#Updating the message to set the context right.
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msg.prompt = prompt
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await msg.send()
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requirements.txt
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chainlit==0.7.0
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openai==0.28.0
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python-dotenv==1.0.0
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