app.py

import re, subprocess, openai, random
import pandas as pd
import numpy as np
import streamlit as st
from streamlit_chat import message

# some helper vars and functions
if 'displayChat' not in st.session_state:
    st.session_state['displayChat'] = False
if 'followup' not in st.session_state:
    st.session_state['followup'] = False
if 'followupPrompt' not in st.session_state:
    st.session_state['followupPrompt'] = ''
if 'command' not in st.session_state:
    st.session_state['command'] = ''
if 'acceptreject' not in st.session_state:
    st.session_state['acceptreject'] = False
if 'history' not in st.session_state:
    st.session_state['history'] = []
if 'running' not in st.session_state:
    st.session_state['running'] = False
regx = [r'[A-Z]+\((?:[^()]*|\([^()]*\))*\)', r'''(?:"(?:[^"\\]|\\.)*"|'(?:[^'\\]|\\.)*'|\b[^,]+)'''] #parsing commands, parsing arguments
sysPrompt = 'You now have access to some commands to help complete the user\'s request. You are able to access the user\'s machine with these commands. In every message you send, include "COMMAND: " with your command at the end. Here is a list of commands with explanations of how they are used:\n{}\n When you use a command, the user will respond with "Response: " followed by the output of the commmand. Use this output to help the user complete their request.'

def formatTable(table):
    lines = ''
    for x, i in enumerate(table['GPT Commands']):
        lines += '{} - {}\n'.format(table['GPT Commands'][x],table['GPT Explanations'][x])
    return(lines)

# WEB APP
st.markdown('# GPT-4 + CUSTOM PLUGINS')
st.markdown('Made by [d3nt](https://github.com/d3n7) to give GPT-4 access to any commands/scripts you want via the command line. This unlocks the ability for GPT-4 to interact with the internet, APIs, and any applications that you could with a CLI. Basically it\'s open source, flexible, plugins for GPT-4.')

#User inputs
st.markdown('### OpenAI Settings')
openaikey = st.text_input('OpenAI API Key', type='password')
modelV = st.selectbox('Model', ('GPT-4', 'GPT-3.5-Turbo'))
st.markdown('### Editable Knowledge Base\nDelete any commands will not need to save tokens and increase accuracy.\n\nBe careful with the Raw Translation column. This is code that gets executed by your machine.')
d = {'GPT Commands': ['GOOGLE("question")', 'PYTHON(script.py)', 'MAKEFILE("content\\nhere", filename.txt)', 'READFILE(filename.txt)', 'LISTFILES()'],
     'GPT Explanations': ['Search Google with the given text and return the results', 'Run a python script with the given file name. Do not use quotes for the filename argument.', 'Make a file with the given content and file name.', 'Read the content of a given filename', 'List the files you have access to'],
     'Raw Translation': ['python plugins/google.py {}', 'python files/{}', 'echo {} > files/{}', 'cat files/{}', 'ls files']
     }
df = pd.DataFrame(data=d, dtype='string')
commandTable = st.experimental_data_editor(df, use_container_width=True, num_rows='dynamic')
st.markdown('### Chat')
prompt = st.text_input('Message')
col1, col2, col3, col4 = st.columns(4)
with col1:
    if st.button('Send'):
        st.session_state['running'] = True
with col2:
    newSession = st.checkbox('New Session', True)
with col3:
    showAll = st.checkbox('Show Commands And Outputs', False)
with col4:
    manualApproval = st.checkbox('Require Manual Approval', True)

def askGPT(input):
    st.session_state['history'].append({'role': 'user', 'content': input})
    with st.spinner('Talking to OpenAI...'):
        r = openai.ChatCompletion.create(model=modelV.lower(), messages=st.session_state['history'])
    resp = r['choices'][0]['message']['content']
    st.session_state['history'].append({'role': 'assistant', 'content': resp})
    return resp

def runCmd(flag):
    if flag:
        with st.spinner('Running command \'' + st.session_state['command'] + '\''):
            try:
                p = subprocess.Popen(st.session_state['command'], shell=True, stderr=subprocess.STDOUT, stdout=subprocess.PIPE)
                st.session_state['followupPrompt'] = 'Response: ' + p.communicate()[0].decode("utf-8")
            except subprocess.CalledProcessError as e:
                st.session_state['followupPrompt'] = 'Response: ' + e.output.decode("utf-8")
    else:
        st.session_state['followupPrompt'] = "Response: User rejected this command"
        st.session_state['followup'], st.session_state['running'] = True, True
    st.session_state['followup'], st.session_state['running'] = True, True
    st.experimental_rerun()

if st.session_state['running']:
    st.session_state['running'] = False
    if prompt != '' and openaikey != '':
        if (newSession or st.session_state['history'] == []) and (not st.session_state['followup']):
            st.session_state['history'] = [{'role': 'system', 'content': sysPrompt.format(formatTable(commandTable))}]

        if not st.session_state['displayChat']:
            st.session_state['displayChat'] = True

        openai.api_key = openaikey
        if (st.session_state['followup']):
            response = askGPT(st.session_state['followupPrompt'])
            st.session_state['followup'] = False #completed, so reset this flag
        else:
            response = askGPT(prompt)

        #parse GPT commands, possible recursion
        if len(re.findall(regx[0], response)) >= 1:
            cmd = re.findall(regx[0], response)[0]
            stem = ''
            rawArgs = ''
            cmdId = -1
            for x, i in enumerate(cmd):
                if i == '(':
                    stem = cmd[:x]
                    rawArgs = cmd[x+1:][:-1]
                    break
            rawArgs.replace('\n','\\n')
            rawArgs.replace('\\\n', '\\n')
            for x, i in enumerate(commandTable['GPT Commands']):
                if stem in i:
                    cmdId = x
                    break

            if cmdId == -1:
                st.session_state['followupPrompt'] = 'Response: Unrecognized command'
                st.session_state['followup'], st.session_state['running'] = True, True
                st.experimental_rerun()
            elif "'''" in rawArgs:
                st.session_state['followupPrompt'] = 'Response: Error parsing multi-line string (\'\'\') Use a single line with escaped newlines instead (")'
                st.session_state['followup'], st.session_state['running'] = True, True
                st.experimental_rerun()
            elif '"""' in rawArgs:
                st.session_state['followupPrompt'] = 'Response: Error parsing multi-line string (\"\"\") Use a single line with escaped newlines instead (")'
                st.session_state['followup'], st.session_state['running'] = True, True
                st.experimental_rerun()
            else:
                st.session_state['command'] = commandTable['Raw Translation'][cmdId]
                args = []
                if rawArgs != '':
                    args = re.findall(regx[1], rawArgs)
                    st.session_state['command'] = st.session_state['command'].format(*args)
                singleQuotes = False
                for i in args:
                    if i.startswith("'"):
                        singleQuotes = True
                        st.session_state['followupPrompt'] = "Response: Error parsing argument in single quotes. Use double quotes around the argument instead"
                        st.session_state['followup'], st.session_state['running'] = True, True
                        st.experimental_rerun()
                        break
                if not singleQuotes:
                    if manualApproval:
                        st.session_state['acceptreject'] = True
                    else:
                        runCmd(1)

    else:
        st.warning('Make sure OpenAI key and prompt entered', icon='⚠️')

col5, col6 = st.columns(2)
if st.session_state['acceptreject']:
    
    st.warning('GPT is trying to run the following command: ' + st.session_state['command'] + '\nPlease approve or deny this request.')

    with col5:
        if st.button('Approve'):
            st.session_state['acceptreject'] = False
            runCmd(1)
    with col6:
        if st.button('Reject'):
            st.session_state['acceptreject'] = False
            runCmd(0)

if st.session_state['displayChat']:
    for i in st.session_state['history']:
        if i['role'] == 'user':
            if not showAll:
                if 'Response:' not in i['content']:
                    message(i['content'], is_user=True)
            else:
                message(i['content'], is_user=True)
        elif i['role'] == 'assistant':
            if not showAll:
                if 'COMMAND' not in i['content']:
                    message(i['content'])
            else:
                message(i['content'])