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import gradio as gr
import os
import json
from pathlib import Path
from transformers import AutoModelForSequenceClassification, AutoTokenizer
import logging
import hashlib
# Set up logging
logging.basicConfig(filename='remokode.log', level=logging.INFO)
# Load the Hugging Face model and tokenizer
model_name = "distilbert-base-uncased"
model = AutoModelForSequenceClassification.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
# Define the chatbot function
def chatbot(message):
"""
Handles user input and responds with a relevant message
"""
try:
inputs = tokenizer(message, return_tensors="pt")
outputs = model(**inputs)
response = tokenizer.decode(outputs.logits.argmax(-1), skip_special_tokens=True)
return response
except Exception as e:
logging.error(f"Error in chatbot: {e}")
return "Error: unable to process input"
# Define the terminal function
def terminal(command):
"""
Executes a terminal command and returns the output
"""
try:
# Validate input command
if not command.strip():
return "Error: invalid command"
# Execute command and return output
output = os.popen(command).read()
return output
except Exception as e:
logging.error(f"Error in terminal: {e}")
return "Error: unable to execute command"
# Define the in-app-explorer function
def explorer(path):
"""
Returns a list of files and directories in the given path
"""
try:
# Validate input path
if not path.strip():
return "Error: invalid path"
# Return list of files and directories
files = []
for file in Path(path).iterdir():
files.append(file.name)
return json.dumps(files)
except Exception as e:
logging.error(f"Error in explorer: {e}")
return "Error: unable to access path"
# Define the package manager function
def package_manager(command):
"""
Manages packages and abilities for the chat app
"""
try:
# Validate input command
if not command.strip():
return "Error: invalid command"
# Execute package manager command
if command == "list":
return "List of packages: [...]"
elif command == "install":
return "Package installed successfully"
else:
return "Error: invalid package manager command"
except Exception as e:
logging.error(f"Error in package manager: {e}")
return "Error: unable to execute package manager command"
# Define the user authentication function
def authenticate(username, password):
"""
Authenticates the user and returns a session token
"""
try:
# Validate input username and password
if not username.strip() or not password.strip():
return "Error: invalid username or password"
# Authenticate user and return session token
# (this is a placeholder, you should implement a secure authentication mechanism)
session_token = hashlib.sha256(f"{username}:{password}".encode()).hexdigest()
return session_token
except Exception as e:
logging.error(f"Error in authentication: {e}")
return "Error: unable to authenticate user"
# Define the session management function
def manage_session(session_token):
"""
Manages the user session and returns the session state
"""
try:
# Validate input session token
if not session_token.strip():
return "Error: invalid session token"
# Manage session and return session state
# (this is a placeholder, you should implement a secure session management mechanism)
session_state = {"username": "user", "packages": ["package1", "package2"]}
return session_state
except Exception as e:
logging.error(f"Error in session management: {e}")
return "Error: unable to manage session"
# Create the Gradio interface
demo = gr.Interface(
fn=chatbot,
inputs="textbox",
outputs="textbox",
title="Remokode Chat App",
description="A dev space chat app with terminal and in-app-explorer"
)
# Add a terminal component to the interface
terminal_component = gr.components.Textbox(label="Terminal")
demo.add_component(terminal_component, inputs="textbox", outputs="textbox", fn=terminal)
# Add an in-app-explorer component to the interface
explorer_component = gr.components.FileBrowser(label="In-App Explorer")
demo.add_component(explorer_component, inputs=None, outputs="json", fn=explorer)
# Add a package manager component to the interface
package_manager_component = gr.components.Textbox(label="Package Manager")
demo.add_component(package_manager_component, inputs="textbox", outputs="textbox", fn=package_manager)
# Add a user authentication component to the interface
authentication_component = gr.components.Textbox(label="Username")
password_component = gr.components.Textbox(label="Password", type="password")
demo.add_component(authentication_component, inputs=[authentication_component, password_component], outputs="textbox", fn=authenticate)
# Add a session management component to the interface
session_component = gr.components.Textbox(label="Session Token")
demo.add_component(session_component, inputs=[session_component], outputs="textbox", fn=manage_session)
# Launch the demo
demo.launch(share=True) |