Spaces:
Running
Running
import gradio as gr | |
import requests | |
import json | |
import os | |
from dotenv import load_dotenv | |
import threading | |
import random | |
import time | |
LINUX_SERVER_HOST = os.getenv("LINUX_SERVER_HOST") | |
LINUX_SERVER_PROVIDER_KEY = [key for key in json.loads(os.getenv("LINUX_SERVER_PROVIDER_KEY", "[]")) if key] | |
AI_TYPES = {f"AI_TYPE_{i}": os.getenv(f"AI_TYPE_{i}") for i in range(1, 6)} | |
RESPONSES = {f"RESPONSE_{i}": os.getenv(f"RESPONSE_{i}") for i in range(1, 10)} | |
MODEL_MAPPING = json.loads(os.getenv("MODEL_MAPPING", "{}")) | |
MODEL_CONFIG = json.loads(os.getenv("MODEL_CONFIG", "{}")) | |
MODEL_CHOICES = list(MODEL_MAPPING.values()) | |
DEFAULT_CONFIG = json.loads(os.getenv("DEFAULT_CONFIG", "{}")) | |
META_TAGS = os.getenv("META_TAGS") | |
stop_event = threading.Event() | |
session = requests.Session() | |
def get_model_key(display_name): | |
return next((k for k, v in MODEL_MAPPING.items() if v == display_name), MODEL_CHOICES[0]) | |
def simulate_streaming_response(text): | |
for line in text.splitlines(): | |
if stop_event.is_set(): | |
return | |
yield line + "\n" | |
time.sleep(0.01) | |
def chat_with_model(history, user_input, selected_model_display): | |
if stop_event.is_set(): | |
yield RESPONSES["RESPONSE_1"] | |
return | |
if not LINUX_SERVER_PROVIDER_KEY or not LINUX_SERVER_HOST: | |
yield RESPONSES["RESPONSE_3"] | |
return | |
selected_model = get_model_key(selected_model_display) | |
model_config = MODEL_CONFIG.get(selected_model, DEFAULT_CONFIG) | |
messages = [{"role": "user", "content": user} for user, _ in history] | |
messages += [{"role": "assistant", "content": assistant} for _, assistant in history if assistant] | |
messages.append({"role": "user", "content": user_input}) | |
data = {"model": selected_model, "messages": messages, **model_config} | |
random.shuffle(LINUX_SERVER_PROVIDER_KEY) | |
for api_key in LINUX_SERVER_PROVIDER_KEY[:2]: | |
if stop_event.is_set(): | |
yield RESPONSES["RESPONSE_1"] | |
return | |
try: | |
response = session.post(LINUX_SERVER_HOST, json=data, headers={"Authorization": f"Bearer {api_key}"}) | |
if stop_event.is_set(): | |
yield RESPONSES["RESPONSE_1"] | |
return | |
if response.status_code < 400: | |
ai_text = response.json().get("choices", [{}])[0].get("message", {}).get("content", RESPONSES["RESPONSE_2"]) | |
yield from simulate_streaming_response(ai_text) | |
return | |
except requests.exceptions.RequestException: | |
continue | |
yield RESPONSES["RESPONSE_3"] | |
def respond(user_input, history, selected_model_display): | |
if not user_input.strip(): | |
yield history, gr.update(value=""), gr.update(visible=False, interactive=False), gr.update(visible=True) | |
return | |
stop_event.clear() | |
history.append([user_input, RESPONSES["RESPONSE_8"]]) | |
yield history, gr.update(value=""), gr.update(visible=False), gr.update(visible=True) | |
ai_response = "" | |
for chunk in chat_with_model(history, user_input, selected_model_display): | |
if stop_event.is_set(): | |
session.close() | |
history[-1][1] = RESPONSES["RESPONSE_1"] | |
yield history, gr.update(value=""), gr.update(visible=True), gr.update(visible=False) | |
return | |
ai_response += chunk | |
history[-1][1] = ai_response | |
yield history, gr.update(value=""), gr.update(visible=False), gr.update(visible=True) | |
session.close() | |
yield history, gr.update(value=""), gr.update(visible=True), gr.update(visible=False) | |
def stop_response(): | |
stop_event.set() | |
session.close() | |
def change_model(new_model_display): | |
return [], new_model_display | |
def check_send_button_enabled(msg): | |
return gr.update(visible=bool(msg.strip()), interactive=bool(msg.strip())) | |
with gr.Blocks(fill_height=True, fill_width=True, title=AI_TYPES["AI_TYPE_4"], head=META_TAGS) as demo: | |
user_history = gr.State([]) | |
selected_model = gr.State(MODEL_CHOICES[0]) | |
chatbot = gr.Chatbot(label=AI_TYPES["AI_TYPE_1"], height=600, show_copy_button=True, show_share_button=False, elem_id=AI_TYPES["AI_TYPE_2"]) | |
model_dropdown = gr.Dropdown(label=AI_TYPES["AI_TYPE_3"], show_label=False, choices=MODEL_CHOICES, value=MODEL_CHOICES[0], interactive=True) | |
msg = gr.Textbox(label=RESPONSES["RESPONSE_4"], show_label=False, placeholder=RESPONSES["RESPONSE_5"]) | |
with gr.Row(): | |
send_btn = gr.Button(RESPONSES["RESPONSE_6"], visible=True, interactive=False) | |
stop_btn = gr.Button(RESPONSES["RESPONSE_7"], variant=RESPONSES["RESPONSE_9"], visible=False) | |
model_dropdown.change(fn=change_model, inputs=[model_dropdown], outputs=[user_history, selected_model]) | |
send_btn.click(respond, inputs=[msg, user_history, selected_model], outputs=[chatbot, msg, send_btn, stop_btn]) | |
msg.change(fn=check_send_button_enabled, inputs=[msg], outputs=[send_btn]) | |
stop_btn.click(fn=stop_response, outputs=[send_btn, stop_btn]) | |
demo.launch(share=True, show_api=False, favicon_path=AI_TYPES["AI_TYPE_5"]) | |