Ganesh Chintalapati
Multimodel chat with user login and historical dropdown
f45d8b2
Raw History Blame Contribute Delete
12.5 kB
import gradio as gr
import sqlite3
import os
import asyncio
from core import submit_query
from config import logger
DB_PATH = "chat_history.db"
def init_db():
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute("""
CREATE TABLE IF NOT EXISTS users (
username TEXT PRIMARY KEY,
password TEXT NOT NULL
)
""")
c.execute("""
CREATE TABLE IF NOT EXISTS sessions (
session_id INTEGER PRIMARY KEY AUTOINCREMENT,
username TEXT,
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
)
""")
c.execute("""
CREATE TABLE IF NOT EXISTS history (
session_id INTEGER,
username TEXT,
providers TEXT,
message TEXT,
openai_response TEXT,
anthropic_response TEXT,
gemini_response TEXT,
FOREIGN KEY(session_id) REFERENCES sessions(session_id)
)
""")
conn.commit()
conn.close()
def register_user(username, password):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
try:
c.execute("INSERT INTO users (username, password) VALUES (?, ?)", (username, password))
conn.commit()
return True
except sqlite3.IntegrityError:
return False
finally:
conn.close()
def login_user(username, password):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute("SELECT * FROM users WHERE username=? AND password=?", (username, password))
result = c.fetchone()
conn.close()
return result is not None
def create_new_session(username):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute("INSERT INTO sessions (username) VALUES (?)", (username,))
session_id = c.lastrowid
conn.commit()
conn.close()
return session_id
def list_sessions(username):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute("SELECT session_id, created_at FROM sessions WHERE username=? ORDER BY created_at DESC", (username,))
sessions = c.fetchall()
conn.close()
return sessions
def get_chat_history(session_id):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute("SELECT message, openai_response, anthropic_response, gemini_response FROM history WHERE session_id=? ORDER BY rowid", (session_id,))
rows = c.fetchall()
conn.close()
openai_history = []
anthropic_history = []
gemini_history = []
for m, o, a, g in rows:
user_msg_dict = {"role": "user", "content": m}
openai_history.append(user_msg_dict)
anthropic_history.append(user_msg_dict)
gemini_history.append(user_msg_dict)
if o:
openai_history.append({"role": "assistant", "content": o})
if a:
anthropic_history.append({"role": "assistant", "content": a})
if g:
gemini_history.append({"role": "assistant", "content": g})
return openai_history, anthropic_history, gemini_history
def save_chat_history(session_id, username, providers, message, openai_resp, anthropic_resp, gemini_resp):
conn = sqlite3.connect(DB_PATH)
c = conn.cursor()
c.execute(
"INSERT INTO history (session_id, username, providers, message, openai_response, anthropic_response, gemini_response) VALUES (?, ?, ?, ?, ?, ?, ?)",
(session_id, username, ",".join(providers), message, openai_resp, anthropic_resp, gemini_resp)
)
conn.commit()
conn.close()
async def chatbot_fn(message, openai_history, anthropic_history, gemini_history, username, providers, session_id):
if not username or not session_id:
return "", openai_history or [], anthropic_history or [], gemini_history or [], openai_history or [], anthropic_history or [], gemini_history or []
if not providers:
user_msg_dict = {"role": "user", "content": message}
no_provider_msg = {"role": "assistant", "content": "Please select at least one provider."}
openai_history = (openai_history or []) + [user_msg_dict, no_provider_msg]
anthropic_history = (anthropic_history or []) + [user_msg_dict, no_provider_msg]
gemini_history = (gemini_history or []) + [user_msg_dict, no_provider_msg]
return "", openai_history, anthropic_history, gemini_history, openai_history, anthropic_history, gemini_history
context_history = openai_history
final_result = None
error_message = ""
async for err, openai_msgs, anthropic_msgs, gemini_msgs, updated_context_history in submit_query(
message, providers, context_history, username
):
final_result = (openai_msgs, anthropic_msgs, gemini_msgs, updated_context_history)
error_message = err
if not final_result:
logger.error("submit_query returned no result")
return f"Error: submit_query failed.", openai_history, anthropic_history, gemini_history, openai_history, anthropic_history, gemini_history
new_openai_history, new_anthropic_history, new_gemini_history, _ = final_result
def get_last_response_text_from_history(history_list):
if isinstance(history_list, list) and history_list:
for m in reversed(history_list):
if isinstance(m, dict) and m.get("role") == "assistant" and m.get("content"):
return m.get("content", "")
return ""
openai_text_to_save = get_last_response_text_from_history(new_openai_history)
anthropic_text_to_save = get_last_response_text_from_history(new_anthropic_history)
gemini_text_to_save = get_last_response_text_from_history(new_gemini_history)
save_chat_history(session_id, username, providers, message, openai_text_to_save, anthropic_text_to_save, gemini_text_to_save)
return error_message, new_openai_history, new_anthropic_history, new_gemini_history, new_openai_history, new_anthropic_history, new_gemini_history
def session_label(session):
sid, created = session
return f"{sid} ({created})"
with gr.Blocks() as demo:
gr.Markdown("# Multi-Model Chat")
# Login/Register group
login_group = gr.Group(visible=True)
with login_group:
username = gr.Textbox(label="Username")
password = gr.Textbox(label="Password", type="password")
login_btn = gr.Button("Login")
register_btn = gr.Button("Register")
login_status = gr.Markdown("")
# Chat group (hidden by default)
chat_group = gr.Group(visible=False)
with chat_group:
with gr.Row():
session_selector = gr.Dropdown(choices=[], label="Select Chat Session", interactive=True)
new_chat_btn = gr.Button("New Chat")
user_display = gr.Markdown("", elem_id="user_display")
logout_btn = gr.Button("Logout")
providers = gr.CheckboxGroup(
choices=["OpenAI", "Anthropic", "Gemini"],
label="Select Providers",
value=["OpenAI"]
)
with gr.Row():
openai_chat = gr.Chatbot(label="OpenAI", type="messages", height=400)
anthropic_chat = gr.Chatbot(label="Anthropic", type="messages", height=400)
gemini_chat = gr.Chatbot(label="Gemini", type="messages", height=400)
msg = gr.Textbox(label="Message")
send_btn = gr.Button("Send")
clear_btn = gr.Button("Clear History")
hidden_username = gr.State("")
openai_history_state = gr.State([])
anthropic_history_state = gr.State([])
gemini_history_state = gr.State([])
session_id_state = gr.State("")
# --- Function Definitions ---
def do_login(u, p):
if login_user(u, p):
session_id = create_new_session(u)
sessions = list_sessions(u)
session_choices = [session_label(s) for s in sessions]
session_value = session_label(sessions[0]) if sessions else ""
return (
f"Welcome, {u}!",
gr.update(visible=False), # Hide login group
gr.update(visible=True), # Show chat group
[], [], [], # Empty chats for new session
[], [], [],
u,
f"Logged in as: **{u}**",
session_id,
gr.update(choices=session_choices, value=session_value)
)
else:
return "Login failed.", gr.update(), gr.update(), [], [], [], [], [], [], "", "", gr.update(choices=[], value="")
def do_register(u, p):
if register_user(u, p):
return "Registration successful! Please login.", gr.update(), gr.update(), [], [], [], [], [], [], "", "", gr.update(choices=[], value="")
else:
return "Username already exists.", gr.update(), gr.update(), [], [], [], [], [], [], "", "", gr.update(choices=[], value="")
def do_logout():
return (
"", # login_status
gr.update(visible=True), # Show login group
gr.update(visible=False), # Hide chat group
[], [], [], [], [], [], "", "", gr.update(choices=[], value="")
)
def do_new_chat(username):
if not username:
return "", [], [], [], gr.update(choices=[], value="")
session_id = create_new_session(username)
sessions = list_sessions(username)
session_choices = [session_label(s) for s in sessions]
session_value = session_label(sessions[0]) if sessions else ""
return session_id, [], [], [], gr.update(choices=session_choices, value=session_value)
def do_select_session(session_label_str, username):
if not session_label_str or not username:
return [], [], [], [], [], [], ""
session_id = int(session_label_str.split(" ")[0])
openai_hist, anthropic_hist, gemini_hist = get_chat_history(session_id)
return (
openai_hist, anthropic_hist, gemini_hist, # update chat displays
openai_hist, anthropic_hist, gemini_hist, # update state variables
session_id # update session_id_state
)
# --- Gradio Wiring ---
login_btn.click(
do_login,
[username, password],
[
login_status, login_group, chat_group,
openai_chat, anthropic_chat, gemini_chat,
openai_history_state, anthropic_history_state, gemini_history_state,
hidden_username,
user_display,
session_id_state,
session_selector # Only one output for dropdown!
]
)
register_btn.click(
do_register,
[username, password],
[
login_status, login_group, chat_group,
openai_chat, anthropic_chat, gemini_chat,
openai_history_state, anthropic_history_state, gemini_history_state,
hidden_username,
user_display,
session_id_state,
session_selector
]
)
send_btn.click(
chatbot_fn,
[msg, openai_history_state, anthropic_history_state, gemini_history_state, hidden_username, providers, session_id_state],
[msg, openai_chat, anthropic_chat, gemini_chat, openai_history_state, anthropic_history_state, gemini_history_state]
)
clear_btn.click(
lambda: ("", [], [], [], [], [], []),
[],
[msg, openai_chat, anthropic_chat, gemini_chat, openai_history_state, anthropic_history_state, gemini_history_state]
)
logout_btn.click(
do_logout,
[],
[
login_status, login_group, chat_group,
openai_chat, anthropic_chat, gemini_chat,
openai_history_state, anthropic_history_state, gemini_history_state,
hidden_username,
user_display,
session_id_state,
session_selector
]
)
new_chat_btn.click(
do_new_chat,
[hidden_username],
[session_id_state, openai_chat, anthropic_chat, gemini_chat, session_selector]
)
session_selector.change(
do_select_session,
[session_selector, hidden_username],
[
openai_chat, anthropic_chat, gemini_chat, # chat displays
openai_history_state, anthropic_history_state, gemini_history_state, # state variables
session_id_state # session id state
]
)
if __name__ == "__main__":
init_db()
demo.launch()