repositories/exllama/webui/app.py

import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from model import ExLlama, ExLlamaConfig
from flask import Flask, render_template, request, jsonify
from flask import Response, stream_with_context
from threading import Timer, Lock
import webbrowser
import json
import model_init
from session import prepare_sessions, get_initial_session, Session, load_session, new_session, _sessions_dir
import argparse
from tokenizer import ExLlamaTokenizer
from waitress import serve

app = Flask(__name__)
app.static_folder = 'static'
generate_lock = Lock()
session: Session

# Render template

@app.route("/")
def home():
    return render_template("index.html")

# Get existing sessions

@app.route("/api/populate")
def api_populate():
    global session
    return session.api_populate()

# Edit block

@app.route("/api/edit_block", methods=['POST'])
def api_edit_block():
    global session
    data = request.get_json()
    session.api_edit_block(data)
    return json.dumps({"result": "ok"}) + "\n"

# Delete block

@app.route("/api/delete_block", methods=['POST'])
def api_delete_block():
    global session
    data = request.get_json()
    session.api_delete_block(data)
    return json.dumps({"result": "ok"}) + "\n"

# Rename session

@app.route("/api/rename_session", methods=['POST'])
def api_rename_session():
    global session
    data = request.get_json()
    success = session.api_rename_session(data)
    return json.dumps({"result": "ok" if success else "fail"}) + "\n"

# Delete session

@app.route("/api/delete_session", methods=['POST'])
def api_delete_session():
    global session
    data = request.get_json()
    session.api_delete_session(data)
    return json.dumps({"result": "ok"}) + "\n"

# Set fixed prompt settings

@app.route("/api/set_fixed_prompt", methods=['POST'])
def api_set_fixed_prompt():
    global session
    data = request.get_json()
    session.api_set_fixed_prompt(data)
    return json.dumps({"result": "ok"}) + "\n"

# Set generation settings

@app.route("/api/set_gen_settings", methods=['POST'])
def api_set_gen_settings():
    global session
    data = request.get_json()
    session.api_set_gen_settings(data)
    return json.dumps({"result": "ok"}) + "\n"

# Set session

@app.route("/api/set_session", methods=['POST'])
def api_set_session():
    global session
    data = request.get_json()
    load_session_name = data["session_name"]
    if load_session_name == ".":
        session = new_session()
    else:
        session = load_session(load_session_name, append_path = True)
    return json.dumps({"result": "ok"}) + "\n"

# Set participants

@app.route("/api/set_participants", methods=['POST'])
def api_set_participants():
    global session
    data = request.get_json()
    session.api_set_participants(data)
    return json.dumps({"result": "ok"}) + "\n"

# Accept input

@app.route("/api/userinput", methods=['POST'])
def api_userinput():
    data = request.get_json()
    user_input = data["user_input"]

    with generate_lock:
        result = Response(stream_with_context(session.respond_multi(user_input)), mimetype = 'application/json')
        return result

@app.route("/api/append_block", methods=['POST'])
def api_append_block():
    data = request.get_json()
    session.api_append_block(data)
    return json.dumps({"result": "ok"}) + "\n"

# Load the model

parser = argparse.ArgumentParser(description="Simple web-based chatbot for ExLlama")
parser.add_argument("-host", "--host", type = str, help = "IP:PORT eg, 0.0.0.0:7862", default = "localhost:5000")
parser.add_argument("-sd", "--sessions_dir", type = str, help = "Location for storing user sessions, default: ~/exllama_sessions/", default = "~/exllama_sessions/")

model_init.add_args(parser)
args = parser.parse_args()
model_init.post_parse(args)
model_init.get_model_files(args)

model_init.print_options(args)
config = model_init.make_config(args)

model_init.set_globals(args)

print(f" -- Loading model...")
model = ExLlama(config)

print(f" -- Loading tokenizer...")
tokenizer = ExLlamaTokenizer(args.tokenizer)

model_init.print_stats(model)

# Get the session ready

prepare_sessions(model, tokenizer, args.sessions_dir)
session = get_initial_session()

print(f" -- Sessions stored in: {_sessions_dir()}")

# Start the web server

machine = args.host
host, port = machine.split(":")

if host == "localhost":
    Timer(1, lambda: webbrowser.open(f'http://{machine}/')).start()

serve(app, host = host, port = port)