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api.py
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api.py
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#!/bin/python
"""
▄▄▄· ▄▄▌ ▄▄▄· ▄▄▄· ▄▄· ▄▄▄· ▄▄▄▄▄▄• ▄▌▄▄▄ ▄▄▄▄·
▐█ ▀█ ██• ▐█ ▄█▐█ ▀█ ▐█ ▌▪▐█ ▀█ •██ █▪██▌▀▄ █·▐█ ▀█▪▪
▄█▀▀█ ██▪ ██▀·▄█▀▀█ ██ ▄▄▄█▀▀█ ▐█.▪█▌▐█▌▐▀▀▄ ▐█▀▀█▄ ▄█▀▄
▐█ ▪▐▌▐█▌▐▌▐█▪·•▐█ ▪▐▌▐███▌▐█ ▪▐▌ ▐█▌·▐█▄█▌▐█•█▌██▄▪▐█▐█▌.▐▌
▀ ▀ .▀▀▀ .▀ ▀ ▀ ·▀▀▀ ▀ ▀ ▀▀▀ ▀▀▀ .▀ ▀·▀▀▀▀ ▀█▄▀▪
https;//github.1git.deViperX7/Alpaca-Turbo
"""
import mimetypes
import psutil
from alpaca_turbo import Assistant
from flask import Flask, jsonify, render_template, request
from flask_cors import CORS
from flask_socketio import SocketIO, emit
from helpers.prompts import Personas
mimetypes.add_type('application/javascript', '.js')
mimetypes.add_type('text/css', '.css')
app = Flask(
__name__,
static_url_path="",
static_folder="templates",
)
assistant = Assistant()
################################
CORS(app)
socketio = SocketIO(app, cors_allowed_origins="*")
personas = Personas("./prompts.json")
@socketio.on("connect")
def test_connect():
print("Socket connected")
@socketio.on("disconnect")
def test_disconnect():
print("socket disconnected")
@socketio.on("send_input")
def send_conv(data):
inp = data["inp"]
fmt = data.get("fmt", "")
preprompt = data.get("pre", "")
output = assistant.send_conv(preprompt, fmt, inp)
print("Attempting to GENERATE======================")
buffer = ""
for value in output: # (output, "Generating"):
buffer += value
emit("data", value)
print("=====LOG=====")
print(buffer)
print("=====LOG=====")
@app.route("/unload")
def unload_model():
result = assistant.safe_kill()
return jsonify({"result": result})
@app.route("/remove_all_chat")
def remove_all_chat():
result = assistant.remove_all_chat()
return jsonify({"result": result})
########################
@app.route("/list_models")
def list_models():
models = assistant.list_available_models()
return jsonify(models)
@app.route("/load_model/<int:model_idx>")
def load_model(model_idx):
assistant.model_idx = model_idx
assistant.unload_model()
resp = assistant.load_model()
return jsonify({"status": resp})
@app.route("/stop")
def stop():
res = assistant.stop_generation()
return jsonify({"status": res})
@app.route("/status")
def status():
cpu_percent = psutil.cpu_percent()
ram_usage = psutil.virtual_memory().percent
total_ram = psutil.virtual_memory().total / (1024**3) # convert to GB
total_cores = psutil.cpu_count(logical=False)
total_threads = psutil.cpu_count(logical=True)
# threads_above_80 = len(
# [
# thread
# for thread in psutil.process_iter(attrs=["pid", "name", "cpu_percent"])
# if thread.info["cpu_percent"] > 80
# ]
# )
return jsonify(
{
"cpu_percent": cpu_percent,
"ram_usage": ram_usage,
"total_ram": total_ram,
"total_cores": total_cores,
"total_threads": total_threads,
# "threads_above_80": threads_above_80,
"is_model_loaded": assistant.is_loaded,
"turbo_status": assistant.current_state,
}
)
@app.route("/config", methods=["GET"])
def get_config():
return jsonify(
{
"threads": assistant.threads,
"top_k": assistant.top_k,
"top_p": assistant.top_p,
"temp": assistant.temp,
"repeat_penalty": assistant.repeat_penalty,
"seed": assistant.seed,
"n_predict": assistant.n_predict,
"repeat_last_n": assistant.repeat_last_n,
}
)
@app.route("/config", methods=["POST"])
def set_config():
data = request.get_json()
assistant.threads = data.get("threads", assistant.threads)
assistant.top_k = data.get("top_k", assistant.top_k)
assistant.top_p = data.get("top_p", assistant.top_p)
assistant.temp = data.get("temp", assistant.temp)
assistant.repeat_penalty = data.get("repeat_penalty", assistant.repeat_penalty)
assistant.seed = data.get("seed", assistant.seed)
assistant.n_predict = data.get("n_predict", assistant.n_predict)
assistant.repeat_last_n = data.get("repeat_last_n", assistant.repeat_last_n)
return jsonify({"success": True})
@app.route("/load_chat/<string:id>", methods=["GET"])
def load_chat(id):
result = assistant.load_chat(id)
try:
new_res = [res.to_json() for res in result]
except AttributeError:
new_res = result
return jsonify(new_res)
@app.route("/save_chat")
def save_chat():
result = assistant.save_chat()
return jsonify(result)
@app.route("/get_conv_logs", methods=["GET"])
def get_conv_logs():
result = assistant.get_conv_logs()
return jsonify(result)
@app.route("/clear_chat", methods=["GET"])
def clear_chat():
result = assistant.clear_chat()
return jsonify(result)
@app.route("/personas", methods=["GET"])
def get_personas():
personas_list = personas.get_all()
return jsonify(personas_list)
@app.route("/personas/<string:name>", methods=["GET"])
def get_persona(name):
persona_data = personas.get(name)
if persona_data:
return jsonify(persona_data)
else:
return jsonify({"error": "Persona not found."})
@app.route("/personas", methods=["POST"])
def add_persona():
data = request.json
if "name" not in data or "data" not in data:
return jsonify({"error": "Name and data fields are required."})
name = data["name"]
persona_data = data["data"]
personas.add(name, persona_data)
return jsonify({"success": True})
@app.route("/personas/<string:name>", methods=["PUT"])
def update_persona(name):
data = request.json
persona_data = data["data"]
personas.update(name, persona_data)
return jsonify({"success": True})
@app.route("/")
def index():
return render_template("index.html")
if __name__ == "__main__":
socketio.run(
app,
host="0.0.0.0",
allow_unsafe_werkzeug=True,
debug=True,
)