136 lines
5.0 KiB
Python
136 lines
5.0 KiB
Python
from pathlib import Path
|
|
from random import randrange
|
|
|
|
from AMUseBotBackend.src.DP.dp import DP
|
|
from AMUseBotBackend.src.DST.dst import DST
|
|
|
|
import graphviz
|
|
import streamlit as st
|
|
from PIL import Image
|
|
from src.utils.conversation import get_user_input, show_chat_buttons, show_conversation
|
|
from src.utils.lang import en
|
|
import openai
|
|
import copy
|
|
import json
|
|
|
|
import os
|
|
from dotenv import load_dotenv
|
|
|
|
if __name__ == '__main__':
|
|
|
|
# --- PATH SETTINGS ---
|
|
current_dir: Path = Path(__file__).parent if "__file__" in locals() else Path.cwd()
|
|
css_file: Path = current_dir / "src/styles/.css"
|
|
assets_dir: Path = current_dir / "assets"
|
|
icons_dir: Path = assets_dir / "icons"
|
|
img_dir: Path = assets_dir / "img"
|
|
tg_svg: Path = icons_dir / "tg.svg"
|
|
favicon: Path = icons_dir / "favicons/0.png"
|
|
# --- GENERAL SETTINGS ---
|
|
LANG_PL: str = "Pl"
|
|
AI_MODEL_OPTIONS: list[str] = [
|
|
"gpt-3.5-turbo",
|
|
"gpt-4",
|
|
"gpt-4-32k",
|
|
]
|
|
|
|
CONFIG = {"page_title": "AMUsebot", "page_icon": Image.open(favicon)}
|
|
|
|
st.set_page_config(**CONFIG)
|
|
|
|
# --- LOAD CSS ---
|
|
with open(css_file) as f:
|
|
st.markdown(f"<style>{f.read()}</style>", unsafe_allow_html=True)
|
|
|
|
load_dotenv()
|
|
|
|
DIALOG_PATH = os.getenv('DIALOG_PATH')
|
|
RECIPE_PATH = os.getenv('RECIPE_PATH')
|
|
CHARACTERS_DICT = os.getenv('CHARACTERS_DICT')
|
|
API_KEY = os.getenv('API_KEY')
|
|
|
|
# Storing The Context
|
|
if "locale" not in st.session_state:
|
|
st.session_state.locale = en
|
|
if "generated" not in st.session_state:
|
|
st.session_state.generated = ["Hello! I'm AMUseBot, a virtual cooking assistant. Please tell me the name of the dish that you'd like to prepare today."]
|
|
if "past" not in st.session_state:
|
|
st.session_state.past = []
|
|
if "messages" not in st.session_state:
|
|
st.session_state.messages = []
|
|
if "user_text" not in st.session_state:
|
|
st.session_state.user_text = ""
|
|
if "input_kind" not in st.session_state:
|
|
st.session_state.input_kind = st.session_state.locale.input_kind_1
|
|
if "seed" not in st.session_state:
|
|
st.session_state.seed = randrange(10 ** 3) # noqa: S311
|
|
if "costs" not in st.session_state:
|
|
st.session_state.costs = []
|
|
if "total_tokens" not in st.session_state:
|
|
st.session_state.total_tokens = []
|
|
if "dst" not in st.session_state:
|
|
st.session_state.dst = DST(recipe_path=RECIPE_PATH, dialog_path=DIALOG_PATH)
|
|
if "dp" not in st.session_state:
|
|
st.session_state.dp = DP(dst=st.session_state.dst)
|
|
if "openai" not in st.session_state:
|
|
st.session_state.openai = openai
|
|
st.session_state.openai.api_key = API_KEY
|
|
if "characters_dict" not in st.session_state:
|
|
with open(CHARACTERS_DICT) as f:
|
|
st.session_state.characters_dict = json.load(f)
|
|
|
|
def show_graph():
|
|
# Create a graphlib graph object
|
|
if st.session_state.generated:
|
|
user, chatbot = [], []
|
|
graph = graphviz.Digraph()
|
|
chatbot = copy.deepcopy(st.session_state.generated)
|
|
user = copy.deepcopy(st.session_state.past)
|
|
for x in range(len(user)):
|
|
chatbot_text = [word + '\n' if i % 5 == 0 and i > 0 else word for i, word in enumerate(chatbot[x].split(' '))]
|
|
user_text = [word + '\n' if i % 5 == 0 and i > 0 else word for i, word in enumerate(user[x].split(' '))]
|
|
graph.edge(' '.join(chatbot_text), ' '.join(user_text))
|
|
try:
|
|
graph.edge(' '.join(user_text), ' '.join([word + '\n' if i % 5 == 0 and i > 0 else word for i, word in enumerate(chatbot[x + 1].split(' '))]))
|
|
except:
|
|
pass
|
|
st.graphviz_chart(graph)
|
|
|
|
|
|
def main() -> None:
|
|
c1, c2 = st.columns(2)
|
|
with c1, c2:
|
|
st.session_state.input_kind = c2.radio(
|
|
label=st.session_state.locale.input_kind,
|
|
options=(st.session_state.locale.input_kind_1, st.session_state.locale.input_kind_2),
|
|
horizontal=True,
|
|
)
|
|
role_kind = c1.radio(
|
|
label=st.session_state.locale.radio_placeholder,
|
|
options=(st.session_state.locale.radio_text1, st.session_state.locale.radio_text2),
|
|
horizontal=True,
|
|
)
|
|
if role_kind == st.session_state.locale.radio_text1:
|
|
character_type = c2.selectbox(label=st.session_state.locale.select_placeholder2, key="role",
|
|
options=st.session_state.locale.ai_role_options)
|
|
st.session_state.dp.character = character_type
|
|
if character_type == 'default':
|
|
st.session_state.dp.llm_rephrasing = False
|
|
else:
|
|
st.session_state.dp.llm_rephrasing = True
|
|
|
|
elif role_kind == st.session_state.locale.radio_text2:
|
|
c2.text_input(label=st.session_state.locale.select_placeholder3, key="role")
|
|
|
|
get_user_input()
|
|
show_chat_buttons()
|
|
|
|
show_conversation()
|
|
with st.sidebar:
|
|
show_graph()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
st.markdown(f"<h1 style='text-align: center;'>{st.session_state.locale.title}</h1>", unsafe_allow_html=True)
|
|
main()
|