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import streamlit as st
from openai import OpenAI
from PIL import Image
from datetime import datetime
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# 1. ์ด๊ธฐ ์ค์ ๋ฐ CSS ๋ก๋
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
def local_css(file_name):
current_dir = os.path.dirname(os.path.abspath(__file__))
css_path = os.path.join(current_dir, file_name)
if os.path.exists(css_path):
with open(css_path, encoding="utf-8") as f:
st.markdown(f"<style>{f.read()}</style>", unsafe_allow_html=True)
st.set_page_config(page_title="MeetingAI | KT Enterprise", page_icon="๐๏ธ", layout="wide")
local_css("style.css")
# ๊ฒฝ๋ก ๋ฐ ํด๋ผ์ด์ธํธ ์ค์
current_dir = os.path.dirname(os.path.abspath(__file__))
img_path = os.path.join(current_dir, "kt.png")
client = OpenAI()
# ์ธ์
์ํ ์ด๊ธฐํ
if "analysis_result" not in st.session_state:
st.session_state.analysis_result = None
if "transcript" not in st.session_state:
st.session_state.transcript = ""
if "messages" not in st.session_state: # ์ค์ : AttributeError ํด๊ฒฐ์ ์ํ ํต์ฌ ์ด๊ธฐํ
st.session_state.messages = []
# ์ธ์
์ํ ์ด๊ธฐํ ์ถ๊ฐ!!!!!!!!!!!
if "mail_body" not in st.session_state: # ์ด๋ฉ์ผ ๋ด์ฉ ์ถ๊ฐ
st.session_state.mail_body = ""
# ์ฐ์ ์์ ๋ผ๋ฒจ ์ค์
PRIORITY_LABEL = {"high": "๐ด ๋์", "medium": "๐ก ๋ณดํต", "low": "๐ข ๋ฎ์"}
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# 2. ๋ฐฑ์๋ ํต์ฌ ํจ์ (๋ฏผ๊ฐ์ ๋ณด ๊ฐ์ง, ๋ถ์)
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
def detect_sensitive(text):
SENSITIVE_PATTERNS = [
(r"๊ธฐ๋ฐ|๋น๋ฐ|๋์ธ๋น|๋ด๋ถ.*๋ณด์|๋ณด์.*์ ์ง|confidential", "๊ธฐ๋ฐ/๋์ธ๋น ํํ"),
(r"๊ธ์ฌ|์ฐ๋ด|์๊ธ|salary", "๊ธ์ฌยท์ธ์ฌ ์ ๋ณด"),
(r"๊ฐ์ธ์ ๋ณด|์ฃผ๋ฏผ|์๋
์์ผ", "๊ฐ์ธ์ ๋ณด"),
(r"\d{3}-\d{4}-\d{4}", "์ ํ๋ฒํธ ํจํด"),
(r"\d{6}-\d{7}", "์ฃผ๋ฏผ๋ฒํธ ํจํด"),
]
return list({label for pat, label in SENSITIVE_PATTERNS if re.search(pat, text, re.IGNORECASE)})
sys_role = """
## ์ญํ
๋น์ ์ KT Enterprise IT๊ธฐ์ ํ์ ํ DX Consulting์ AI ํ์ ๋น์์
๋๋ค.
ํ์ ๋ด์ฉ์ ์ ํํ๊ณ ์ ์ํ๊ฒ ๋ถ์ยท์ ๋ฆฌํฉ๋๋ค. ๋ชจ๋ ์๋ต์ ํ๊ตญ์ด๋ก ์์ฑํฉ๋๋ค.
## ํ์๋ก ์ ๋ฆฌ ๊ท์น
1. ํ์ ๊ฐ์ โ ์ ๋ชฉ / ๋ชฉ์ / ์ฃผ์ ์๊ฑด
2. ๊ฒฐ์ ๋ ์ฌํญ โ ํต์ฌ ๊ฒฐ์ ๋ง ๊ฐ๊ฒฐํ๊ฒ
3. ๋ด๋น ์
๋ฌด(Action Items) โ [๋ด๋น์]:[์
๋ฌด]/๊ธฐํ/์ฐ์ ์์
4. ์ผ์ ์์ฝ โ ๋ง๊ฐ ๊ธฐํ ์๊ฐ์ ์ ๋ฆฌ
"""
sys_role_chat = "๋น์ ์ ํ์ ๋ด์ฉ์ ๋ฐํ์ผ๋ก ๋ต๋ณํ๋ ์น์ ํ AI ๋น์ '์์ด๋ธ'์
๋๋ค. ์ด์ ๋ํ๋ฅผ ๊ธฐ์ตํ๋ฉฐ ์๋ตํฉ๋๋ค."
def analyze_meeting(text):
today = datetime.now().strftime("%Y๋
%m์ %d์ผ")
prompt = f"""
๋ค์์ ์ค๋({today}) ์งํ๋ ํ์ ๋ด์ฉ์
๋๋ค. ์๋ JSON ํ์์ผ๋ก ๋ถ์ํ์ธ์. ๋ฐ๋์ JSON๋ง ์ถ๋ ฅํ์ธ์.
ํ์ ๋ด์ฉ:
{text}
{{
"meeting_title": "ํ์ ์ ๋ชฉ",
"purpose": "ํ์ ๋ชฉ์ ",
"decisions": ["๊ฒฐ์ ์ฌํญ ๋ฆฌ์คํธ"],
"tasks": [
{{"person":"๋ด๋น์","task":"์
๋ฌด ๋ด์ฉ","deadline":"๊ธฐํ","priority":"high|medium|low"}}
],
"agenda_items": ["์๊ฑด ๋ฆฌ์คํธ"],
"summary": "์ ์ฒด ์์ฝ",
"keywords": ["ํค์๋1", "ํค์๋2"]
}}
"""
resp = client.chat.completions.create(
model="gpt-4o",
messages=[{"role": "system", "content": sys_role}, {"role": "user", "content": prompt}],
temperature=0.2,
)
raw = re.sub(r"^```json\s*|```\s*$", "", resp.choices[0].message.content.strip())
return json.loads(raw)
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ Email ๋ฐ์ก ํจ์ ์ถ๊ฐ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# ์ด๋ฉ์ผ ์ด์ ์์ฑ ํจ์ ์ถ๊ฐ!!!!!!!!!!!!
def generate_email_body(res, recipient_name):
decisions = "\n".join(f" โข {d}" for d in res.get("decisions", []))
tasks = "\n".join(
f" - [{t['person']}] {t['task']}" + (f" (๊ธฐํ: {t['deadline']})" if t.get("deadline") and t["deadline"] != "null" else "")
for t in res.get("tasks", [])
)
prompt = f"""
๋ค์ ํ์ ๊ฒฐ๊ณผ๋ฅผ ๋ฐํ์ผ๋ก {recipient_name}์๊ฒ ๋ณด๋ด๋ ๊ณต์ ๋ฆฌ๋ง์ธ๋ ์ด๋ฉ์ผ์ ์์ฑํ์ธ์.
์ ์คํ๊ณ ์ ๋ฌธ์ ์ธ ์ด์กฐ๋ก ์์ฑํ์ธ์.
๊ท์น:
- ์ด๋ฉ์ผ ์ฒซ ์ค ์ธ์ฌ๋ ๋ฐ๋์ "KT Enterprise IT๊ธฐ์ ํ์ ํ DX Consulting AI ๋น์ AIBLE์
๋๋ค." ๋ก ์์ํ์ธ์.
- ์ด๋ฉ์ผ ๋ง์ง๋ง ์๋ช
์ ๋ฐ๋์ "AIBLE ๋๋ฆผ" ์ผ๋ก ๋๋ด์ธ์.
- ๊ทธ ์ธ ์ง์ ์ด๋ฆ์ด๋ ๊ฐ์ธ ์๋ช
์ ์ ๋ ํฌํจํ์ง ๋ง์ธ์.
ํ์ ์ ๋ชฉ: {res.get('meeting_title', 'ํ์')}
๊ฒฐ์ ์ฌํญ:
{decisions}
๋ด๋น ์
๋ฌด:
{tasks}
์ด๋ฉ์ผ ๋ณธ๋ฌธ๋ง ์ถ๋ ฅํ์ธ์ (์ ๋ชฉ ์ ์ธ).
"""
resp = client.chat.completions.create(
model="gpt-4o-mini",
messages=[{"role": "user", "content": prompt}],
temperature=0.4,
)
return resp.choices[0].message.content.strip()
# ์ด๋ฉ์ผ ๋ฐ์ก ํจ์ (SendGrid REST API)
def send_email(to, subject, body):
api_key = os.getenv("SENDGRID_API_KEY", "")
sender = os.getenv("EMAIL_ADDRESS", "")
resp = requests.post(
"https://api.sendgrid.com/v3/mail/send",
headers={"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"},
json={
"personalizations": [{"to": [{"email": to}], "subject": subject}],
"from": {"email": sender},
"content": [{"type": "text/plain", "value": body}],
},
)
return resp.status_code == 202
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# 3. UI ๋ ์ด์์ ๊ตฌ์ฑ (ํค๋ ๋ฐ ์
๋ ฅ๋ถ)
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# ์๋จ ํค๋ ์์ญ (ํฌ๊ธฐ ํ๋ ๋ฒ์ )
st.markdown("""
<div style="display:flex;align-items:center;gap:20px;padding:25px 30px;
background:linear-gradient(135deg,#16213E 0%,#0F3460 100%);
border-bottom:4px solid #E3000B;border-radius:15px;margin-bottom:25px;">
<div style="font-family:'Rajdhani',sans-serif;font-size:3.5rem;font-weight:800;
color:#E3000B;letter-spacing:1px;line-height:1;">KT</div>
<div class="title-container">
<div class="main-title" style="font-size:2.2rem; font-weight:700; color:#FFFFFF;">Meeting AI ํ์ ๋ถ์ ์ด์์คํดํธ</div>
<div class="sub-title" style="font-size:1.0rem; color:#E0E0E0; margin-top:5px;">IT๊ธฐ์ ํ์ ํ DX Consulting ยท Intelligent Meeting Solution</div>
</div>
</div>
""", unsafe_allow_html=True)
col1, col2 = st.columns([1, 2], gap="large")
with col1:
try:
st.image(Image.open(img_path), caption="KT DX Assistant", use_container_width=True)
except:
st.info("์ด๋ฏธ์ง(kt.png)๋ฅผ ๋ถ๋ฌ์ฌ ์ ์์ต๋๋ค.")
with col2:
st.subheader("ํ์๋ก์ ์
๋ก๋ํ์๋ฉด ์์ฝํด๋๋ฆฌ๊ฒ ์ต๋๋ค.")
with st.container(border=True):
uploaded_file = st.file_uploader("๐ ํ์ ๋ด์ฉ ํ
์คํธ ํ์ผ ์
๋ก๋", type=["txt"])
st.write("**์์ฒญ ๋ฐฉ์ ์ ํ**")
input_mode = st.radio("์์ฒญ ๋ฐฉ์", ["๐๏ธ ์ค์๊ฐ ๋
น์", "๐ ์์ฑ ํ์ผ ์
๋ก๋", "๐ ํ
์คํธ ์
๋ ฅ"], horizontal=True, label_visibility="collapsed")
audio_value = None
uploaded_audio_file = None
text_input = ""
if input_mode == "๐๏ธ ์ค์๊ฐ ๋
น์":
audio_value = st.audio_input("์์ฑ์ผ๋ก ๋ด์ฉ์ ๋งํด์ฃผ์ธ์.")
elif input_mode == "๐ ์์ฑ ํ์ผ ์
๋ก๋":
uploaded_audio_file = st.file_uploader("์์ฑ ํ์ผ ์
๋ก๋", type=["mp3", "wav", "m4a"])
else:
text_input = st.text_area("๋ด์ฉ์ ์ง์ ์
๋ ฅํ์ธ์.", height=150)
submit = st.button("๐ ํ์ ๋ถ์ ์์", use_container_width=True)
if submit:
meeting_text = ""
if uploaded_file:
meeting_text = uploaded_file.read().decode("utf-8")
with st.spinner("AI๊ฐ ๋ด์ฉ์ ๋ถ์ ์ค์
๋๋ค..."):
try:
user_req = ""
if audio_value:
user_req = client.audio.transcriptions.create(model="whisper-1", file=("audio.wav", audio_value, "audio/wav")).text
elif uploaded_audio_file:
user_req = client.audio.transcriptions.create(model="whisper-1", file=(uploaded_audio_file.name, uploaded_audio_file, uploaded_audio_file.type)).text
else:
user_req = text_input
final_content = (meeting_text + "\n" + user_req).strip()
if not final_content:
st.warning("๋ถ์ํ ๋ด์ฉ์ด ์์ต๋๋ค.")
else:
st.session_state.transcript = final_content
st.session_state.analysis_result = analyze_meeting(final_content)
st.session_state.messages = [] # ์ ๋ถ์ ์ ๋ํ ์ด๊ธฐํ, ์ธ์
๋ฆฌ์คํธ ํ๋ฒ ๋น์์ค์ผํจ
st.rerun()
except Exception as e:
st.error(f"์ค๋ฅ ๋ฐ์: {e}")
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
# 4. ๊ฒฐ๊ณผ ์ถ๋ ฅ ์์ญ (Tabs ํ์ฉ) + ๋ฉํฐํด ๊ธฐ๋ฅ ์ถ๊ฐ
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
if st.session_state.analysis_result:
res = st.session_state.analysis_result
hits = detect_sensitive(st.session_state.transcript)
if hits:
st.error(f"๐ ๋ฏผ๊ฐ์ ๋ณด ๊ฐ์ง: {', '.join(hits)} ํญ๋ชฉ ์ฃผ์")
tab1, tab2, tab3, tab4, tab5 = st.tabs(["๐ ํ์ ์์ฝ", "โ
ํ ์ผ & ์ฐ์ ์์", "๐ ์๋ฌธ ๋ณด๊ธฐ", "โ๏ธ ๋ฉ์ผ ๋ฐ์ก", "๐ค ์ง์์๋ต"])
with tab1:
st.markdown(f"### ๐ {res.get('meeting_title', 'ํ์ ๊ฒฐ๊ณผ')}")
st.info(f"**ํ์ ๋ชฉ์ :** {res.get('purpose', '๋ด์ฉ ์์')}")
c1, c2 = st.columns(2)
with c1:
st.subheader("โ
๊ฒฐ์ ์ฌํญ")
for d in res.get('decisions', []): st.write(f"- {d}")
with c2:
st.subheader("๐ ์ฃผ์ ์๊ฑด")
for a in res.get('agenda_items', []): st.write(f"- {a}")
st.divider()
st.subheader("๐ฌ ์ ์ฒด ์์ฝ")
st.write(res.get('summary', '์์ฝ ๋ด์ฉ ์์'))
with tab2:
tasks = res.get('tasks', [])
if not tasks:
st.write("๋ฐฐ์ ๋ ํ ์ผ์ด ์์ต๋๋ค.")
else:
for t in tasks:
p = t.get('priority', 'low').lower()
label = PRIORITY_LABEL.get(p, "๐ข ๋ฎ์")
deadline = f" (๊ธฐํ: {t['deadline']})" if t.get('deadline') and t['deadline'] != "null" else ""
st.markdown(f"**{label} [{t.get('person', '๋ฏธ์ง์ ')}]** : {t.get('task')}{deadline}")
with tab3:
st.markdown("#### ๐ ํต์ฌ ํค์๋")
st.write(", ".join([f"#{k}" for k in res.get('keywords', [])]))
st.divider()
st.text_area("์ ์ฌ ์๋ฌธ", st.session_state.transcript, height=300)
###################################################### ์ด๋ฉ์ผ ๋ฐ์ก ์ถ๊ฐ
with tab4:
st.subheader("โ๏ธ ํ์ ๊ฒฐ๊ณผ ๋ฆฌ๋ง์ธ๋ ๋ฉ์ผ")
# ์์ ์ ์ ๋ณด๋ฅผ ๋จผ์ ์
๋ ฅ
recipient_name = st.text_input("์์ ์ ์ด๋ฆ", placeholder="์) ๊น๋๋ฆฌ")
recipient_email = st.text_input("์์ ์ ์ด๋ฉ์ผ ์ฃผ์", placeholder="์) kim@kt.com")
if st.button("๐ ๋ฉ์ผ ์ด์ ์์ฑ"):
if not recipient_name.strip():
st.warning("์์ ์ ์ด๋ฆ์ ์
๋ ฅํด์ฃผ์ธ์.")
else:
with st.spinner("๋ฉ์ผ ์ด์์ ์์ฑํ๋ ์ค..."):
st.session_state.mail_body = generate_email_body(res, recipient_name)
if st.session_state.mail_body:
mail_subject = st.text_input(
"๋ฉ์ผ ์ ๋ชฉ",
value=f"[ํ์ ๊ฒฐ๊ณผ ๊ณต์ ] {res.get('meeting_title', 'ํ์')}",
)
edited_body = st.text_area(
"๋ฉ์ผ ๋ณธ๋ฌธ (์์ ๊ฐ๋ฅ)",
value=st.session_state.mail_body,
height=300,
)
if st.button("๐ค ๋ฉ์ผ ๋ฐ์ก"):
if not recipient_email.strip():
st.warning("์์ ์ ์ด๋ฉ์ผ ์ฃผ์๋ฅผ ์
๋ ฅํด์ฃผ์ธ์.")
else:
with st.spinner("๋ฉ์ผ์ ๋ฐ์กํ๋ ์ค..."):
ok = send_email(recipient_email, mail_subject, edited_body)
if ok:
st.success(f"โ
{recipient_email} ์ผ๋ก ๋ฉ์ผ์ ๋ฐ์กํ์ต๋๋ค.")
else:
st.error("๋ฉ์ผ ๋ฐ์ก์ ์คํจํ์ต๋๋ค. SENDGRID_API_KEY์ EMAIL_ADDRESS๋ฅผ ํ์ธํด์ฃผ์ธ์.")
###################################################### ๋ฉํฐํด ๋ํ ์์ฑ, ํ์คํ ๋ฆฌ ์ต๋ 10๊ฐ ์ ๋๋ก
with tab5:
st.markdown("#### ๐ฌ GPT 4o mini์ ๋ํํ๊ธฐ ")
st.info("AI์๊ฒ ๊ถ๊ธํ ์ ์ ๋ฌผ์ด๋ณด์ธ์. ์ฃผ์: ์ต๊ทผ 10๊ฐ์ ๋ํ ๊ธฐ์ต")
# ๋ํ ๊ธฐ๋ก ํ์
chat_container = st.container(height=500)
with chat_container:
for message in st.session_state.messages:
with st.chat_message(message["role"]):
st.markdown(message["content"])
# ์
๋ ฅ ์์ญ (์์ฑ ๋ฐ ํ
์คํธ)
user_msg = st.chat_input("์ง๋ฌธ์ ์
๋ ฅํ์ธ์...")
if user_msg:
# 1. ์ฌ์ฉ์ ๋ฉ์์ง ์ ์ฅ ๋ฐ ํ์
st.session_state.messages.append({"role": "user", "content": user_msg})
with chat_container.chat_message("user"):
st.markdown(user_msg)
# 2. AI ์๋ต ์์ฑ
with chat_container.chat_message("assistant"):
with st.spinner("๋ต๋ณ ์์ฑ ์ค..."):
# ์์คํ
ํ๋กฌํํธ์ ํ์ ์๋ฌธ ์ฃผ์
full_messages = [
{"role": "system", "content": f"{sys_role_chat}\n\n[ํ์ ์๋ฌธ]\n{st.session_state.transcript}"}
]
full_messages.extend(st.session_state.messages)
response = client.chat.completions.create(
model="gpt-4o-mini",
messages=full_messages
)
answer = response.choices[0].message.content
st.markdown(answer)
st.session_state.messages.append({"role": "assistant", "content": answer})
# 3. ํ์คํ ๋ฆฌ ๊ด๋ฆฌ (์ต๊ทผ 10๊ฐ ๋ฉ์์ง ์ ์ง)
if len(st.session_state.messages) > 10:
st.session_state.messages = st.session_state.messages[-10:]
st.rerun()
if st.button("๐๏ธ ๋ํ ๊ธฐ๋ก ์ด๊ธฐํ"):
st.session_state.messages = []
st.rerun()
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