Update app.py

app.py

@@ -1,156 +1,289 @@
-import gradio as gr
+from qdrant_client import QdrantClient
 import cohere
+import gradio as gr
 import os
 from dotenv import load_dotenv
+import smtplib
 from email.mime.text import MIMEText
 import json
-from huggingface_hub import list_models
 
-from qdrant_client.models import Distance, VectorParams
-from qdrant_client import QdrantClient, models
-import uuid
-import base64
+from pptx import Presentation
+from pptx.util import Pt
+import datetime
 import requests
+from pptx.util import Inches
+from pathlib import Path
 
 load_dotenv(verbose=True)
 
 # Initialize Qdrant and Cohere clients
-client = QdrantClient(url=os.environ.get("QDRANT_URL"), api_key=os.environ.get("QDRANT_API_KEY"))
-cohere_client = cohere.Client(api_key=os.environ.get("COHERE_API_KEY"))
+client = QdrantClient(url=os.environ.get("QDRANT_URL"))
+cohere_client = cohere.Client(api_key=os.environ.get("COHERE_API_KEY"))  # Add your Cohere API key here
 co = cohere.ClientV2(api_key=os.environ.get("COHERE_API_KEY"))
+sent_mails = ""
 
+def create_metapptx(file_name,key):
+    url = f"https://www.ryhintl.com/dbjson/getjson?sqlcmd=select * from ku_keyslides where main_title = '"+key+"'"
+    response = requests.get(url)
+    
+    mydata = response.content.decode("utf-8")
+    result = mydata.replace("[", "").replace("]", "")
 
-'''# OAuthProfile example
-class OAuthProfile:
-    def __init__(self, name, username, profile, picture):
-        self.name = name
-        self.username = username
-        self.profile = profile
-        self.picture = picture
+    meta = eval(result)
 
-oauth_profile = OAuthProfile(
-    name="",
-    username="",
-    profile="",
-    picture=""
-)'''
+    now = datetime.datetime.now() # 現在時刻の取得
+    today = now.strftime('%Y年%m月%d日') # 現在時刻を年月曜日で表示
 
+    save_name = file_name # 保存用のパワポのファイル名
+    prs = Presentation() # Presentationクラスをインスタンス化
 
-def greeting(profile: gr.OAuthProfile | None) -> str:
-    if profile is None:
-        return "⛔️"
-    else:
-        print("profile:",profile)
-        state.value["loginuser"] = profile.name
-        return f"ようこそ！ {profile.name}さん"
-    #if profile is None:
-        #return "⛔️"
-    #return f"ようこそ！ {profile.name}さん"
-
-
-
-def list_private_models(profile: gr.OAuthProfile | None, oauth_token: gr.OAuthToken | None) -> tuple[str, gr.update, gr.update]:
-    gr.Textbox(oauth_token)
-    if oauth_token is None:
-        state.value["loginuser"] = "HuggingFaceにログインしてください。"
-        state.value["picture"] = ""
-        return "HuggingFaceにログインしてください。", gr.update(visible=False), gr.update(visible=False)   #, gr.update(visible=False)
-    #models = [
-        #f"{model.id} ({'private' if model.private else 'public'})"
-        #for model in list_models(author=profile.username, token=oauth_token.token)
-    #]
-    userinfo = f"""名前: {profile.name}さん\nID: {profile.username}\nプロファイル: {profile.profile}"""
-    print("userinfo:",userinfo)
-    state.value["loginuser"] = userinfo
-    state.value["picture"] = profile.picture
-
-    print("pic:",state.value["picture"],profile.picture)
-    print("login-user:",state.value["loginuser"],userinfo)
-
-    '''global oauth_profile
-    oauth_profile = OAuthProfile(
-    name=profile.name,
-    username=profile.username,
-    profile=profile.profile,
-    picture=profile.picture
-    )'''
-    
-    #return profile.username, gr.update(visible=True), gr.update(visible=True) #, gr.update(visible=True)
-    return userinfo, gr.update(visible=True), gr.update(visible=True) #, gr.update(visible=True)
-
-def user_info(state):
-    print("state:", state)
-    uinfo = f"""情報: {state["loginuser"]}"""
-    gr.Info(uinfo)
-    #gr.Info("情報: Created by RYH International.")
-    
-    return gr.update(visible=True)
+    # 1枚目
+    title_slide_layout = prs.slide_layouts[0]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    subtitle = slide.placeholders[1]
+    title.text = meta["main_title"]
+    subtitle.text = today
 
-def auth(user_name, password):
-    encoded = base64.b64encode(password.encode("utf-8"))
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(24)
 
-    # APIエンドポイントのURL
-    url = "https://www.ryhintl.com/dbjson/getjson?sqlcmd=select userid from ku_credential where password = '" + encoded.decode("utf-8") + "'"
+    # フォントサイズを変更
+    for paragraph in subtitle.text_frame.paragraphs:
+        paragraph.font.size = Pt(10)
 
-    # GETリクエストの例
+    logo = meta["logo"]
+
+    print("logo:",logo)
+    # リクエストを送信して画像データを取得
+    logoresponse = requests.get(logo)
+
+    logoname = os.path.basename(logo)
+
+    # ステータスコードを確認
+    if logoresponse.status_code == 200:
+
+        # ローカルファイルに保存
+        with open(logoname, 'wb') as file:
+            file.write(logoresponse.content)
+            corplogoename = "./" + logoname
+            picture = slide.shapes.add_picture(corplogoename, Inches(0.2), Inches(0.2), width=Inches(0.5), height=Inches(0.5))
+    
+            if os.path.exists(corplogoename):
+                os.remove(corplogoename)
+    else:
+        picture = slide.shapes.add_picture("./ryhlogo.png", Inches(0.2), Inches(0.2), width=Inches(0.5), height=Inches(0.5))
+
+    # 2枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    subtitle = slide.placeholders[1]
+    title.text = "目次"
+    body_shape = slide.placeholders[1]
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = '1. '+meta["mokuji1"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = '2. '+meta["mokuji2"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = '3. '+meta["mokuji3"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = '4. '+meta["mokuji4"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    # 3枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    title.text = meta["p3_title"]
+
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(20)
+
+    body_shape = slide.placeholders[1]
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p3_body"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    #picture = slide.shapes.add_picture("https://www.ryhintl.com/images/ryhlogo/ryhlogo.png", Inches(1), Inches(4), width=Inches(3), height=Inches(2))
+
+    # 4枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    subtitle = slide.placeholders[1]
+    title.text = "2. "+meta["p4_title"]
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(20)
+
+    body_shape = slide.placeholders[1]
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p4_body1"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p4_body2"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p4_body3"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    # 5枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    title.text = "3. "+meta["p5_title"]
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(20)
+
+    body_shape = slide.placeholders[1]
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p5_body1"]
+    p.level = 1
+    p.font.bold = True
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p5_body2"]
+    p.level = 1
+    p.font.bold = True
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p5_body3"]
+    p.level = 1
+    p.font.bold = True
+    p.font.size = Pt(12)
+
+    # 6枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    subtitle = slide.placeholders[1]
+
+    title.text = "4."+meta["p6_title"]
+    body_shape = slide.placeholders[1]
+    subtitle.text = meta["p6_body"]
+
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(20)
+
+    # フォントサイズを変更
+    for paragraph in subtitle.text_frame.paragraphs:
+        paragraph.font.size = Pt(10)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p6_para1"]
+    p.level = 1
+    p.font.bold = True
+    p.font.size = Pt(12)
+
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p6_para2"]
+    p.level = 1
+    p.font.bold = True
+    p.font.size = Pt(12)
+
+    # 7枚目
+    title_slide_layout = prs.slide_layouts[1]
+    slide = prs.slides.add_slide(title_slide_layout)
+    title = slide.shapes.title
+    title.text = meta["p7_title"]
+
+    # フォントサイズを変更
+    for paragraph in title.text_frame.paragraphs:
+        paragraph.font.size = Pt(20)
+
+    body_shape = slide.placeholders[1]
+    p = body_shape.text_frame.add_paragraph()
+    p.text = meta["p7_body"]
+    p.level = 1
+    p.font.size = Pt(12)
+
+    url = meta["p7_img"]
+
+    # 保存するファイル名
+    fname = os.path.basename(url)
+
+    filename = "./" + fname
+
+    # リクエストを送信して画像データを取得
     response = requests.get(url)
-    if response.status_code == 200:
-        credential_id = response.content.decode('utf-8')
-        parsed_data = json.loads(credential_id)
-
-        # useridを取得
-        taken_userid = parsed_data[0]["userid"]
-        if (taken_userid == user_name):
-            state.value["loginuser"] = user_name
-            return True # 認証成功
-        else:
-            return False
-
-def process_invitees(state,input_json):
-    try:
-        # Parse the JSON input
-        invitees = json.loads(input_json)
-
-        # Generate embeddings using Cohere
-        response = cohere_client.embed(
-            texts=[
-                f"{note.get('kx_subject', '')}, {note.get('kx_creator', '')}, {note.get('kx_content', '')}, {note.get('kx_industry', '')}, {note.get('kx_kind', '')}, {note.get('kx_category', '')}, {note.get('kx_date', '')}"
-                for note in invitees
-            ],
-            model="embed-multilingual-v3.0",
-            input_type="search_document",
-        )
 
-        # Upload points to Qdrant
-        client.upload_points(
-            collection_name="knowledge_utility",
-            points=[
-                models.PointStruct(
-                    id=uuid.uuid4().hex,
-                    vector=embedding,
-                    payload=note,
-                )
-                for note, embedding in zip(invitees, response.embeddings)
-            ]
-        )
+    # ステータスコードを確認
+    if response.status_code == 200:
 
-        return "Data uploaded successfully!"
+        # ローカルファイルに保存
+        with open(filename, 'wb') as file:
+            file.write(response.content)
+            picture = slide.shapes.add_picture(filename, Inches(1), Inches(4), width=Inches(3), height=Inches(2))
+        
+            if os.path.exists(filename):
+                os.remove(filename)
+    else:
+        print(f"ダウンロードに失敗しました。ステータスコード: {response.status_code}")
 
-    except Exception as e:
-        return f"Error: {str(e)}"
+    prs.save(file_name)
+    return f"ファイル '{file_name}' が生成されました！"
 
-# Function to send Gmail
 def send_gmail(mail_from, mail_to, mail_subject, mail_body):
+    '''settings_file = open('settings.json','r')
+    settings_data = json.load(settings_file)
+
+    """ メッセージのオブジェクト """
+    msg = MIMEText(mail_body, "plain", "utf-8")
+    msg['Subject'] = mail_subject
+    msg['From'] = mail_from
+    msg['To'] = mail_to
+
+    # エラーキャッチ
     try:
-        sent_mails = f"From: {mail_from}\nTo: {mail_to}\nSubject: {mail_subject}\nBody:\n{mail_body}\n"
+        """ SMTPメールサーバーに接続 """
+        smtpobj = smtplib.SMTP('smtp.gmail.com', 587)  # SMTPオブジェクトを作成。smtp.gmail.comのSMTPサーバーの587番ポートを設定。
+        smtpobj.ehlo()                                 # SMTPサーバとの接続を確立
+        smtpobj.starttls()                             # TLS暗号化通信開始
+        gmail_addr = settings_data['gmail_addr']       # Googleアカウント(このアドレスをFromにして送られるっぽい)
+        app_passwd = settings_data['app_passwd']       # アプリパスワード
+        smtpobj.login(gmail_addr, app_passwd)          # SMTPサーバーへログイン
+
+        """ メール送信 """
+        smtpobj.sendmail(mail_from, mail_to, msg.as_string())
+
+        """ SMTPサーバーとの接続解除 """
+        smtpobj.quit()'''
+    sent_mails = ""
+    try:
+        sent_mails = mail_from+"\n"+mail_to+"\n"+mail_subject+"\n"+mail_body+"\n"
+
     except Exception as e:
-        sent_mails = f"Error sending mail: {str(e)}"
-    return sent_mails
+        print(e)
+    
+    return sent_mails+"\nメール送信完了\n\n"
 
 # Function to handle search query
-def search(state,query: str):
-    #state["userid"] = "kuuser"
-    
+def search(query: str):
     global sent_mails
     # Embed query using Cohere
     response = cohere_client.embed(
@@ -166,19 +299,22 @@ def search(state,query: str):
         limit=1,
     ).points
 
-    for result in results:
-        state["score"] = result.score
-        
     # Filter points based on similarity threshold
-    similarity_threshold = 0.1  # Example threshold for filtering
+    similarity_threshold = 0.8  # Example threshold for filtering
     filtered_points = [point for point in results if point.score >= similarity_threshold]
 
-    #print("filtered_points:",filtered_points)
-
     # Apply limit to the filtered points
     final_limit = len(filtered_points)  # Example limit
     limited_points = filtered_points[:final_limit]
-    #print("finals:",final_limit,limited_points)
+
+    '''# Output limited points
+    divider = len(limited_points)
+    total_score = 0
+    for point in limited_points:
+        total_score += point.score
+        #print(f"ID: {point.id}, Similarity: {point.score}, Payload: {point.payload}")
+
+    taken_avg = total_score / divider'''
 
     # Assuming `results` is a list of ScoredPoint objects
     payload_list = []
@@ -186,21 +322,38 @@ def search(state,query: str):
     # Iterate through the limited results and extract payloads
     for point in limited_points:
         # Access the payload attribute and append it to the list
-        #print("point:",point)
         payload_list.append(point.payload)
-    
-    #print("payload_list:",payload_list)
 
     # Template for the invitation letter
     template = ""
 
+    # Generate invitation letters
+    letters = []
+    for invitee in payload_list:
+        # Replace placeholders in the template with actual invitee information
+        letter = template.format(
+            表題=invitee['kx_subject'],
+            コンテンツ=invitee['kx_content'],
+            業種=invitee['kx_industry'],
+            作成者=invitee['kx_creator']
+        )
+
+        #send mails 
+        #sent_mails += send_gmail("info@mycompany.com", invitee['kx_creator'], "ご招待", letter)
+        # Append the generated letter to the list
+        letters.append(letter)
+
+    # Print generated letters
+    invitations = ""
+    for idx, letter in enumerate(letters, start=1):
+        invitations += f"Invitation Letter {idx}:\n{letter}\n"
+
     # Prepare results in a user-friendly format
     formatted_results = [
         f"kx_subject: {point.payload['kx_subject']}\nkx_content: {point.payload['kx_content']}\nkx_creator: {point.payload['kx_creator']}\nkx_industry: {point.payload['kx_industry']}\nkx_kind: {point.payload['kx_kind']}\nkx_category: {point.payload['kx_category']}\nkx_date: {point.payload['kx_date']}"
         for point in results
     ]
 
-    #print("formatted_results",formatted_results)
     final_result = "\n\n".join(formatted_results)
 
     res = co.chat(
@@ -220,145 +373,58 @@ def search(state,query: str):
     start_index = final.find(start_marker) + len(start_marker)
     end_index = final.rfind(end_marker)
 
-    return final,state["score"]
+    # Extract and clean the content
+    #content_between = final[start_index:end_index].strip()
+    #print("content_between:",content_between)
 
-# Gradio Blocks Interface
-with gr.Blocks(css="footer {visibility: hidden;} .custom-image {width: 64px; height: 64px;} .custom-btn {width: 150px; height: 30px; background-color: lightblue; border-radius: 10px; font-size: 12px; color: #3C82F6;} #header {display: flex; justify-content: space-between; align-items: center; font-size: 24px; font-weight: bold;} #logo {width: 50px; height: 50px;}",title="Knowledge Utility",theme=gr.themes.Glass()) as ku:
-    state = gr.State({
-        "userid": "",
-        "loginuser": "",
-        "picture": "",
-        "score": 0
-    })
-    
-    gr.LoginButton()
-    # ^ add a login button to the Space
-    m1 = gr.Markdown()
-    m2 = gr.Markdown()
-    ku.load(greeting, inputs=None, outputs=m1)
-
-    with gr.Column():
-        gr.HTML('<div id="header"><span>🛡️ Knowledge Utility</span><img id="logo" src="https://www.ryhintl.com/images/ryhlogo/ryhlogo.png" width="64" height="64" alt="Logo"></div>')
-        gr.Markdown("# ナレッジ・エージェント")
-        gr.Markdown("📧 ベクターDBに保存されている知識ベースのインベントリを使用して知識共有します。")
-        
+    #print("final:","\n\n".join(formatted_results))
+    #return "\n\n".join(formatted_results)
+    #return final_result,content_between
+    #return final_result,invitations,sent_mails,taken_avg
+    return final
 
-    with gr.Sidebar(open=False):
-        #gr.Image(value=oauth_profile.picture, elem_classes=["custom-image"])
-        
-        gr.HTML("""
-        <!DOCTYPE html>
-        <html lang="ja">
-        <head>
-        <meta charset="UTF-8">
-        <meta name="viewport" content="width=device-width, initial-scale=1.0">
-        <title>Knowledge Utility</title>
-        <style>
-        body {
-            font-family: Arial, sans-serif;
-            line-height: 1.6;
-            background-color: #f4f4f9;
-            color: #333;
-            margin: 0;
-            padding: 0;
-        }
-        header {
-            background: #0078d7;
-            color: #fff;
-            padding: 1rem 0;
-            text-align: center;
-        }
-        section {
-            max-width: 800px;
-            margin: 2rem auto;
-            padding: 1rem;
-            background: #fff;
-            border-radius: 5px;
-            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
-        }
-        h1, h2, h3 {
-            color: #0078d7;
-        }
-        ul {
-            padding-left: 1.5rem;
-        }
-        footer {
-            text-align: center;
-            padding: 1rem 0;
-            margin-top: 2rem;
-            background: #0078d7;
-            color: white;
-        }
-        </style>
-        </head>
-        <body>
-        <header>
-            <h1 style="color: white;">Knowledge Utility</h1>
-            <p style="color: white;">知識をシェアし、成長を加速させる。</p>
-        </header>
-        <section>
-            <h2>Knowledge Utilityとは？</h2>
-            <p>
-                Knowledge Utilityは、企業や個人が知識を効果的に共有し、成長を促進するた��のプラットフォームです。
-                データ、アイデア、専門知識をシームレスに交換し、新たな価値を生み出します。
-            </p>
-        <h2>主な機能</h2>
-        <ul>
-            <li><strong>情報の検索:</strong> 高速かつ正確なクエリによる知識の取得。</li>
-            <li><strong>データの登録:</strong> 個人または企業の資産をデータベースに統合。</li>
-            <li><strong>コラボレーション:</strong> チームやコミュニティ間の知識交換を促進。</li>
-        </ul>
-        <h2>メリット</h2>
-        <p>
-            Knowledge Utilityを活用することで、効率の向上、意思決定のスピードアップ、そして
-            組織の成長が期待できます。
-        </p>
-        </section>
-        <footer>
-            <p>&copy; 2025 Knowledge Utility Platform. All rights reserved.</p>
-        </footer>
-        </body>
-        </html>
-    """)
-
-        with gr.Blocks(css=".custom-btn-container { display: flex; justify-content: center; } .custom-btn { width: 150px; height: 30px; background-color: lightblue; border-radius: 10px; font-size: 12px; color: #3C82F6; }") as ubutton:
-            with gr.Row(elem_classes=["custom-btn-container"]): # 中央揃え用のクラス
-                user_btn = gr.Button("情報", elem_classes=["custom-btn"])
-                user_btn.click(fn=user_info, inputs=[state], outputs=user_btn)
-
-        #user_btn = gr.Button("情報", elem_classes=["custom-btn"])
-
-    #user_btn.click(fn=user_info, inputs=[state], outputs=None)
-        
+dataid = requests.get("https://www.ryhintl.com/dbjson/getjson?sqlcmd=select main_title from ku_keyslides")
 
-    with gr.Tab("KU 検索") as tab_find:
-        with gr.Row():
-            query_input = gr.Textbox(
-                label="クエリ",
-                placeholder="例）物流・流通業界向けの提案書を内容を教えてください。",
-                info="例）物流・流通業界向けの提案書を内容を教えてください。AI市場の動向を調べています。参考できる事例を教えてください。", 
-                value="経営デジタル・トランスフォーメーション関連のプロジェクトの提案書を書こうと思っています。参考できる事例を教えてください。",
-                lines=2,
-            )
-            with gr.Column():
-                search_button = gr.Button("実行", elem_classes=["custom-btn"])
-                clear_button = gr.Button("クリア", elem_classes=["custom-btn"])
-    
-        result_output = [gr.Textbox(label="結果", show_copy_button=True),gr.Textbox(label="スコア")]
+# Decode the JSON response
+data_str = dataid.content.decode('utf-8')
+data = eval(data_str)
+
+# ラベルと値のペアに変換
+choices = [item["main_title"] for item in data]
+
+
+with gr.Blocks(css="footer {visibility: hidden;} #header {display: flex; justify-content: space-between; align-items: center; font-size: 24px; font-weight: bold;} #logo {width: 50px; height: 50px;}") as pptx:
+    with gr.Row():
+        gr.Markdown("## Knowledge Utility")
+
+    with gr.Tabs():
+        with gr.Tab("KU"):
+            with gr.Row():
+                gr.Markdown("📧 ベクターDBに保存されている知識ベースのインベントリを使用して知識共有します。")
+            with gr.Row():
+                query = gr.Textbox(label="クエリ", info="例）物流・流通業界向けの提案書を内容を教えてください。", value="経営デジタル・トランスフォーメーション関連のプロジェクトの提案書を書こうと思っています。参考できる事例を教えてください。")
+            with gr.Row():
+                result = gr.Textbox(label="結果", show_copy_button=True)
+            with gr.Row():
+                submit_btn = gr.Button("実行")
+                clear_btn = gr.Button("クリア")
+
+            submit_btn.click(search, inputs=[query], outputs=[result])
+
+        with gr.Tab("スライド作成"):
+            with gr.Row():
+                gr.Markdown("📧 ベクターDBに保存されている知識ベースのインベントリを使用して知識共有します。")
+
+            with gr.Row():
+                file_name_input = gr.Textbox(label="ファイル名を入力してください", value="test.pptx")
+                find_key = gr.Dropdown(choices, label="キー・スライドを選択")
 
-        # Button click events
-        search_button.click(fn=search, inputs=[state,query_input], outputs=result_output)
-        clear_button.click(lambda: "", None, result_output)
+            with gr.Row():
+                output = gr.Textbox(label="結果")
 
-    with gr.Tab("KU インベントリ登録") as tab_reg:
-        with gr.Row():
-            input_text = gr.Textbox(label="KU JSON Payroll", lines=10, placeholder="Paste your JSON Payroll here...", info="""[{"kx_subject": "中古車販売���おける現状と問題点", "kx_creator": "username", "kx_content": "事前情報の収集: 顧客動向、問題・課題の想定、3C分析を通じて仮説を策定する。企業動向、顧客動向、競合動向を分析し、仮説を立案する。仮説提案営業の商談フロー: あいさつ、自社紹介、詳細ヒアリング、仮説検証、解決策の提案、ディスカッション、宿題の出し合い、あいさつのステップを踏む。効果的な商談の進め方: 訪問の趣旨を伝え、基本的な質問をし、相手に話させる。仮説をぶつけ、次回の日付と宿題を決める。ヒアリングの技術: 荷主担当者と営業担当者の知識の差を理解し、必要に応じて役割を分担する。ロジスティクスフローを描き、詳細な設問項目を作成する。", "kx_industry": "物流・流通", "kx_kind": "小売", "kx_category": "提案書", "kx_date": "2025/06/02"}]""")
-            output_text = gr.Textbox(label="Result")
-        with gr.Row():
-            submit_button = gr.Button("実行", elem_classes=["custom-btn"])
+            with gr.Row():
+                generate_button = gr.Button("生成")
+            generate_button.click(create_metapptx, inputs=[file_name_input,find_key], outputs=output)
 
-        submit_button.click(process_invitees, inputs=[state,input_text], outputs=output_text)
+pptx.launch(favicon_path="favicon.ico")
 
-# Launch the app
-    ku.load(list_private_models, inputs=None, outputs=[m2, tab_find, tab_reg])
-ku.launch(favicon_path="favicon.ico",share=True)