GPTによる要約部分を修正

youtube_ana_gradio.py

@@ -1,7 +1,6 @@
 import gradio as gr
 import pandas as pd
 from googleapiclient.discovery import build
-from googleapiclient.errors import HttpError
 import plotly.express as px
 import base64
 import numpy as np
@@ -126,14 +125,14 @@ def analyze_titles(video_stats_df, openai_key, n_clusters=5):
 
 def summarize_cluster(cluster_text, openai_key, cluster_num):
     openai.api_key = openai_key
-    prompt = f"この文章を日本語で徹底解析して要約し，動画の特徴・人気要因も分析してください: {cluster_text}"
+    prompt = f"これらの動画を日本語で徹底解析して要約し、動画の特徴・人気要因を500文字以内で解説してください: {cluster_text}"
     response = openai.ChatCompletion.create(
         model="gpt-3.5-turbo",
         messages=[
             {"role": "system", "content": "あなたは世界中の人気動画や大規模データを解析してきた天才AI・データサイエンティストです"},
             {"role": "user", "content": prompt}
         ],
-        max_tokens=200,
+        max_tokens=500,
         n=1,
         stop=None,
         temperature=0.7,
@@ -163,13 +162,13 @@ def main(api_key, openai_key, query, max_results, period, page, n_clusters=5):
 
         elif page == "Title Analysis":
             cluster_summary_df = analyze_titles(video_stats_df, openai_key, n_clusters)
-            return cluster_summary_df
+            return cluster_summary_df, None, None
 
 iface = gr.Interface(
     fn=main,
     inputs=[
-        gr.components.Textbox(label="YouTube API Key", type="password"),
-        gr.components.Textbox(label="OpenAI API Key", type="password"),
+        gr.components.Textbox(label="YouTube API Keyを入力してください", type="password"),
+        gr.components.Textbox(label="OpenAI API Keyを入力してください", type="password"),
         gr.components.Textbox(label="Search query"),
         gr.components.Slider(minimum=1, maximum=1000, value=5, label="Max results"),
         gr.components.Dropdown(["1週間", "1か月", "3か月"], label="Period"),
@@ -182,16 +181,8 @@ iface = gr.Interface(
         gr.components.HTML(label="CSV Download Link")
     ],
     live=False,
-    title="YouTube Data Analysis",
-    description="YouTubeの動画を検索し、タイトル分析やランキングを行います。"
+    title="YouTube Analysis Tool"
 )
 
-#def update_message(request: gr.Request):
-#    return f"Welcome, {request.username}"
-
-# with gr.Blocks() as demo:
-#     m = gr.Markdown()
-#     iface.load(update_message, None, m)
-
 if __name__ == "__main__":
-    iface.launch(share=True)
+    iface.launch()