CEO Microsoft

app.py

@@ -33,89 +33,88 @@ array = []
 
 # Uncomment this section if you want to upload your own video
 # Sidebar
-with st.sidebar:
-    user_secret = st.text_input(label = ":blue[OpenAI API key]",
-                                value="",
-                                placeholder = "Paste your openAI API key, sk-",
-                                type = "password")
-    youtube_link = st.text_input(label = ":red[Youtube link]",
-                                value="https://youtu.be/bsFXgfbj8Bc",
-                                placeholder = "")
-    if youtube_link and user_secret:
-        youtube_video = YouTube(youtube_link)
-        video_id = pytube.extract.video_id(youtube_link)
-        streams = youtube_video.streams.filter(only_audio=True)
-        stream = streams.first()
-        if st.button("Start Analysis"):
-            if os.path.exists("word_embeddings.csv"):
-                os.remove("word_embeddings.csv")
+# with st.sidebar:
+#     user_secret = st.text_input(label = ":blue[OpenAI API key]",
+#                                 value="",
+#                                 placeholder = "Paste your openAI API key, sk-",
+#                                 type = "password")
+#     youtube_link = st.text_input(label = ":red[Youtube link]",
+#                                 value="https://youtu.be/bsFXgfbj8Bc",
+#                                 placeholder = "")
+#     if youtube_link and user_secret:
+#         youtube_video = YouTube(youtube_link)
+#         video_id = pytube.extract.video_id(youtube_link)
+#         streams = youtube_video.streams.filter(only_audio=True)
+#         stream = streams.first()
+#         if st.button("Start Analysis"):
+#             if os.path.exists("word_embeddings.csv"):
+#                 os.remove("word_embeddings.csv")
                 
-            with st.spinner('Running process...'):
-                # Get the video mp4
-                mp4_video = stream.download(filename='youtube_video.mp4')
-                audio_file = open(mp4_video, 'rb')
-                st.write(youtube_video.title)
-                st.video(youtube_link) 
-
-                # Whisper
-                output = model.transcribe("youtube_video.mp4")
+#             with st.spinner('Running process...'):
+#                 # Get the video mp4
+#                 mp4_video = stream.download(filename='youtube_video.mp4')
+#                 audio_file = open(mp4_video, 'rb')
+#                 st.write(youtube_video.title)
+#                 st.video(youtube_link) 
+
+#                 # Whisper
+#                 output = model.transcribe("youtube_video.mp4")
                 
-                # Transcription
-                transcription = {
-                    "title": youtube_video.title.strip(),
-                    "transcription": output['text']
-                }
-                data_transcription.append(transcription)
-                pd.DataFrame(data_transcription).to_csv('transcription.csv') 
-                segments = output['segments']
-
-                # Pinacone index
-                # check if index_name index already exists (only create index if not)
-                # index_name = str(video_id)
-                # # check if 'index_name' index already exists (only create index if not)
-                # if 'index1' not in pinecone.list_indexes():
-                #     pinecone.create_index('index1', dimension=len(segments))
-                # # connect to index
-                # index = pinecone.Index('index1')
+#                 # Transcription
+#                 transcription = {
+#                     "title": youtube_video.title.strip(),
+#                     "transcription": output['text']
+#                 }
+#                 data_transcription.append(transcription)
+#                 pd.DataFrame(data_transcription).to_csv('transcription.csv') 
+#                 segments = output['segments']
+
+#                 # Pinacone index
+#                 # check if index_name index already exists (only create index if not)
+#                 # index_name = str(video_id)
+#                 # # check if 'index_name' index already exists (only create index if not)
+#                 # if 'index1' not in pinecone.list_indexes():
+#                 #     pinecone.create_index('index1', dimension=len(segments))
+#                 # # connect to index
+#                 # index = pinecone.Index('index1')
                 
-                #st.write(segments)
-                #Embeddings
-                for segment in segments:
-                    openai.api_key = user_secret
-                    response = openai.Embedding.create(
-                        input= segment["text"].strip(),
-                        model="text-embedding-ada-002"
-                    )
-                    embeddings = response['data'][0]['embedding']
-                    meta = {
-                        "text": segment["text"].strip(),
-                        "start": segment['start'],
-                        "end": segment['end'],
-                        "embedding": embeddings
-                    }
-                    data.append(meta)
-                # upsert_response = index.upsert(
-                #         vectors=data,
-                #         namespace=video_id
-                #     )
-                pd.DataFrame(data).to_csv('word_embeddings.csv') 
-                os.remove("youtube_video.mp4")
-                st.success('Analysis completed')
+#                 #st.write(segments)
+#                 #Embeddings
+#                 for segment in segments:
+#                     openai.api_key = user_secret
+#                     response = openai.Embedding.create(
+#                         input= segment["text"].strip(),
+#                         model="text-embedding-ada-002"
+#                     )
+#                     embeddings = response['data'][0]['embedding']
+#                     meta = {
+#                         "text": segment["text"].strip(),
+#                         "start": segment['start'],
+#                         "end": segment['end'],
+#                         "embedding": embeddings
+#                     }
+#                     data.append(meta)
+#                 # upsert_response = index.upsert(
+#                 #         vectors=data,
+#                 #         namespace=video_id
+#                 #     )
+#                 pd.DataFrame(data).to_csv('word_embeddings.csv') 
+#                 os.remove("youtube_video.mp4")
+#                 st.success('Analysis completed')
 
 st.markdown('<h1>Youtube GPT 🤖<small> by <a href="https://codegpt.co">Code GPT</a></small></h1>', unsafe_allow_html=True)
-#st.write("Start a chat with this video of Microsoft CEO Satya Nadella's interview. You just need to add your OpenAI API Key and paste it in the 'Chat with the video' tab.")
-st.write('Demo con Midudev')
+st.write("Start a chat with this video of Microsoft CEO Satya Nadella's interview. You just need to add your OpenAI API Key and paste it in the 'Chat with the video' tab.")
 
 DEFAULT_WIDTH = 80
 VIDEO_DATA = "https://youtu.be/bsFXgfbj8Bc"
 
-# width = 40
+width = 40
 
-# width = max(width, 0.01)
-# side = max((100 - width) / 2, 0.01)
+width = max(width, 0.01)
+side = max((100 - width) / 2, 0.01)
 
-# _, container, _ = st.columns([side, 47, side])
-# container.video(data=VIDEO_DATA)
+_, container, _ = st.columns([side, 47, side])
+container.video(data=VIDEO_DATA)
 tab1, tab2, tab3, tab4 = st.tabs(["Intro", "Transcription", "Embedding", "Chat with the Video"])
 with tab1:
     st.markdown("### How does it work?")
@@ -150,9 +149,9 @@ with tab3:
         df = pd.read_csv('word_embeddings.csv')
         st.write(df)
 with tab4:
-    # user_secret = st.text_input(label = ":blue[OpenAI API key]",
-    #                             placeholder = "Paste your openAI API key, sk-",
-    #                             type = "password")
+    user_secret = st.text_input(label = ":blue[OpenAI API key]",
+                                placeholder = "Paste your openAI API key, sk-",
+                                type = "password")
     st.write('To obtain an API Key you must create an OpenAI account at the following link: https://openai.com/api/')
     if 'generated' not in st.session_state:
         st.session_state['generated'] = []