Update app.py

app.py

@@ -1335,118 +1335,49 @@ def transcribe_canary(filename):
     )
     st.write(result)
     return result
-    
+
+# ChatBot client chat completions -------------------------  !!
+def process_text2(MODEL='gpt-4o-2024-05-13', text_input='What is 2+2 and what is an imaginary number'):
+    if text_input:
+        completion = client.chat.completions.create(
+            model=MODEL,
+            messages=st.session_state.messages
+        )
+        return_text = completion.choices[0].message.content
+        st.write("Assistant: " + return_text)
+        filename = generate_filename(text_input, "md")
+        create_file(filename, text_input, return_text, should_save)
+        return return_text
+
+# Transcript to arxiv and client chat completion -------------------------  !!
 filename = save_and_play_audio(audio_recorder)
 if filename is not None:
     transcript=''
-
     transcript=transcribe_canary(filename)
+    
+    # Search ArXiV and get the Summary and Reference Papers Listing
     result = search_arxiv(transcript)
-    #result2 = search_glossary(result)
-    #st.markdown(result)
-    #st.markdown
     
-
-    #transcription = transcribe_audio(filename)
-    #try:
-    #    transcript = transcription['text']
-    #    st.write(transcript)
-
-    #except:
-    #    transcript=''
-    #    st.write(transcript)
-
-    #st.write('Reasoning with your inputs..')
-    #response = chat_with_model(transcript)
-    #st.write('Response:')
-    #st.write(response)
-    #filename = generate_filename(response, "txt")
-    #create_file(filename, transcript, response, should_save)
+    # Start chatbot with transcript:
     
-    # Whisper to Llama:
-    st.write('Running StreamLLMChatResponse on transcript because audio wav was there passing transcript' + transcript)
-    response = StreamLLMChatResponse(transcript)
-    filename_txt = generate_filename(transcript, "md")
-    create_file(filename_txt, transcript, response, should_save)
-    filename_wav = filename_txt.replace('.txt', '.wav')
-    import shutil
-    try: 
-        if os.path.exists(filename):
-            shutil.copyfile(filename, filename_wav)
-    except:
-        st.write('.')
-    if os.path.exists(filename):
-        os.remove(filename)
-
-
-
-
-prompt = '''
-What is MoE?
-What are Multi Agent Systems?
-What is Self Rewarding AI?
-What is Semantic and Episodic memory?
-What is AutoGen?
-What is ChatDev?
-What is Omniverse?
-What is Lumiere?
-What is SORA?  
-'''
-
-import streamlit as st
-
-personality_factors = """
-1. 🌈 Openness (Being open to new things)
-   - 🎭 Imagination (Enjoying fantasy and daydreaming)
-   - 🎨 Artistic Interests (Appreciating beauty and art)
-   - 🎸 Creativity (Coming up with new ideas)
-   - 🌍 Curiosity (Wanting to explore and learn)
-   - 🌿 Unconventional (Being different and unique)
-   - 🧩 Complexity (Enjoying deep thoughts and feelings)
-   - 🌌 Adventurousness (Seeking new experiences)
-
-2. 💼 Conscientiousness (Being organized and reliable)
-   - 🎯 Competence (Feeling capable and effective)
-   - 📊 Orderliness (Keeping things neat and tidy)
-   - 📅 Dutifulness (Following rules and doing what's right)
-   - 🏆 Achievement (Working hard to reach goals)
-   - 🧘‍♀️ Self-Discipline (Staying focused and in control)
-   - 🤔 Thoughtfulness (Thinking before acting)
-   - 🕰️ Time Management (Using time wisely)
-   - 🧽 Perfectionism (Wanting things to be just right)
-
-3. 🎉 Extraversion (Being outgoing and social)
-   - 🤗 Friendliness (Being kind and welcoming)
-   - 👥 Sociability (Enjoying being with others)
-   - 🗣️ Assertiveness (Speaking up and taking charge)
-   - ⚡ Energy (Being active and lively)
-   - 🎢 Excitement (Seeking thrills and fun)
-   - 😊 Cheerfulness (Feeling happy and positive)
-   - 🎤 Talkativeness (Enjoying conversation)
-   - 🌞 Enthusiasm (Showing excitement and interest)
-
-4. 🤝 Agreeableness (Being kind and cooperative)
-   - 🤲 Trust (Believing in others' goodness)
-   - 🌿 Honesty (Being truthful and sincere)
-   - 🤝 Cooperation (Working well with others)
-   - 🌸 Helpfulness (Being generous and caring)
-   - 🕊️ Compliance (Following rules and respecting authority)
-   - 🙏 Modesty (Being humble and down-to-earth)
-   - 💕 Empathy (Understanding others' feelings)
-   - 🫂 Compassion (Caring about others' well-being)
-
-5. 😔 Neuroticism (Feeling negative emotions easily)
-   - 😰 Anxiety (Worrying and feeling nervous)
-   - 😡 Anger (Getting upset and frustrated)
-   - 😢 Sadness (Feeling down and unhappy)
-   - 😳 Self-Consciousness (Feeling shy and uneasy)
-   - 🎢 Impulsiveness (Acting without thinking)
-   - 🍃 Vulnerability (Being easily hurt or upset)
-   - 🌪️ Moodiness (Having ups and downs in feelings)
-   - 🎭 Negativity (Focusing on the bad side of things)
-"""
-
+    # ChatBot Entry
+    MODEL = "gpt-4o-2024-05-13"
+    openai.api_key = os.getenv('OPENAI_API_KEY')
+    openai.organization = os.getenv('OPENAI_ORG_ID')
+    client = OpenAI(api_key= os.getenv('OPENAI_API_KEY'), organization=os.getenv('OPENAI_ORG_ID'))
+    st.session_state.messages.append({"role": "user", "content": transcript})
+    with st.chat_message("user"):
+        st.markdown(transcript)
+    with st.chat_message("assistant"):
+        completion = client.chat.completions.create(
+            model=MODEL,
+            messages = st.session_state.messages,
+            stream=True
+        )
+        response = process_text2(text_input=prompt)
+    st.session_state.messages.append({"role": "assistant", "content": response})
 
+# Scholary ArXiV Search  -------------------------  !!
 session_state = {}
 if "search_queries" not in session_state:
     session_state["search_queries"] = []
@@ -1478,8 +1409,6 @@ if openai.api_key == None: openai.api_key = st.secrets['OPENAI_API_KEY']
 menu = ["txt", "htm", "xlsx", "csv", "md", "py"]
 choice = st.sidebar.selectbox("Output File Type:", menu)
 
-#model_choice = st.sidebar.radio("Select Model:", ('gpt-3.5-turbo', 'gpt-3.5-turbo-0301'))        
-#user_prompt = st.text_area("Enter prompts, instructions & questions:", '', height=100)
 AddAFileForContext=False
 if AddAFileForContext:
 
@@ -1781,17 +1710,6 @@ if showExtendedTextInterface:
     display_images_and_wikipedia_summaries(num_columns_images)   # Image Jump Grid
 
 
-def process_text2(MODEL='gpt-4o-2024-05-13', text_input='What is 2+2 and what is an imaginary number'):
-    if text_input:
-        completion = client.chat.completions.create(
-            model=MODEL,
-            messages=st.session_state.messages
-        )
-        return_text = completion.choices[0].message.content
-        st.write("Assistant: " + return_text)
-        filename = generate_filename(text_input, "md")
-        create_file(filename, text_input, return_text, should_save)
-        return return_text
 
 
 # st.title("GPT-4o ChatBot")
@@ -1811,19 +1729,14 @@ for message in st.session_state.messages:
         current_messages.append(message)
         st.markdown(message["content"])
 
+# ChatBot Entry 
 if prompt := st.chat_input("GPT-4o Multimodal ChatBot - What can I help you with?"):
     st.session_state.messages.append({"role": "user", "content": prompt})
-
     with st.chat_message("user"):
         st.markdown(prompt)
-    
     with st.chat_message("assistant"):
         completion = client.chat.completions.create(
             model=MODEL,
-            #messages=[
-            #    {"role": m["role"], "content": m["content"]}
-            #    for m in st.session_state.messages
-            #],
             messages = st.session_state.messages,
             stream=True
         )