Update app.py

app.py

@@ -366,10 +366,88 @@ def parse_arxiv_refs(ref_text: str):
     
     return results[:20]
 
+
+
+# ----------------------------
+
 def perform_ai_lookup(q, vocal_summary=True, extended_refs=False, 
                      titles_summary=True, full_audio=False):
     start = time.time()
 
+    SCIENCE_PROBLEM = "Solving visual acuity of UI screens using gradio and streamlit apps that run reactive style components using html components and apis across gradio and streamlit partner apps - a cloud of contiguous org supporting ai agents"
+    SONG_STYLE = "techno, trance, industrial"
+
+    
+    ai_constitution = """
+    
+    You are a talented songwriter with a unique ability to explain scientific concepts through music. Your task is to create a song that not only entertains but also educates listeners about a specific science problem and its potential solutions. 
+
+First, carefully read and analyze the science problem provided:
+
+<science_problem>
+{{SCIENCE_PROBLEM}}
+</science_problem>
+
+Next, consider the song style requested:
+
+<song_style>
+{{SONG_STYLE}}
+</song_style>
+
+Follow these steps to create your song:
+
+1. Analyze the science problem:
+   - Identify the key issues and challenges
+   - Note any potential solutions or technologies mentioned
+   - Consider how these concepts can be simplified for a general audience
+
+2. Plan your song structure:
+   - Decide on a verse-chorus format that fits the song style
+   - Plan to introduce the problem in the verses
+   - Use the chorus to highlight key points or solutions
+
+3. Write your lyrics:
+   - Begin with an attention-grabbing opening line
+   - Use metaphors and analogies to explain complex concepts
+   - Ensure the lyrics flow naturally and fit the rhythm of the chosen song style
+   - Include scientific terminology, but explain it in simple terms within the song
+
+4. Incorporate scientific explanations:
+   - Weave factual information throughout the verses
+   - Use the chorus to reinforce main ideas or solutions
+   - Ensure that the scientific content is accurate and up-to-date
+
+5. Match the requested song style:
+   - Adapt your word choice and phrasing to fit the genre
+   - Consider the typical rhythm and structure of songs in this style
+   - If applicable, include style-specific elements (e.g., a rap break, a power ballad chorus)
+
+6. Review and refine:
+   - Check that the song effectively communicates the science problem and solutions
+   - Ensure the lyrics are catchy and memorable
+   - Verify that the song maintains the requested style throughout
+
+Present your final song in the following format:
+
+<song>
+<title>[Insert creative title that reflects both the scientific concept and song style]</title>
+
+<lyrics>
+[Insert your full song lyrics here, clearly marking verses, chorus, and any other sections]
+</lyrics>
+
+<explanation>
+[Provide a brief explanation of how the song addresses the science problem and its solutions, highlighting key scientific concepts included in the lyrics]
+</explanation>
+</song>
+
+Remember to balance scientific accuracy with musical creativity, ensuring that your song is both informative and entertaining.
+    
+    """
+
+
+
+    
     client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
     refs = client.predict(q, 20, "Semantic Search", 
                          "mistralai/Mixtral-8x7B-Instruct-v0.1",
@@ -377,6 +455,8 @@ def perform_ai_lookup(q, vocal_summary=True, extended_refs=False,
     r2 = client.predict(q, "mistralai/Mixtral-8x7B-Instruct-v0.1", 
                        True, api_name="/ask_llm")
 
+    
+
     result = f"### 🔎 {q}\n\n{r2}\n\n{refs}"
     st.markdown(result)
 
@@ -394,6 +474,12 @@ def perform_ai_lookup(q, vocal_summary=True, extended_refs=False,
 
     elapsed = time.time()-start
     st.write(f"**Total Elapsed:** {elapsed:.2f} s")
+
+
+
+
+
+    
     return result
 
 def process_voice_input(text):