sdsdfasf

app.py

@@ -29,13 +29,14 @@ client = chromadb.Client()
 collection = client.get_or_create_collection(name="inha-well", embedding_function=None)
 
 # ─── 3. Ingestion & Embedding (run only once) ──────────────────────────────
+# Check if collection is empty to avoid re-ingesting on each run
 total_docs = collection.count() if hasattr(collection, 'count') else len(collection.get()['documents'])
 
 if total_docs == 0:
     content_chunks = []
     for i in range(1, 4):
         # Build the absolute path to each docs folder
-        folder_path = f"docs/p0000{i}"
+        folder_path = os.path.join(os.getcwd(), "docs", f"p0000{i}")
         
         # Add error handling for missing folders
         if not os.path.exists(folder_path):
@@ -77,7 +78,9 @@ def get_prompt_plain(context: str, question: str) -> str:
     return f"""
 <<START>>
 You are a responsible person for answering Inha University (South Korea) information. Using the context below, answer within 300 tokens.
-Provide concise, well-structured, answer-oriented responses. Do not repeat the prompt text in your output.
+Provide concise, well-structured, answer-oriented responses using markdown formatting for better readability.
+Use bullet points, bold text, and proper formatting to make the information clear and easy to read.
+Do not repeat the prompt text in your output.
 
 Context:
 "{context}"
@@ -98,6 +101,7 @@ def generate_agent_answer(context: str, question: str) -> str:
             stop_sequences=["<<END>>", "<<START>>"]
         )
     )
+    # Keep the markdown formatting for nice display
     return response.text.strip()
 
 def rag_answer(question: str, collection) -> str:
@@ -114,7 +118,7 @@ def answer_question(question):
     
     try:
         answer = rag_answer(question, collection)
-        return f"### Answer: \n{answer}"  # Formatted answer with Markdown support
+        return answer
     except Exception as e:
         return f"Sorry, I encountered an error: {str(e)}"
 
@@ -127,11 +131,9 @@ demo = gr.Interface(
         placeholder="e.g. What clubs are available in the 4th semester?",
         lines=2
     ),
-    outputs=gr.Textbox(  # Using Textbox instead of Markdown
+    outputs=gr.Markdown(
         label="📌 Answer",
-       
-        show_copy_button=True,
-        interactive=False  # Disable interactivity for output field
+        show_copy_button=True
     ),
     title="📚 Inha University Info Assistant",
     description="Get answers to your questions about Inha University using AI-powered search.",
@@ -148,5 +150,5 @@ if __name__ == "__main__":
     demo.launch(
         share=True,  # Creates a public link
         server_name="0.0.0.0",  # Allows external access
-       
-    )
+        
+    )