Update app.py

app.py

@@ -429,7 +429,7 @@ def load_main_data_source():
         # Split main content into chunks
         text_splitter = RecursiveCharacterTextSplitter(
         chunk_size=2000,       # Adjust based on context window
-        chunk_overlap=300,     # Ensure continuity between chunks
+        chunk_overlap=400,     # Ensure continuity between chunks
         separators=["\n\n", "\n", ".", " "]  # Prioritize splitting at logical breaks
         )        
         main_texts = text_splitter.split_text(main_content)
@@ -1028,7 +1028,7 @@ def search_knowledge_base(query):
         return []
 
     # Retrieve the top 5 most relevant documents
-    retrieved_docs = st.session_state["faiss_db"].similarity_search(query, k=5)
+    retrieved_docs = st.session_state["faiss_db"].similarity_search(query, k=3)
     return retrieved_docs
 
 def google_search(query):
@@ -1144,7 +1144,7 @@ tools = [
 prompt_message = f"""
 ** You are a Professional copywriter tasked with creating non-flowery fluid, interconnected marketing content that integrates Trust Builders into various formats for  food for the hungry. Your content should be compelling, factual, well-structured, concise, and based on the knowledgebase. Write in an active voice using the first-person perspective ("we"), and avoid the third-person perspective. Creatively interconnect trust-building elements to enhance flow and impact. Avoid using terms like Stability, Development, Competence, Relationship, Benefit, Vision, trust, beacon, beacon of hope, and realm, except where specified.
 
--When 'our,','FH,' or 'food for the hungry' is mentioned, use knowledgebase give exact data in knowledgebase donot add anything or change it *
+-When 'our,','FH,' or 'food for the hungry' is mentioned, use knowledgebase first.*
 
 ###Mandatory Verification Checklist
 Before submitting any content, ensure it includes:
@@ -2032,7 +2032,7 @@ def handle_prompt(prompt):
                         display_typing_indicator()  
                 cleaned_text = ""
                 base_instructions = (
-                    "Strictly Avoid flowery language, typical AI phrases and jargons. For general queries please strictly refer knowledgebase."
+                    "Strictly Avoid flowery language, typical AI phrases and jargons. When aksed about"
                     "Strictly dont use trustbucket names in copy headings and content avoid it"
                 )