Update app.py

app.py

@@ -313,7 +313,7 @@ def format_kadi_api_doc_context(docs):
 
     for doc in docs:
         source_info = doc.metadata.get("source", "Unknown Type")
-        print("YYYYYYYEEEEEEEEEEEEEEE:}\n\n", doc.pagecontent)
+        print("YYYYYYYEEEEEEEEEEEEEEE:}\n\n", doc.page_content)
         formatted_doc = f"# source: {source_info}\n{doc.page_content}\n\n\n"
         doc_context.append(formatted_doc)
     
@@ -326,21 +326,9 @@ def rag_workflow(query):
   #  retrieved_doc_chunks = retrieve_from_vectorstore (docstore, query, k=5)
   #  retrieved_code_chunks = retrieve_from_vectorstore(codestore, query, k=5)
 
-   # docs = retrieve_docs_from_vectorstore(docstore, query, k=5)
 
 
-    kadi_apy_docs = retrieve_from_vectorstore(vector_store, query, k = 5)
-    #kadi_apy_docs = retrieve_within_kadiApy_docs (vector_store, query, k = 5)
-
-
-
-
-    # Print each document's content and metadata
-    for doc in kadi_apy_docs:
-        print("Content:", doc.page_content)
-        print("Metadata:", doc.metadata)
-        print("-" * 20)
-          
+    kadi_apy_docs = retrieve_within_kadiApy_docs (vector_store, query, k = 5)       
     kadi_apy_library_docs = retrieve_within_kadiApy_library (vector_store, query, k = 10)
     
     doc_context = format_kadi_api_doc_context(kadi_apy_docs)