Update app.py

app.py

@@ -118,6 +118,16 @@ def rag_chain(llm, prompt, db):
 
 def wandb_trace(rag_option, prompt, completion, status_msg, start_time_ms, end_time_ms):
     wandb.init(project = "openai-llm-rag")
+    if (rag_option == "Off"):
+        result = completion
+    else
+        result = completion["result"]
+        document_0_page_content = completion["source_documents"][0]["page_content"]
+        document_0_metadata = completion["source_documents"][0]["metadata"]
+        document_1_page_content = completion["source_documents"][1]["page_content"]
+        document_1_metadata = completion["source_documents"][1]["metadata"]
+        document_2_page_content = completion["source_documents"][2]["page_content"]
+        document_2_metadata = completion["source_documents"][2]["metadata"]
     trace = Trace(
         kind = "chain",
         name = "LLMChain" if (rag_option == "Off") else "RetrievalQA",
@@ -133,7 +143,13 @@ def wandb_trace(rag_option, prompt, completion, status_msg, start_time_ms, end_t
         inputs = {"rag_option": rag_option if (str(status_msg) == "") else "",
                   "prompt": str(prompt if (str(status_msg) == "") else ""), 
                   "prompt_template": str((llm_template if (rag_option == "Off") else rag_template) if (str(status_msg) == "") else "")},
-        outputs = {"completion": str(completion)},
+        outputs = {"result": str(result),
+                   "document_0_page_content": "" if (rag_option == "Off") else str(document_0_page_content),
+                   "document_0_metadata": "" if (rag_option == "Off") else str(document_0_metadata),
+                   "document_1_page_content": "" if (rag_option == "Off") else str(document_1_page_content),
+                   "document_1_metadata": "" if (rag_option == "Off") else str(document_1_metadata),
+                   "document_2_page_content": "" if (rag_option == "Off") else str(document_2_page_content),
+                   "document_2_metadata": "" if (rag_option == "Off") else str(document_2_metadata)},
         start_time_ms = start_time_ms,
         end_time_ms = end_time_ms
     )