Update flask_app.py

flask_app.py

@@ -127,9 +127,9 @@ def model_inference(retriever, question, llm):
     # Extract context
     context = "\n\n".join([doc.page_content for doc in retrieved_docs]).strip()
 
-    # **New: Check if the retrieved context is relevant to the question**
-    if not is_context_relevant(context, question):
-        return "Answer:\n        The answer is not found in the context provided.\nReferences: No references found."
+    # # **New: Check if the retrieved context is relevant to the question**
+    # if not is_context_relevant(context, question):
+    #     return "Answer:\n        The answer is not found in the context provided.\nReferences: No references found."
 
     # Define prompt template
     prompt = PromptTemplate(
@@ -140,8 +140,6 @@ def model_inference(retriever, question, llm):
         1. **Use Only the Provided Context** – Base your answer strictly on the given context. Do not infer or generate extra details.
         2. **Reject Invalid or Unrelated Questions** – If the question does not relate to the context, respond with: "The answer is not found in the context provided."
         3. **Ensure Context Relevance** – Answer only if the exact information exists in the context.
-        4. **No Hallucination** – Do not assume, summarize, or infer beyond what is explicitly stated.
-        5. **Concise and Relevant Answers** – Avoid redundancy. Provide only the most accurate response.
 
         Context:
         {context}