Spaces:
Sleeping
Sleeping
Update rag_service.py
Browse files- rag_service.py +20 -11
rag_service.py
CHANGED
|
@@ -113,19 +113,28 @@ class RAGService:
|
|
| 113 |
for text_element in docs_by_type["texts"]:
|
| 114 |
context_text += str(text_element)
|
| 115 |
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 126 |
|
| 127 |
prompt_content = [{"type": "text", "text": prompt_template}]
|
| 128 |
-
|
| 129 |
if len(docs_by_type["images"]) > 0:
|
| 130 |
for image in docs_by_type["images"]:
|
| 131 |
prompt_content.append(
|
|
|
|
| 113 |
for text_element in docs_by_type["texts"]:
|
| 114 |
context_text += str(text_element)
|
| 115 |
|
| 116 |
+
# If no relevant context found, make it fully general
|
| 117 |
+
if not context_text.strip():
|
| 118 |
+
prompt_template = f"""
|
| 119 |
+
You are a helpful AI assistant. Answer the following question:
|
| 120 |
+
Question: {user_question}
|
| 121 |
+
"""
|
| 122 |
+
else:
|
| 123 |
+
prompt_template = f"""
|
| 124 |
+
You are a helpful AI assistant. You have access to the following context from uploaded documents:
|
| 125 |
+
|
| 126 |
+
Context: {context_text}
|
| 127 |
+
|
| 128 |
+
Question: {user_question}
|
| 129 |
+
|
| 130 |
+
Instructions:
|
| 131 |
+
- If the question is related to the provided context, use that information to answer
|
| 132 |
+
- If the question is not related to the context or is a general query, answer based on your general knowledge
|
| 133 |
+
- Be clear about whether you're using the provided context or general knowledge in your response
|
| 134 |
+
"""
|
| 135 |
|
| 136 |
prompt_content = [{"type": "text", "text": prompt_template}]
|
| 137 |
+
|
| 138 |
if len(docs_by_type["images"]) > 0:
|
| 139 |
for image in docs_by_type["images"]:
|
| 140 |
prompt_content.append(
|