Spaces:
Build error
Build error
Update app.py
Browse files
app.py
CHANGED
|
@@ -14,6 +14,8 @@ if 'qa_system' not in st.session_state:
|
|
| 14 |
st.session_state.qa_system = None
|
| 15 |
if 'documents_initialized' not in st.session_state:
|
| 16 |
st.session_state.documents_initialized = False
|
|
|
|
|
|
|
| 17 |
|
| 18 |
def handle_doc_select():
|
| 19 |
st.session_state.current_chat = True
|
|
@@ -35,14 +37,27 @@ def display_chat_interface():
|
|
| 35 |
|
| 36 |
# Chat input
|
| 37 |
if prompt := st.chat_input("Ask about the RFPs..."):
|
|
|
|
| 38 |
st.session_state.chat_history.append(HumanMessage(content=prompt))
|
|
|
|
| 39 |
try:
|
| 40 |
with st.spinner("Analyzing documents..."):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 41 |
response = st.session_state.qa_system.invoke({
|
| 42 |
"input": prompt,
|
| 43 |
-
"chat_history":
|
| 44 |
})
|
|
|
|
|
|
|
| 45 |
st.session_state.chat_history.append(AIMessage(content=response["output"]))
|
|
|
|
| 46 |
except Exception as e:
|
| 47 |
st.error(f"Error generating response: {e}")
|
| 48 |
|
|
@@ -150,20 +165,33 @@ def main():
|
|
| 150 |
)
|
| 151 |
|
| 152 |
if uploaded_files:
|
| 153 |
-
|
| 154 |
-
|
| 155 |
-
|
| 156 |
-
|
| 157 |
-
|
| 158 |
-
|
| 159 |
-
|
| 160 |
-
|
| 161 |
-
|
| 162 |
-
)
|
| 163 |
-
|
| 164 |
-
|
| 165 |
-
|
| 166 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 167 |
display_knowledge_base(conn)
|
| 168 |
|
| 169 |
with col2:
|
|
|
|
| 14 |
st.session_state.qa_system = None
|
| 15 |
if 'documents_initialized' not in st.session_state:
|
| 16 |
st.session_state.documents_initialized = False
|
| 17 |
+
if 'processed_files' not in st.session_state:
|
| 18 |
+
st.session_state.processed_files = set()
|
| 19 |
|
| 20 |
def handle_doc_select():
|
| 21 |
st.session_state.current_chat = True
|
|
|
|
| 37 |
|
| 38 |
# Chat input
|
| 39 |
if prompt := st.chat_input("Ask about the RFPs..."):
|
| 40 |
+
# Add user message to chat history
|
| 41 |
st.session_state.chat_history.append(HumanMessage(content=prompt))
|
| 42 |
+
|
| 43 |
try:
|
| 44 |
with st.spinner("Analyzing documents..."):
|
| 45 |
+
# Convert chat history to the format expected by the QA system
|
| 46 |
+
formatted_history = []
|
| 47 |
+
for msg in st.session_state.chat_history[:-1]: # Exclude the current message
|
| 48 |
+
if isinstance(msg, HumanMessage):
|
| 49 |
+
formatted_history.append({"role": "user", "content": msg.content})
|
| 50 |
+
else:
|
| 51 |
+
formatted_history.append({"role": "assistant", "content": msg.content})
|
| 52 |
+
|
| 53 |
response = st.session_state.qa_system.invoke({
|
| 54 |
"input": prompt,
|
| 55 |
+
"chat_history": formatted_history
|
| 56 |
})
|
| 57 |
+
|
| 58 |
+
# Add AI response to chat history
|
| 59 |
st.session_state.chat_history.append(AIMessage(content=response["output"]))
|
| 60 |
+
|
| 61 |
except Exception as e:
|
| 62 |
st.error(f"Error generating response: {e}")
|
| 63 |
|
|
|
|
| 165 |
)
|
| 166 |
|
| 167 |
if uploaded_files:
|
| 168 |
+
# Filter out already processed files
|
| 169 |
+
new_files = [f for f in uploaded_files if f.name not in st.session_state.processed_files]
|
| 170 |
+
|
| 171 |
+
if new_files:
|
| 172 |
+
with st.spinner("Processing documents..."):
|
| 173 |
+
all_texts, document_names, document_pages = backend.upload_and_parse_documents(new_files)
|
| 174 |
+
if all_texts:
|
| 175 |
+
try:
|
| 176 |
+
with conn:
|
| 177 |
+
for doc, doc_name in zip(all_texts, document_names):
|
| 178 |
+
# Check if document already exists in database
|
| 179 |
+
cursor = conn.cursor()
|
| 180 |
+
cursor.execute("SELECT id FROM documents WHERE name = ?", (doc_name,))
|
| 181 |
+
existing_doc = cursor.fetchone()
|
| 182 |
+
|
| 183 |
+
if not existing_doc:
|
| 184 |
+
conn.execute(
|
| 185 |
+
"INSERT INTO documents (name, content) VALUES (?, ?)",
|
| 186 |
+
(doc_name, doc)
|
| 187 |
+
)
|
| 188 |
+
# Add to processed files set
|
| 189 |
+
st.session_state.processed_files.add(doc_name)
|
| 190 |
+
|
| 191 |
+
st.success(f"Successfully uploaded {len(new_files)} new documents!")
|
| 192 |
+
except Exception as e:
|
| 193 |
+
st.error(f"Error saving documents to database: {e}")
|
| 194 |
+
|
| 195 |
display_knowledge_base(conn)
|
| 196 |
|
| 197 |
with col2:
|