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Update app.py via AI Editor
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app.py
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@@ -12,6 +12,7 @@ from threading import Lock
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import tempfile
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import shutil
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import uuid
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import google.generativeai as genai
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@@ -33,7 +34,6 @@ MAX_OUTPUT_TOKENS = 65536
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SESSION_STORE = {}
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def get_session_id_from_cookie(cookie_str):
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# Parse a cookie string like "dash_session=abcd; something=xyz"
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if not cookie_str:
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return None
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for part in cookie_str.split(";"):
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@@ -42,13 +42,10 @@ def get_session_id_from_cookie(cookie_str):
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return None
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def get_session_id(session_id=None):
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# Always require session_id as input; never generate unless absent
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if session_id and session_id in SESSION_STORE:
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return session_id
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if session_id:
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-
# New session, not yet in store
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return session_id
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# Defensive fallback: generate a new session_id (should never hit this)
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sid = str(uuid.uuid4())
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return sid
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@@ -157,6 +154,39 @@ def gemini_generate_content(prompt, file_id=None, chat_input=None, file_ids=None
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logging.error("Error during Gemini generate_content: %s", e)
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return f"Error during Gemini completion: {e}"
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def save_shredded_as_docx(shredded_text, rfp_filename):
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doc = Document()
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doc.add_heading(f"Shredded Requirements for {rfp_filename}", 0)
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@@ -237,11 +267,11 @@ def process_document(sess_data, action, selected_filename=None, chat_input=None,
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prompt += doc_content
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result = gemini_generate_content(prompt, file_id=doc_fileid, chat_input=chat_input)
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if result and not result.startswith("Error"):
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-
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-
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-
sess_data["uploaded_documents"][
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sess_data["shredded_documents"][
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return result,
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else:
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return result, None, None, None, None
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@@ -268,11 +298,11 @@ def process_document(sess_data, action, selected_filename=None, chat_input=None,
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)
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result = gemini_generate_content(prompt, file_id=None, chat_input=None)
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if result and not result.startswith("Error"):
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-
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-
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-
sess_data["uploaded_documents"][
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sess_data["shredded_documents"][
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return result,
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else:
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return result, None, None, None, None
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@@ -298,11 +328,11 @@ def process_document(sess_data, action, selected_filename=None, chat_input=None,
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)
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result = gemini_generate_content(prompt, file_id=None, chat_input=None)
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if result and not result.startswith("Error"):
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-
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-
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sess_data["uploaded_documents"][
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sess_data["shredded_documents"][
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return result,
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else:
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return result, None, None, None, None
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@@ -402,12 +432,12 @@ def process_document(sess_data, action, selected_filename=None, chat_input=None,
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prompt += f"\n---\nProposal Document ({selected_proposal_filename}):\n{proposal_text}\n"
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result = gemini_generate_content(prompt, file_id=None, chat_input=chat_input)
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if result and not result.startswith("Error"):
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-
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sess_data["proposals"][
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sess_data["proposals_fileid"][
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-
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logging.info(f"LOE generated and saved as {
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return result, None, None,
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else:
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return result, None, None, None, None
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@@ -417,7 +447,7 @@ def get_documents_list(docdict, shreddedict):
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all_docs = {}
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for filename, text in docdict.items():
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all_docs[filename] = text
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-
for filename,
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if filename not in all_docs:
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all_docs[filename] = None
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if not all_docs:
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@@ -425,12 +455,16 @@ def get_documents_list(docdict, shreddedict):
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doc_list = []
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for filename in all_docs:
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truncated = truncate_filename(filename)
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-
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b64 = base64.b64encode(shreddedict[filename]).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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else:
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content = docdict.get(filename, "")
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b64 = base64.b64encode(content.encode('utf-8')).decode('utf-8')
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mime = "text/plain"
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download_link = html.A(
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truncated,
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@@ -453,14 +487,21 @@ def get_proposals_list(proposaldict):
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doc_list = []
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for filename in proposaldict:
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truncated = truncate_filename(filename)
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file_content = proposaldict[filename]
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try:
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if
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docx_bytes = save_loe_as_docx(file_content, filename)
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else:
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docx_bytes = save_proposal_as_docx(file_content, filename)
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-
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-
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except Exception:
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b64 = base64.b64encode(file_content.encode('utf-8')).decode('utf-8')
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mime = "text/plain"
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@@ -481,9 +522,9 @@ def get_proposals_list(proposaldict):
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app.layout = dbc.Container([
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dcc.Store(id='preview-window-state', data='expanded'),
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dcc.Store(id='session-id-store', storage_type='session'),
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html.Div(id='set-session-cookie', style={'display': 'none'}),
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dcc.Location(id='dummy-url', refresh=False),
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dbc.Row([
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dbc.Col([
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dbc.Card([
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children=html.Div(
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id="output-preview-container",
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children=html.Div(id="output-data-upload"),
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),
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style={"textAlign": "center"}
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)
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@@ -581,7 +627,6 @@ app.layout = dbc.Container([
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], style={'marginTop':'20px'})
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], fluid=True)
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# JS callback: Set session cookie and session-id-store on first page load if not present
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app.clientside_callback(
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"""
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function(n, dummy_url) {
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@@ -662,7 +707,6 @@ def master_callback(
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chat_input, cancel_clicks, preview_window_state,
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session_id
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):
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# Always get session_id from dcc.Store, never generate
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sid = get_session_id(session_id)
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sess_data = get_session_data(sid)
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ctx = callback_context
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try:
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if triggered_id == "shred-action-btn":
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action_name = "shred"
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result, generated_filename,
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output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
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elif triggered_id == "compliance-action-btn":
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action_name = "compliance"
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result, generated_filename,
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sess_data, action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, proposal_value
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)
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output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
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elif triggered_id == "board-action-btn":
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action_name = "virtual_board"
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result, generated_filename,
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sess_data, action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, proposal_value
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)
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output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
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output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
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elif triggered_id == "loe-action-btn":
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action_name = "loe"
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result, _, _, generated_filename,
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sess_data, action_name, None, chat_input, None, proposal_value
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)
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output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
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import tempfile
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import shutil
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import uuid
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import re
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import google.generativeai as genai
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SESSION_STORE = {}
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def get_session_id_from_cookie(cookie_str):
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if not cookie_str:
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return None
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for part in cookie_str.split(";"):
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return None
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def get_session_id(session_id=None):
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if session_id and session_id in SESSION_STORE:
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return session_id
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if session_id:
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return session_id
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sid = str(uuid.uuid4())
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return sid
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logging.error("Error during Gemini generate_content: %s", e)
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return f"Error during Gemini completion: {e}"
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def parse_markdown_table(md):
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lines = md.split('\n')
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table_lines = []
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in_table = False
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for l in lines:
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if l.strip().startswith('|') and l.strip().endswith('|'):
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table_lines.append(l.strip())
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in_table = True
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elif in_table and l.strip() == '':
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break
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if not table_lines:
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raise ValueError("No markdown table found")
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header = table_lines[0].strip('|').split('|')
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header = [h.strip() for h in header]
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rows = []
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for l in table_lines[2:]:
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r = [c.strip() for c in l.strip('|').split('|')]
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if len(r) == len(header):
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rows.append(r)
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df = pd.DataFrame(rows, columns=header)
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return df
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def save_markdown_as_xlsx(md_text, base_filename):
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try:
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df = parse_markdown_table(md_text)
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memf = io.BytesIO()
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df.to_excel(memf, index=False, engine='xlsxwriter')
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memf.seek(0)
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return memf.read()
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except Exception as e:
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logging.error(f"Failed to convert markdown to XLSX for {base_filename}: {e}")
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return None
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def save_shredded_as_docx(shredded_text, rfp_filename):
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doc = Document()
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doc.add_heading(f"Shredded Requirements for {rfp_filename}", 0)
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prompt += doc_content
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result = gemini_generate_content(prompt, file_id=doc_fileid, chat_input=chat_input)
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if result and not result.startswith("Error"):
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xlsx_bytes = save_markdown_as_xlsx(result, selected_filename)
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generated_xlsx_name = f"{os.path.splitext(selected_filename)[0]}_shredded.xlsx"
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sess_data["uploaded_documents"][generated_xlsx_name] = result
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sess_data["shredded_documents"][generated_xlsx_name] = xlsx_bytes
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return result, generated_xlsx_name, xlsx_bytes, None, None
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else:
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return result, None, None, None, None
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)
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result = gemini_generate_content(prompt, file_id=None, chat_input=None)
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if result and not result.startswith("Error"):
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xlsx_bytes = save_markdown_as_xlsx(result, selected_filename)
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compliance_xlsx_name = f"{os.path.splitext(selected_filename)[0]}_compliance_check.xlsx"
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sess_data["uploaded_documents"][compliance_xlsx_name] = result
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sess_data["shredded_documents"][compliance_xlsx_name] = xlsx_bytes
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return result, compliance_xlsx_name, xlsx_bytes, None, None
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else:
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return result, None, None, None, None
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)
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result = gemini_generate_content(prompt, file_id=None, chat_input=None)
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if result and not result.startswith("Error"):
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xlsx_bytes = save_markdown_as_xlsx(result, selected_filename)
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board_xlsx_name = f"{os.path.splitext(selected_filename)[0]}_evaluation_board.xlsx"
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sess_data["uploaded_documents"][board_xlsx_name] = result
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sess_data["shredded_documents"][board_xlsx_name] = xlsx_bytes
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return result, board_xlsx_name, xlsx_bytes, None, None
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else:
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return result, None, None, None, None
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prompt += f"\n---\nProposal Document ({selected_proposal_filename}):\n{proposal_text}\n"
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result = gemini_generate_content(prompt, file_id=None, chat_input=chat_input)
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if result and not result.startswith("Error"):
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loe_xlsx_name = f"{proposal_base_name}_loe.xlsx"
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sess_data["proposals"][loe_xlsx_name] = result
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sess_data["proposals_fileid"][loe_xlsx_name] = None
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xlsx_bytes = save_markdown_as_xlsx(result, proposal_base_name)
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logging.info(f"LOE generated and saved as {loe_xlsx_name}")
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return result, None, None, loe_xlsx_name, xlsx_bytes
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else:
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return result, None, None, None, None
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all_docs = {}
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for filename, text in docdict.items():
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all_docs[filename] = text
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for filename, doc_bytes in shreddedict.items():
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if filename not in all_docs:
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all_docs[filename] = None
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if not all_docs:
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doc_list = []
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for filename in all_docs:
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truncated = truncate_filename(filename)
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ext = filename.lower().split('.')[-1]
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if ext == "xlsx" and filename in shreddedict:
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b64 = base64.b64encode(shreddedict[filename]).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
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elif ext == "docx" and filename in shreddedict:
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b64 = base64.b64encode(shreddedict[filename]).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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else:
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content = docdict.get(filename, "")
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b64 = base64.b64encode((content.encode('utf-8') if isinstance(content, str) else b"")).decode('utf-8')
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mime = "text/plain"
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download_link = html.A(
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truncated,
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doc_list = []
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for filename in proposaldict:
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truncated = truncate_filename(filename)
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ext = filename.lower().split('.')[-1]
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file_content = proposaldict[filename]
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try:
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if ext == "xlsx":
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from io import BytesIO
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b64 = base64.b64encode(save_markdown_as_xlsx(file_content, filename)).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
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elif filename.lower().endswith('_loe.docx'):
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docx_bytes = save_loe_as_docx(file_content, filename)
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b64 = base64.b64encode(docx_bytes).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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else:
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docx_bytes = save_proposal_as_docx(file_content, filename)
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b64 = base64.b64encode(docx_bytes).decode('utf-8')
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mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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except Exception:
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b64 = base64.b64encode(file_content.encode('utf-8')).decode('utf-8')
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mime = "text/plain"
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app.layout = dbc.Container([
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dcc.Store(id='preview-window-state', data='expanded'),
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dcc.Store(id='session-id-store', storage_type='session'),
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html.Div(id='set-session-cookie', style={'display': 'none'}),
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dcc.Location(id='dummy-url', refresh=False),
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dbc.Row([
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dbc.Col([
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dbc.Card([
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children=html.Div(
|
| 614 |
id="output-preview-container",
|
| 615 |
children=html.Div(id="output-data-upload"),
|
| 616 |
+
style={
|
| 617 |
+
"height": "300px", # Adjust this value as needed to triple the original height
|
| 618 |
+
"overflowY": "auto", # Adds vertical scrollbar when content exceeds height
|
| 619 |
+
"overflowX": "auto", # Adds horizontal scrollbar if needed
|
| 620 |
+
}
|
| 621 |
),
|
| 622 |
style={"textAlign": "center"}
|
| 623 |
)
|
|
|
|
| 627 |
], style={'marginTop':'20px'})
|
| 628 |
], fluid=True)
|
| 629 |
|
|
|
|
| 630 |
app.clientside_callback(
|
| 631 |
"""
|
| 632 |
function(n, dummy_url) {
|
|
|
|
| 707 |
chat_input, cancel_clicks, preview_window_state,
|
| 708 |
session_id
|
| 709 |
):
|
|
|
|
| 710 |
sid = get_session_id(session_id)
|
| 711 |
sess_data = get_session_data(sid)
|
| 712 |
ctx = callback_context
|
|
|
|
| 837 |
try:
|
| 838 |
if triggered_id == "shred-action-btn":
|
| 839 |
action_name = "shred"
|
| 840 |
+
result, generated_filename, generated_xlsx_bytes, _, _ = process_document(sess_data, action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, None)
|
| 841 |
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 842 |
elif triggered_id == "compliance-action-btn":
|
| 843 |
action_name = "compliance"
|
| 844 |
+
result, generated_filename, generated_xlsx_bytes, _, _ = process_document(
|
| 845 |
sess_data, action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, proposal_value
|
| 846 |
)
|
| 847 |
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 848 |
elif triggered_id == "board-action-btn":
|
| 849 |
action_name = "virtual_board"
|
| 850 |
+
result, generated_filename, generated_xlsx_bytes, _, _ = process_document(
|
| 851 |
sess_data, action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, proposal_value
|
| 852 |
)
|
| 853 |
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
|
|
|
| 866 |
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 867 |
elif triggered_id == "loe-action-btn":
|
| 868 |
action_name = "loe"
|
| 869 |
+
result, _, _, generated_filename, generated_xlsx_bytes = process_document(
|
| 870 |
sess_data, action_name, None, chat_input, None, proposal_value
|
| 871 |
)
|
| 872 |
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|