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Update app.py via AI Editor
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app.py
CHANGED
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@@ -30,10 +30,9 @@ MAX_OUTPUT_TOKENS = 65536
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uploaded_documents = {}
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uploaded_documents_fileid = {}
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-
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-
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shredded_documents = {}
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shredded_document = None
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generated_response = None
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gemini_lock = Lock()
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@@ -143,14 +142,14 @@ def save_compliance_as_docx(compliance_text, rfp_filename):
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memf.seek(0)
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return memf.read()
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def process_document(action, selected_filename=None, chat_input=None, rfp_decoded_bytes=None,
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global
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logging.info(f"Process document called with action: {action}")
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doc_content = None
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doc_fileid = None
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if action in ["shred", "
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if selected_filename and selected_filename in uploaded_documents:
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doc_content = uploaded_documents[selected_filename]
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doc_fileid = uploaded_documents_fileid.get(selected_filename)
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@@ -165,7 +164,7 @@ def process_document(action, selected_filename=None, chat_input=None, rfp_decode
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if action == 'shred':
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if not doc_content:
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logging.warning("No uploaded document found for shredding.")
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return "No document uploaded.", None, None, None
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prompt = (
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"Analyze the following RFP/PWS/SOW/RFI and generate a requirements spreadsheet. Return ONLY the markdown spreadsheet and NOTHING else"
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"Identify requirements by action words like 'shall', 'will', 'perform', etc. Also analye the document and put a column for recommended win theme for each requirement identified. Organize by PWS section and requirement. "
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@@ -175,21 +174,53 @@ def process_document(action, selected_filename=None, chat_input=None, rfp_decode
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prompt += f"User additional instructions: {chat_input}\n"
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prompt += f"\nFile Name: {selected_filename}\n\n"
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result = gemini_generate_content(prompt, file_id=doc_fileid, chat_input=chat_input)
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shredded_document = result
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if result and not result.startswith("Error"):
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docx_bytes = save_shredded_as_docx(result, selected_filename)
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generated_docx_name = f"{os.path.splitext(selected_filename)[0]}_shredded.docx"
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shredded_documents[generated_docx_name] = docx_bytes
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uploaded_documents[generated_docx_name] = result
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return result, None, generated_docx_name, result
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else:
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return result, None, None,
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elif action == 'proposal':
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if not doc_content:
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logging.warning("No RFP/SOW/PWS/RFI document selected for proposal action.")
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return "No RFP/SOW/PWS/RFI document selected.", None, None, None
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rfp_filename = selected_filename
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rfp_fileid = uploaded_documents_fileid.get(selected_filename)
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if not rfp_fileid and rfp_decoded_bytes is not None:
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@@ -215,67 +246,36 @@ def process_document(action, selected_filename=None, chat_input=None, rfp_decode
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if result and not result.startswith("Error"):
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docx_bytes = save_proposal_as_docx(result, rfp_filename)
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generated_docx_name = f"{os.path.splitext(rfp_filename)[0]}_proposal.docx"
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-
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-
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return result, None, generated_docx_name,
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else:
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return result, None, None, result
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-
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elif action == 'compliance':
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if not selected_generated_filename or selected_generated_filename not in uploaded_proposals:
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return "No generated document selected for compliance.", None, None, None
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if not selected_filename or selected_filename not in uploaded_documents:
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return "No RFP/SOW/PWS/RFI document selected for compliance.", None, None, None
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-
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rfp_text = uploaded_documents[selected_filename]
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proposal_text = uploaded_proposals[selected_generated_filename]
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logging.info(f"Compliance check: comparing proposal [{selected_generated_filename}] to RFP [{selected_filename}]")
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prompt = (
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"You are a proposal compliance expert. Use the following RFP/SOW/PWS/RFI and the generated proposal response. "
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"Compare the proposal to the RFP requirements and win themes. "
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"For each PWS section/requirement, determine if the proposal fully, partially, or does not address the requirement and win theme. "
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"For each, give a finding and a recommendation to recover for compliance or to strengthen the response. "
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"Return ONLY a markdown table (NO comments, NO intro, NO outro, NO summary) with the following columns: "
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"| PWS Section Number | Section Name | Requirement Description | Finding | Recommendation to Recover for Compliance |. "
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"Be concise and focus on actionable compliance gaps. Only the table, nothing else.\n\n"
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f"---\nRFP/SOW/PWS/RFI ({selected_filename}):\n{rfp_text}\n"
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"---\nGenerated Proposal Document:\n"
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f"{proposal_text}\n"
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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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docx_bytes = save_compliance_as_docx(result, selected_filename)
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compliance_docx_name = f"{os.path.splitext(selected_filename)[0]}_compliance_check.docx"
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uploaded_documents[compliance_docx_name] = result
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shredded_documents[compliance_docx_name] = docx_bytes
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return result, None, compliance_docx_name, result
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else:
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return result, None, None,
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elif action == 'recover':
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return "Recovery not implemented yet.", None, None, None
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elif action == 'board':
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return "Virtual board not implemented yet.", None, None, None
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elif action == 'loe':
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return "LOE estimation not implemented yet.", None, None, None
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return "Action not implemented yet.", None, None, None
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-
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def
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doc_list = []
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for filename in
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b64 = base64.b64encode(file_content.encode('utf-8')).decode('utf-8')
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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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download_link = html.A(
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filename,
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href=f"data:{mime};base64,{b64}",
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@@ -286,44 +286,24 @@ def get_uploaded_doc_list(docdict):
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doc_list.append(
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dbc.ListGroupItem([
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download_link,
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dbc.Button("Delete", id={'type': 'delete-doc-btn', 'index': filename, 'group': '
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], className="d-flex justify-content-between align-items-center")
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)
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return dbc.ListGroup(doc_list, flush=True)
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def
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if not
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return html.Div("No
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doc_list = []
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for filename in
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download_link = html.A(
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filename,
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href=f"data:application/vnd.openxmlformats-officedocument.wordprocessingml.document;base64,{b64}",
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download=filename,
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target="_blank",
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style={"wordWrap": "break-word", "marginRight": "10px", "textDecoration": "underline"}
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)
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doc_list.append(
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dbc.ListGroupItem([
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download_link,
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dbc.Button("Delete", id={'type': 'delete-shredded-btn', 'index': filename, 'group': 'shredded'}, size="sm", color="danger", className="float-end ms-2")
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], className="d-flex justify-content-between align-items-center")
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)
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return dbc.ListGroup(doc_list, flush=True)
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def get_uploaded_proposal_list(docdict):
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if not docdict:
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return html.Div("No proposal documents uploaded.", style={"wordWrap": "break-word"})
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doc_list = []
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for filename in docdict:
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file_content = docdict[filename]
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mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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try:
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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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except Exception:
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b64 = base64.b64encode(file_content.encode('utf-8')).decode('utf-8')
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download_link = html.A(
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filename,
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href=f"data:{mime};base64,{b64}",
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@@ -343,17 +323,8 @@ app.layout = dbc.Container([
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dbc.Row([
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dbc.Col([
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dbc.Card([
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dbc.CardHeader(html.H5("
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dbc.CardBody([
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html.H6("Uploaded Documents"),
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html.Div(get_uploaded_doc_list(uploaded_documents), id='uploaded-doc-list'),
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dcc.Dropdown(
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id='select-document-dropdown',
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options=[{'label': fn, 'value': fn} for fn in uploaded_documents.keys()],
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placeholder="Select a document to work with",
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value=next(iter(uploaded_documents), None),
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style={"marginBottom": "10px"}
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),
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dcc.Upload(
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id='upload-document',
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children=html.Div([
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@@ -372,23 +343,19 @@ app.layout = dbc.Container([
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},
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multiple=False
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),
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html.
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])
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], className="mb-3"),
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dbc.Card([
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dbc.CardHeader(html.H5("
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dbc.CardBody([
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html.H6("Generated Proposals"),
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html.Div(get_uploaded_proposal_list(uploaded_proposals), id='uploaded-proposal-list'),
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dcc.Dropdown(
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id='select-proposal-dropdown',
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options=[{'label': fn, 'value': fn} for fn in uploaded_proposals.keys()],
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placeholder="Select a proposal document",
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value=next(iter(uploaded_proposals), None),
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style={"marginBottom": "10px"}
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),
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dcc.Upload(
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id='upload-proposal',
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children=html.Div([
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@@ -406,7 +373,15 @@ app.layout = dbc.Container([
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'margin': '10px'
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},
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multiple=False
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)
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])
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], className="mb-3"),
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], style={'minWidth': '260px', 'width':'30vw','maxWidth':'30vw'}, width=3),
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@@ -441,11 +416,10 @@ app.layout = dbc.Container([
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@app.callback(
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Output('output-data-upload', 'children'),
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Output('
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Output('select-document-dropdown', 'options'),
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Output('select-document-dropdown', 'value'),
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Output('
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Output('uploaded-proposal-list', 'children'),
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Output('select-proposal-dropdown', 'options'),
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Output('select-proposal-dropdown', 'value'),
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[
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@@ -454,14 +428,12 @@ app.layout = dbc.Container([
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Input('compliance-action-btn', 'n_clicks'),
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Input('upload-document', 'contents'),
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State('upload-document', 'filename'),
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Input({'type': 'delete-doc-btn', 'index': ALL, 'group': '
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State('select-document-dropdown', 'value'),
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Input('upload-proposal', 'contents'),
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State('upload-proposal', 'filename'),
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Input({'type': 'delete-proposal-btn', 'index': ALL, 'group': 'proposal'}, 'n_clicks'),
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State('select-proposal-dropdown', 'value'),
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Input({'type': 'delete-shredded-btn', 'index': ALL, 'group': 'shredded'}, 'n_clicks'),
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State('shredded-doc-list', 'children'),
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State('chat-input', 'value'),
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Input('cancel-action-btn', 'n_clicks')
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],
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)
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def master_callback(
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shred_clicks, proposal_clicks, compliance_clicks,
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rfp_content, rfp_filename,
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proposal_content, proposal_filename, proposal_delete_clicks, selected_proposal,
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shredded_delete_clicks, shredded_doc_children,
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chat_input, cancel_clicks
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):
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ctx = callback_context
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except Exception:
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return []
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-
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rfp_delete_clicks = safe_get_n_clicks(ctx, 5)
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proposal_delete_clicks = safe_get_n_clicks(ctx, 9)
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shredded_delete_clicks = safe_get_n_clicks(ctx, 11)
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-
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uploaded_rfp_decoded_bytes = None
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global gemini_lock
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output_data_upload = html.Div("[Cancelled by user]\n", style={"wordWrap": "break-word"})
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doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
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doc_value = selected_doc if selected_doc in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
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proposal_value = selected_proposal if selected_proposal in uploaded_proposals else (next(iter(uploaded_proposals), None) if uploaded_proposals else None)
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return (
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output_data_upload,
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-
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uploaded_proposal_list, proposal_options, proposal_value
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)
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if triggered_id == 'upload-document' and rfp_content is not None and rfp_filename:
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logging.info(f"Document uploaded: {rfp_filename}")
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else:
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logging.error(f"Failed to decode uploaded document: {rfp_filename}")
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upload_triggered = True
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if triggered_id == 'upload-proposal' and proposal_content is not None and proposal_filename:
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content_type, content_string = proposal_content.split(',')
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if proposal_filename.lower().endswith(('.pdf', '.docx', '.xlsx', '.xls')):
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fileid = upload_to_gemini_file(decoded, proposal_filename)
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if text is not None:
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-
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if fileid:
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logging.info(f"Proposal uploaded: {proposal_filename}")
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else:
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logging.error(f"Failed to decode uploaded proposal: {proposal_filename}")
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upload_triggered = True
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if triggered_id and isinstance(
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for i, n_click in enumerate(
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if n_click:
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btn_id = ctx.inputs_list[5][i]['id']
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del_filename = btn_id['index']
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logging.warning(f"Failed to delete Gemini file {del_filename}: {e}")
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del uploaded_documents_fileid[del_filename]
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logging.info(f"Document deleted: {del_filename}")
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-
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-
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-
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-
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if triggered_id and isinstance(proposal_delete_clicks, list):
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for i, n_click in enumerate(proposal_delete_clicks):
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if n_click:
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btn_id = ctx.inputs_list[9][i]['id']
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del_filename = btn_id['index']
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if del_filename in
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del
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if del_filename in
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try:
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genai.delete_file(
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except Exception as e:
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logging.warning(f"Failed to delete Gemini proposal file {del_filename}: {e}")
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del
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logging.info(f"Proposal deleted: {del_filename}")
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-
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upload_triggered = True
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break
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-
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if triggered_id and isinstance(shredded_delete_clicks, list):
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for i, n_click in enumerate(shredded_delete_clicks):
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if n_click:
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btn_id = ctx.inputs_list[11][i]['id']
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del_filename = btn_id['index']
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if del_filename in shredded_documents:
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del shredded_documents[del_filename]
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logging.info(f"Shredded doc deleted: {del_filename}")
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upload_triggered = True
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break
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doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
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doc_value = selected_doc if selected_doc in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 596 |
-
|
| 597 |
-
|
| 598 |
-
|
| 599 |
-
|
| 600 |
-
proposal_value = selected_proposal if selected_proposal in uploaded_proposals else (next(iter(uploaded_proposals), None) if uploaded_proposals else None)
|
| 601 |
|
| 602 |
output_data_upload = html.Div("No action taken yet.", style={"wordWrap": "break-word"})
|
| 603 |
|
| 604 |
-
if triggered_id in ['shred-action-btn', '
|
| 605 |
got_lock = gemini_lock.acquire(blocking=False)
|
| 606 |
if not got_lock:
|
| 607 |
output_data_upload = html.Div("Another Gemini operation is in progress. Please wait or cancel.", style={"wordWrap": "break-word"})
|
| 608 |
return (
|
| 609 |
output_data_upload,
|
| 610 |
-
|
| 611 |
-
|
| 612 |
-
uploaded_proposal_list, proposal_options, proposal_value
|
| 613 |
)
|
| 614 |
try:
|
| 615 |
-
|
| 616 |
-
|
| 617 |
-
|
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|
| 618 |
finally:
|
| 619 |
gemini_lock.release()
|
| 620 |
doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
|
| 621 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 622 |
-
proposal_options = [{'label': fn, 'value': fn} for fn in
|
| 623 |
-
proposal_value = proposal_value if proposal_value in
|
| 624 |
-
|
| 625 |
-
|
| 626 |
-
uploaded_proposal_list = get_uploaded_proposal_list(uploaded_proposals)
|
| 627 |
return (
|
| 628 |
output_data_upload,
|
| 629 |
-
|
| 630 |
-
|
| 631 |
-
uploaded_proposal_list, proposal_options, proposal_value
|
| 632 |
)
|
| 633 |
|
| 634 |
-
if
|
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|
| 635 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 636 |
-
|
| 637 |
-
|
|
|
|
|
|
|
| 638 |
return (
|
| 639 |
output_data_upload,
|
| 640 |
-
|
| 641 |
-
|
| 642 |
-
uploaded_proposal_list, proposal_options, proposal_value
|
| 643 |
)
|
| 644 |
|
| 645 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 646 |
-
proposal_value = proposal_value if proposal_value in
|
| 647 |
return (
|
| 648 |
output_data_upload,
|
| 649 |
-
|
| 650 |
-
|
| 651 |
-
uploaded_proposal_list, proposal_options, proposal_value
|
| 652 |
)
|
| 653 |
|
| 654 |
if __name__ == '__main__':
|
|
|
|
| 30 |
|
| 31 |
uploaded_documents = {}
|
| 32 |
uploaded_documents_fileid = {}
|
| 33 |
+
proposals = {}
|
| 34 |
+
proposals_fileid = {}
|
| 35 |
shredded_documents = {}
|
|
|
|
| 36 |
generated_response = None
|
| 37 |
|
| 38 |
gemini_lock = Lock()
|
|
|
|
| 142 |
memf.seek(0)
|
| 143 |
return memf.read()
|
| 144 |
|
| 145 |
+
def process_document(action, selected_filename=None, chat_input=None, rfp_decoded_bytes=None, selected_proposal_filename=None):
|
| 146 |
+
global generated_response
|
| 147 |
|
| 148 |
logging.info(f"Process document called with action: {action}")
|
| 149 |
|
| 150 |
doc_content = None
|
| 151 |
doc_fileid = None
|
| 152 |
+
if action in ["shred", "compliance", "virtual_board"]:
|
| 153 |
if selected_filename and selected_filename in uploaded_documents:
|
| 154 |
doc_content = uploaded_documents[selected_filename]
|
| 155 |
doc_fileid = uploaded_documents_fileid.get(selected_filename)
|
|
|
|
| 164 |
if action == 'shred':
|
| 165 |
if not doc_content:
|
| 166 |
logging.warning("No uploaded document found for shredding.")
|
| 167 |
+
return "No document uploaded.", None, None, None, None
|
| 168 |
prompt = (
|
| 169 |
"Analyze the following RFP/PWS/SOW/RFI and generate a requirements spreadsheet. Return ONLY the markdown spreadsheet and NOTHING else"
|
| 170 |
"Identify requirements by action words like 'shall', 'will', 'perform', etc. Also analye the document and put a column for recommended win theme for each requirement identified. Organize by PWS section and requirement. "
|
|
|
|
| 174 |
prompt += f"User additional instructions: {chat_input}\n"
|
| 175 |
prompt += f"\nFile Name: {selected_filename}\n\n"
|
| 176 |
result = gemini_generate_content(prompt, file_id=doc_fileid, chat_input=chat_input)
|
|
|
|
| 177 |
if result and not result.startswith("Error"):
|
| 178 |
docx_bytes = save_shredded_as_docx(result, selected_filename)
|
| 179 |
generated_docx_name = f"{os.path.splitext(selected_filename)[0]}_shredded.docx"
|
| 180 |
+
uploaded_documents[generated_docx_name] = result
|
| 181 |
shredded_documents[generated_docx_name] = docx_bytes
|
| 182 |
+
return result, generated_docx_name, docx_bytes, None, None
|
|
|
|
|
|
|
| 183 |
else:
|
| 184 |
+
return result, None, None, None, None
|
| 185 |
+
|
| 186 |
+
elif action == 'compliance':
|
| 187 |
+
if not selected_proposal_filename or selected_proposal_filename not in proposals:
|
| 188 |
+
return "No proposal document selected for compliance.", None, None, None, None
|
| 189 |
+
if not selected_filename or selected_filename not in uploaded_documents:
|
| 190 |
+
return "No RFP/SOW/PWS/RFI document selected for compliance.", None, None, None, None
|
| 191 |
+
|
| 192 |
+
rfp_text = uploaded_documents[selected_filename]
|
| 193 |
+
proposal_text = proposals[selected_proposal_filename]
|
| 194 |
+
logging.info(f"Compliance check: comparing proposal [{selected_proposal_filename}] to RFP [{selected_filename}]")
|
| 195 |
+
prompt = (
|
| 196 |
+
"You are a proposal compliance expert. Use the following RFP/SOW/PWS/RFI and the generated proposal response. "
|
| 197 |
+
"Compare the proposal to the RFP requirements and win themes. "
|
| 198 |
+
"For each PWS section/requirement, determine if the proposal fully, partially, or does not address the requirement and win theme. "
|
| 199 |
+
"For each, give a finding and a recommendation to recover for compliance or to strengthen the response. "
|
| 200 |
+
"Return ONLY a markdown table (NO comments, NO intro, NO outro, NO summary) with the following columns: "
|
| 201 |
+
"| PWS Section Number | Section Name | Requirement Description | Finding | Recommendation to Recover for Compliance |. "
|
| 202 |
+
"Be concise and focus on actionable compliance gaps. Only the table, nothing else.\n\n"
|
| 203 |
+
f"---\nRFP/SOW/PWS/RFI ({selected_filename}):\n{rfp_text}\n"
|
| 204 |
+
"---\nGenerated Proposal Document:\n"
|
| 205 |
+
f"{proposal_text}\n"
|
| 206 |
+
)
|
| 207 |
+
result = gemini_generate_content(prompt, file_id=None, chat_input=None)
|
| 208 |
+
if result and not result.startswith("Error"):
|
| 209 |
+
docx_bytes = save_compliance_as_docx(result, selected_filename)
|
| 210 |
+
compliance_docx_name = f"{os.path.splitext(selected_filename)[0]}_compliance_check.docx"
|
| 211 |
+
uploaded_documents[compliance_docx_name] = result
|
| 212 |
+
shredded_documents[compliance_docx_name] = docx_bytes
|
| 213 |
+
return result, compliance_docx_name, docx_bytes, None, None
|
| 214 |
+
else:
|
| 215 |
+
return result, None, None, None, None
|
| 216 |
+
|
| 217 |
+
elif action == 'virtual_board':
|
| 218 |
+
return "Virtual board not implemented yet.", None, None, None, None
|
| 219 |
|
| 220 |
elif action == 'proposal':
|
| 221 |
if not doc_content:
|
| 222 |
logging.warning("No RFP/SOW/PWS/RFI document selected for proposal action.")
|
| 223 |
+
return "No RFP/SOW/PWS/RFI document selected.", None, None, None, None
|
| 224 |
rfp_filename = selected_filename
|
| 225 |
rfp_fileid = uploaded_documents_fileid.get(selected_filename)
|
| 226 |
if not rfp_fileid and rfp_decoded_bytes is not None:
|
|
|
|
| 246 |
if result and not result.startswith("Error"):
|
| 247 |
docx_bytes = save_proposal_as_docx(result, rfp_filename)
|
| 248 |
generated_docx_name = f"{os.path.splitext(rfp_filename)[0]}_proposal.docx"
|
| 249 |
+
proposals[generated_docx_name] = result
|
| 250 |
+
proposals_fileid[generated_docx_name] = None
|
| 251 |
+
return result, None, None, generated_docx_name, docx_bytes
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 252 |
else:
|
| 253 |
+
return result, None, None, None, None
|
| 254 |
|
| 255 |
elif action == 'recover':
|
| 256 |
+
return "Recovery not implemented yet.", None, None, None, None
|
|
|
|
|
|
|
| 257 |
elif action == 'loe':
|
| 258 |
+
return "LOE estimation not implemented yet.", None, None, None, None
|
| 259 |
+
return "Action not implemented yet.", None, None, None, None
|
| 260 |
+
|
| 261 |
+
def get_documents_list(docdict, shreddedict):
|
| 262 |
+
all_docs = {}
|
| 263 |
+
for filename, text in docdict.items():
|
| 264 |
+
all_docs[filename] = text
|
| 265 |
+
for filename, docx_bytes in shreddedict.items():
|
| 266 |
+
if filename not in all_docs:
|
| 267 |
+
all_docs[filename] = None
|
| 268 |
+
if not all_docs:
|
| 269 |
+
return html.Div("No documents uploaded or generated.", style={"wordWrap": "break-word"})
|
| 270 |
doc_list = []
|
| 271 |
+
for filename in all_docs:
|
| 272 |
+
if filename.lower().endswith('.docx') and filename in shreddedict:
|
| 273 |
+
b64 = base64.b64encode(shreddedict[filename]).decode('utf-8')
|
| 274 |
+
mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
|
| 275 |
+
else:
|
| 276 |
+
content = docdict.get(filename, "")
|
| 277 |
+
b64 = base64.b64encode(content.encode('utf-8')).decode('utf-8')
|
| 278 |
+
mime = "text/plain"
|
|
|
|
|
|
|
|
|
|
| 279 |
download_link = html.A(
|
| 280 |
filename,
|
| 281 |
href=f"data:{mime};base64,{b64}",
|
|
|
|
| 286 |
doc_list.append(
|
| 287 |
dbc.ListGroupItem([
|
| 288 |
download_link,
|
| 289 |
+
dbc.Button("Delete", id={'type': 'delete-doc-btn', 'index': filename, 'group': 'doc'}, size="sm", color="danger", className="float-end ms-2")
|
| 290 |
], className="d-flex justify-content-between align-items-center")
|
| 291 |
)
|
| 292 |
return dbc.ListGroup(doc_list, flush=True)
|
| 293 |
|
| 294 |
+
def get_proposals_list(proposaldict):
|
| 295 |
+
if not proposaldict:
|
| 296 |
+
return html.Div("No proposals uploaded or generated.", style={"wordWrap": "break-word"})
|
| 297 |
doc_list = []
|
| 298 |
+
for filename in proposaldict:
|
| 299 |
+
file_content = proposaldict[filename]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 300 |
try:
|
| 301 |
docx_bytes = save_proposal_as_docx(file_content, filename)
|
| 302 |
b64 = base64.b64encode(docx_bytes).decode('utf-8')
|
| 303 |
+
mime = "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
|
| 304 |
except Exception:
|
| 305 |
b64 = base64.b64encode(file_content.encode('utf-8')).decode('utf-8')
|
| 306 |
+
mime = "text/plain"
|
| 307 |
download_link = html.A(
|
| 308 |
filename,
|
| 309 |
href=f"data:{mime};base64,{b64}",
|
|
|
|
| 323 |
dbc.Row([
|
| 324 |
dbc.Col([
|
| 325 |
dbc.Card([
|
| 326 |
+
dbc.CardHeader(html.H5("Documents")),
|
| 327 |
dbc.CardBody([
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 328 |
dcc.Upload(
|
| 329 |
id='upload-document',
|
| 330 |
children=html.Div([
|
|
|
|
| 343 |
},
|
| 344 |
multiple=False
|
| 345 |
),
|
| 346 |
+
html.Div(id='documents-list', children=get_documents_list(uploaded_documents, shredded_documents)),
|
| 347 |
+
dcc.Dropdown(
|
| 348 |
+
id='select-document-dropdown',
|
| 349 |
+
options=[{'label': fn, 'value': fn} for fn in uploaded_documents.keys()],
|
| 350 |
+
placeholder="Select a document to work with",
|
| 351 |
+
value=next(iter(uploaded_documents), None),
|
| 352 |
+
style={"marginBottom": "10px"}
|
| 353 |
+
),
|
| 354 |
])
|
| 355 |
], className="mb-3"),
|
| 356 |
dbc.Card([
|
| 357 |
+
dbc.CardHeader(html.H5("Proposals")),
|
| 358 |
dbc.CardBody([
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 359 |
dcc.Upload(
|
| 360 |
id='upload-proposal',
|
| 361 |
children=html.Div([
|
|
|
|
| 373 |
'margin': '10px'
|
| 374 |
},
|
| 375 |
multiple=False
|
| 376 |
+
),
|
| 377 |
+
html.Div(id='proposals-list', children=get_proposals_list(proposals)),
|
| 378 |
+
dcc.Dropdown(
|
| 379 |
+
id='select-proposal-dropdown',
|
| 380 |
+
options=[{'label': fn, 'value': fn} for fn in proposals.keys()],
|
| 381 |
+
placeholder="Select a proposal document",
|
| 382 |
+
value=next(iter(proposals), None),
|
| 383 |
+
style={"marginBottom": "10px"}
|
| 384 |
+
),
|
| 385 |
])
|
| 386 |
], className="mb-3"),
|
| 387 |
], style={'minWidth': '260px', 'width':'30vw','maxWidth':'30vw'}, width=3),
|
|
|
|
| 416 |
|
| 417 |
@app.callback(
|
| 418 |
Output('output-data-upload', 'children'),
|
| 419 |
+
Output('documents-list', 'children'),
|
| 420 |
Output('select-document-dropdown', 'options'),
|
| 421 |
Output('select-document-dropdown', 'value'),
|
| 422 |
+
Output('proposals-list', 'children'),
|
|
|
|
| 423 |
Output('select-proposal-dropdown', 'options'),
|
| 424 |
Output('select-proposal-dropdown', 'value'),
|
| 425 |
[
|
|
|
|
| 428 |
Input('compliance-action-btn', 'n_clicks'),
|
| 429 |
Input('upload-document', 'contents'),
|
| 430 |
State('upload-document', 'filename'),
|
| 431 |
+
Input({'type': 'delete-doc-btn', 'index': ALL, 'group': 'doc'}, 'n_clicks'),
|
| 432 |
State('select-document-dropdown', 'value'),
|
| 433 |
Input('upload-proposal', 'contents'),
|
| 434 |
State('upload-proposal', 'filename'),
|
| 435 |
Input({'type': 'delete-proposal-btn', 'index': ALL, 'group': 'proposal'}, 'n_clicks'),
|
| 436 |
State('select-proposal-dropdown', 'value'),
|
|
|
|
|
|
|
| 437 |
State('chat-input', 'value'),
|
| 438 |
Input('cancel-action-btn', 'n_clicks')
|
| 439 |
],
|
|
|
|
| 441 |
)
|
| 442 |
def master_callback(
|
| 443 |
shred_clicks, proposal_clicks, compliance_clicks,
|
| 444 |
+
rfp_content, rfp_filename, doc_delete_clicks, selected_doc,
|
| 445 |
proposal_content, proposal_filename, proposal_delete_clicks, selected_proposal,
|
|
|
|
| 446 |
chat_input, cancel_clicks
|
| 447 |
):
|
| 448 |
ctx = callback_context
|
|
|
|
| 454 |
except Exception:
|
| 455 |
return []
|
| 456 |
|
| 457 |
+
doc_delete_clicks = safe_get_n_clicks(ctx, 5)
|
|
|
|
|
|
|
| 458 |
proposal_delete_clicks = safe_get_n_clicks(ctx, 9)
|
|
|
|
|
|
|
| 459 |
uploaded_rfp_decoded_bytes = None
|
| 460 |
|
| 461 |
global gemini_lock
|
|
|
|
| 464 |
output_data_upload = html.Div("[Cancelled by user]\n", style={"wordWrap": "break-word"})
|
| 465 |
doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
|
| 466 |
doc_value = selected_doc if selected_doc in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 467 |
+
proposals_list = get_proposals_list(proposals)
|
| 468 |
+
proposal_options = [{'label': fn, 'value': fn} for fn in proposals.keys()]
|
| 469 |
+
proposal_value = selected_proposal if selected_proposal in proposals else (next(iter(proposals), None) if proposals else None)
|
| 470 |
+
documents_list = get_documents_list(uploaded_documents, shredded_documents)
|
|
|
|
| 471 |
return (
|
| 472 |
output_data_upload,
|
| 473 |
+
documents_list, doc_options, doc_value,
|
| 474 |
+
proposals_list, proposal_options, proposal_value
|
|
|
|
| 475 |
)
|
| 476 |
|
| 477 |
if triggered_id == 'upload-document' and rfp_content is not None and rfp_filename:
|
|
|
|
| 489 |
logging.info(f"Document uploaded: {rfp_filename}")
|
| 490 |
else:
|
| 491 |
logging.error(f"Failed to decode uploaded document: {rfp_filename}")
|
|
|
|
| 492 |
|
| 493 |
if triggered_id == 'upload-proposal' and proposal_content is not None and proposal_filename:
|
| 494 |
content_type, content_string = proposal_content.split(',')
|
|
|
|
| 498 |
if proposal_filename.lower().endswith(('.pdf', '.docx', '.xlsx', '.xls')):
|
| 499 |
fileid = upload_to_gemini_file(decoded, proposal_filename)
|
| 500 |
if text is not None:
|
| 501 |
+
proposals[proposal_filename] = text
|
| 502 |
if fileid:
|
| 503 |
+
proposals_fileid[proposal_filename] = fileid
|
| 504 |
logging.info(f"Proposal uploaded: {proposal_filename}")
|
| 505 |
else:
|
| 506 |
logging.error(f"Failed to decode uploaded proposal: {proposal_filename}")
|
|
|
|
| 507 |
|
| 508 |
+
if triggered_id and isinstance(doc_delete_clicks, list):
|
| 509 |
+
for i, n_click in enumerate(doc_delete_clicks):
|
| 510 |
if n_click:
|
| 511 |
btn_id = ctx.inputs_list[5][i]['id']
|
| 512 |
del_filename = btn_id['index']
|
|
|
|
| 519 |
logging.warning(f"Failed to delete Gemini file {del_filename}: {e}")
|
| 520 |
del uploaded_documents_fileid[del_filename]
|
| 521 |
logging.info(f"Document deleted: {del_filename}")
|
| 522 |
+
if del_filename in shredded_documents:
|
| 523 |
+
del shredded_documents[del_filename]
|
| 524 |
+
logging.info(f"Shredded doc deleted: {del_filename}")
|
| 525 |
+
if selected_doc == del_filename:
|
| 526 |
+
selected_doc = None
|
| 527 |
+
break
|
| 528 |
|
| 529 |
if triggered_id and isinstance(proposal_delete_clicks, list):
|
| 530 |
for i, n_click in enumerate(proposal_delete_clicks):
|
| 531 |
if n_click:
|
| 532 |
btn_id = ctx.inputs_list[9][i]['id']
|
| 533 |
del_filename = btn_id['index']
|
| 534 |
+
if del_filename in proposals:
|
| 535 |
+
del proposals[del_filename]
|
| 536 |
+
if del_filename in proposals_fileid:
|
| 537 |
try:
|
| 538 |
+
genai.delete_file(proposals_fileid[del_filename])
|
| 539 |
except Exception as e:
|
| 540 |
logging.warning(f"Failed to delete Gemini proposal file {del_filename}: {e}")
|
| 541 |
+
del proposals_fileid[del_filename]
|
| 542 |
logging.info(f"Proposal deleted: {del_filename}")
|
| 543 |
+
if selected_proposal == del_filename:
|
| 544 |
+
selected_proposal = None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 545 |
break
|
| 546 |
|
| 547 |
doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
|
| 548 |
doc_value = selected_doc if selected_doc in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 549 |
+
documents_list = get_documents_list(uploaded_documents, shredded_documents)
|
| 550 |
+
proposals_list = get_proposals_list(proposals)
|
| 551 |
+
proposal_options = [{'label': fn, 'value': fn} for fn in proposals.keys()]
|
| 552 |
+
proposal_value = selected_proposal if selected_proposal in proposals else (next(iter(proposals), None) if proposals else None)
|
|
|
|
| 553 |
|
| 554 |
output_data_upload = html.Div("No action taken yet.", style={"wordWrap": "break-word"})
|
| 555 |
|
| 556 |
+
if triggered_id in ['shred-action-btn', 'compliance-action-btn', 'board-action-btn']:
|
| 557 |
got_lock = gemini_lock.acquire(blocking=False)
|
| 558 |
if not got_lock:
|
| 559 |
output_data_upload = html.Div("Another Gemini operation is in progress. Please wait or cancel.", style={"wordWrap": "break-word"})
|
| 560 |
return (
|
| 561 |
output_data_upload,
|
| 562 |
+
documents_list, doc_options, doc_value,
|
| 563 |
+
proposals_list, proposal_options, proposal_value
|
|
|
|
| 564 |
)
|
| 565 |
try:
|
| 566 |
+
if triggered_id == "shred-action-btn":
|
| 567 |
+
action_name = "shred"
|
| 568 |
+
result, generated_filename, generated_docx_bytes, _, _ = process_document(action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, None)
|
| 569 |
+
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 570 |
+
elif triggered_id == "compliance-action-btn":
|
| 571 |
+
action_name = "compliance"
|
| 572 |
+
result, generated_filename, generated_docx_bytes, _, _ = process_document(
|
| 573 |
+
action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, proposal_value
|
| 574 |
+
)
|
| 575 |
+
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 576 |
+
elif triggered_id == "board-action-btn":
|
| 577 |
+
action_name = "virtual_board"
|
| 578 |
+
result, generated_filename, generated_docx_bytes, _, _ = process_document(action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, None)
|
| 579 |
+
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 580 |
finally:
|
| 581 |
gemini_lock.release()
|
| 582 |
doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
|
| 583 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 584 |
+
proposal_options = [{'label': fn, 'value': fn} for fn in proposals.keys()]
|
| 585 |
+
proposal_value = proposal_value if proposal_value in proposals else (next(iter(proposals), None) if proposals else None)
|
| 586 |
+
documents_list = get_documents_list(uploaded_documents, shredded_documents)
|
| 587 |
+
proposals_list = get_proposals_list(proposals)
|
|
|
|
| 588 |
return (
|
| 589 |
output_data_upload,
|
| 590 |
+
documents_list, doc_options, doc_value,
|
| 591 |
+
proposals_list, proposal_options, proposal_value
|
|
|
|
| 592 |
)
|
| 593 |
|
| 594 |
+
if triggered_id in ['proposal-action-btn', 'recover-action-btn', 'loe-action-btn']:
|
| 595 |
+
got_lock = gemini_lock.acquire(blocking=False)
|
| 596 |
+
if not got_lock:
|
| 597 |
+
output_data_upload = html.Div("Another Gemini operation is in progress. Please wait or cancel.", style={"wordWrap": "break-word"})
|
| 598 |
+
return (
|
| 599 |
+
output_data_upload,
|
| 600 |
+
documents_list, doc_options, doc_value,
|
| 601 |
+
proposals_list, proposal_options, proposal_value
|
| 602 |
+
)
|
| 603 |
+
try:
|
| 604 |
+
if triggered_id == "proposal-action-btn":
|
| 605 |
+
action_name = "proposal"
|
| 606 |
+
elif triggered_id == "recover-action-btn":
|
| 607 |
+
action_name = "recover"
|
| 608 |
+
elif triggered_id == "loe-action-btn":
|
| 609 |
+
action_name = "loe"
|
| 610 |
+
else:
|
| 611 |
+
action_name = None
|
| 612 |
+
if action_name:
|
| 613 |
+
result, _, _, generated_filename, generated_docx_bytes = process_document(
|
| 614 |
+
action_name, doc_value, chat_input, uploaded_rfp_decoded_bytes, None
|
| 615 |
+
)
|
| 616 |
+
output_data_upload = dcc.Markdown(result, style={"whiteSpace": "pre-wrap", "wordWrap": "break-word"})
|
| 617 |
+
finally:
|
| 618 |
+
gemini_lock.release()
|
| 619 |
+
doc_options = [{'label': fn, 'value': fn} for fn in uploaded_documents.keys()]
|
| 620 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 621 |
+
proposal_options = [{'label': fn, 'value': fn} for fn in proposals.keys()]
|
| 622 |
+
proposal_value = proposal_value if proposal_value in proposals else (next(iter(proposals), None) if proposals else None)
|
| 623 |
+
documents_list = get_documents_list(uploaded_documents, shredded_documents)
|
| 624 |
+
proposals_list = get_proposals_list(proposals)
|
| 625 |
return (
|
| 626 |
output_data_upload,
|
| 627 |
+
documents_list, doc_options, doc_value,
|
| 628 |
+
proposals_list, proposal_options, proposal_value
|
|
|
|
| 629 |
)
|
| 630 |
|
| 631 |
doc_value = doc_value if doc_value in uploaded_documents else (next(iter(uploaded_documents), None) if uploaded_documents else None)
|
| 632 |
+
proposal_value = proposal_value if proposal_value in proposals else (next(iter(proposals), None) if proposals else None)
|
| 633 |
return (
|
| 634 |
output_data_upload,
|
| 635 |
+
documents_list, doc_options, doc_value,
|
| 636 |
+
proposals_list, proposal_options, proposal_value
|
|
|
|
| 637 |
)
|
| 638 |
|
| 639 |
if __name__ == '__main__':
|