Update app.py

app.py

@@ -1,15 +1,715 @@
-from transformers import AutoModelForCausalLM, AutoTokenizer
-
-checkpoint = "HuggingFaceH4/zephyr-7b-beta"
-tokenizer = AutoTokenizer.from_pretrained(checkpoint)
-model = AutoModelForCausalLM.from_pretrained(checkpoint)  # You may want to use bfloat16 and/or move to GPU here
-
-messages = [
-    {
-        "role": "system",
-        "content": "You are a friendly chatbot who always responds in the style of a pirate",
-    },
-    {"role": "user", "content": "How many helicopters can a human eat in one sitting?"},
- ]
-tokenized_chat = tokenizer.apply_chat_template(messages, tokenize=True, add_generation_prompt=True, return_tensors="pt")
-print(tokenizer.decode(tokenized_chat[0]))
+import gradio as gr
+
+# Define the knowledge base as a dictionary
+knowledge_base = {
+    "SOP": "Sales Operations Planning / Standard Operational Procedure / Start of Production",
+    "NTO": "Net Turnover",
+    "D&A": "Data & Analytics",
+    "HOF":"Head of Function",
+    "APFO": "Adjusted Profit from Operations",
+    "LEP": "Limited Edition Pack",
+    "AD": "Area Director",
+    "IDT" : "Information & Digital Technology",
+    "CORA" : "Corporate & Regulatory Affairs",
+    "DBS" : "Digital Business Solutions",
+    "MKT":"Marketing",
+    "PAM":"Primary Area Management",
+    "LT": "Leadership Team",
+    "OLT": "Operations Leadership Team",
+    "MLT": "Marketing Leadership Team",
+    "FLT": "Finance Leadership Team",
+    "GSD": "Group Service Delivery or Global Service Desk",
+    "TPD": "Tobacco Products Directive",
+    "WMS": "Warehouse Management System / Wrapping Material Specification",
+    "GLT": "Green Leaf Threshing",
+    "MBL": "Modern BAT Leaf",
+    "TAO": "One SAP",
+    "SOBC":"Standards of Business Conduct",
+    "FMD": "Final Manufacturing Unit",
+    "SSO":"Single Sign-on",
+    "PLM": "Product Lifecycle Management",
+    "PMD": "Primary Manufacturing Unit",
+    "SMD": "Secondary Manufacturing Unit",
+    "SLA": "Service Level Agreement",
+    "CUCO": "Consumer Complaint",
+    "COCO": "Customer Complaint",
+    "EFO" : "End Fall-Out",
+    "OSSO": "Operation Skill Sourcing Officer",
+    "MSSO": "Marketing Skill Sourcing Manager",
+    "FT": "Field Technician",
+    "STT": "Sales to Trade",
+    "ADS": "Average Daily Sales",
+    "RA": "Retailers Assistant",
+    "SR": "Sales Representative",
+    "VBB": "Valuable Business Partner",
+    "MT": "Modern Trade",
+    "BCP": "Business Continuity Planning",
+    "ABC": "Activity Based Costing",
+    "ABD": "Advance Booking Deadlines",
+    "AC": "Assessment Centre",
+    "ACA": "Area Cycle Alignment",
+    "ACF": "Active Charcoal Filter",
+    "ACT": "Advance Corporation Tax",
+    "ADR": "American Depositary Receipts",
+    "Ad-valorem": "Type of tobacco taxation typically calculated on the value of cigarettes sold",
+    "ADW": "Active Data Warehouse",
+    "AGV": "Automated Guided Vehicle",
+    "AIR": "Average Issue Readership",
+    "AIT": "Anti Illicit Trade",
+    "ALPS": "Area Leaf Planning System",
+    "AME": "Achieving Marketing Excellence database / Africa Middle East (region)",
+    "AMGP": "Additives and Material Guidance Panel",
+    "AO": "Area Office",
+    "AP": "Accounts Payable",
+    "APO": "Advanced Planner & Optimiser",
+    "APS": "Advanced Planning System / Annual Planning System",
+    "APV": "Accounts Payable Voucher",
+    "AR": "Accounts Receivable",
+    "ASH": "Action on Smoking and Health",
+    "ASP": "Aspirational Premium",
+    "ASPAC": "Asia Pacific (Region)",
+    "ASU30": "Adult Smoker Under 30 Years Old",
+    "AT": "Account Teams",
+    "ATC": "Advanced Technologies Cambridge",
+    "ATIF": "Any Time In Full",
+    "ATL": "Above The Line (traditional media advertising term)",
+    "AV": "Ad Valorem",
+    "AWAP": "Above Weighted Average Price",
+    "B2B": "Business to Business",
+    "B2C": "Business to Consumer",
+    "BA": "Business Analyst",
+    "BASS": "British American Shared Services",
+    "BAT": "British American Tobacco",
+    "BATMark": "Trademark Department",
+    "BATPS": "British American Tobacco Pension Scheme",
+    "BAU": "Business as Usual",
+    "BCC": "Board Compensation Committee",
+    "BCM": "Business Change Manager / Business Continuity Management",
+    "BCP": "Business Continuity Plan",
+    "BCT": "Business Controls Team",
+    "BDD": "Business Development Department",
+    "BEL": "Business Excellence for Leaders",
+    "BESS": "Brand Excellence Series",
+    "BEST": "Business Enablers Survey Tool",
+    "BIA": "Business Impact Analysis",
+    "BIB": "Blend In a Box",
+    "BIM": "Brand Image Mapping / Business Implementation Manager",
+    "BLM": "Brand Launch & Modification",
+    "BLT": "BATCCA Leadership Team",
+    "BM": "Brand Manager",
+    "BMF": "Brand Modification Form",
+    "Bn": "Billion",
+        "BOD": "Bill Of Distribution",
+    "BOL": "Bill Of Lending",
+    "BOM": "Bill Of Materials",
+    "BOSS": "Business and Operational System Steering Group",
+    "BPCS": "Business Planning & Control System (Integrated AS400 computer system)",
+    "BPI": "Business Process Improvement",
+    "BPO": "Business Process Outsourcing",
+    "BPR": "Business Process Re-engineering",
+    "BPTO": "Brand Price Trade – Off",
+    "BritAm": "The name of the proprietary typeface designed specifically for the British American Tobacco logotype in our corporate signature",
+    "BRM": "Budget Review Meeting",
+    "BRR": "Business Risk Register",
+    "BS": "Balance Sheet",
+    "BSE": "Brand Support Expenditure",
+    "BSU": "Business Support Unit",
+    "BT": "British Telecoms",
+    "BTC": "British American Tobacco Technology Centre",
+    "BTL": "Below The Line (Traditional merchandising/promotions)",
+    "BVS": "Brand Value Segment",
+    "BW": "Business Warehouse",
+    "BWAP": "Below Weighted Average Price",
+    "BY": "Burley",
+        "C&PCR": "Complexity & Product Cost Reduction",
+    "CAB": "Change Advisory Board",
+    "CAB1, CAB2 and CAB3": "Types of changes in Information systems and applications",
+    "CAGR": "Compound Annual Growth Rate",
+    "CAM": "Central America",
+    "CAP": "Customer Account Profitability",
+    "CAPEX": "Capital Expenditure",
+    "CAR": "Caribbean",
+    "CARICOM": "Caribbean Community Regional Integration",
+    "CBA": "Cost Benefit Analysis",
+    "CCC": "Common Communication Code",
+    "CCT": "Cut Tobacco at brought in cost",
+    "CDF": "Consumer Disposition Funnel",
+    "CDM": "Career Development Meeting",
+    "CEA": "Cost Element Accounting",
+    "CES": "Competitive Edge Series",
+    "CI": "Continual Improvement",
+    "CIGMAR": "Cigarrette Market (Group Marketing Information System)",
+    "CKB": "Competitor Knowledge Base",
+    "CLD": "Cased Leaf Drier (Tobacco process)",
+    "CM": "Country Manager",
+    "CMB": "Centrally Managed Brands",
+    "COC": "Cigarette overhead conveyor",
+    "CofE": "Centre of Expertise",
+    "COL": "Cost of Living",
+    "COMIECO": "Council of Ministers for Economic Integration",
+    "CoO": "Cost Of Ownership / Country Of Origin",
+    "COP": "Conference of the Parties",
+    "CoPlan": "Company Plan",
+    "CORESTA": "Co-operation Centre for Scientific Research Relative to Tabacco",
+    "CP": "Cigarette Paper",
+    "CPC": "Common Planning Calendar",
+    "CPI": "Consumer Price Index / Cuts per inch (30 cpi for lamina, 120-160 cpi for stem)",
+    "CPM": "Cigarettes Per Minute",
+    "CPMH": "Cigarettes Per Man Hour",
+    "CPQE": "Cigarette Physical Quality Evaluation",
+    "CPT": "Consumer Product Testing",
+    "CPTO": "Consumer Price Turn Over",
+    "CQMS": "Corporate Quality Management System",
+    "CR": "Comp. Ratio",
+    "CRM": "Customer Relationship Management",
+    "CROSQ": "CARICOM Regional Organisation for Standards & Quality",
+    "CRS": "Cut Rolled Stem",
+    "CRT": "Cut Rag Tobacco",
+    "CS": "Cut stem",
+    "CSI": "Consumer Satisfaction Index / Corporate Social Investment",
+    "CSR": "Corporate Social Responsibility",
+    "CST": "Cluster Strategy Team",
+    "CTA": "Contribution to Admin",
+    "CTS": "Cut Tobacco Store",
+        "D&D": "Design & Destroyed",
+    "D&S": "Design & Specify",
+    "DAC": "Daily Average Consumption / Dark air cured",
+    "DB": "Defined Benefit / Display Ban",
+    "DC": "Defined Contribution",
+    "DCC": "Direct Cylinder Conditioning / Direct Cylinder Conditioning and Casing",
+    "DES": "Distribution Edge Series",
+    "DG5": "Deployment Group 5",
+    "DIET": "Dry Ice Expanded Tobacco",
+    "DM": "Data Management",
+    "DNP": "Duty Not Paid",
+    "DO": "Distribution Outlets",
+    "DOM": "Demand Operations Manager",
+    "DP": "Duty Paid",
+    "DRBU": "Direct Reporting Business Unit",
+    "DRF": "Dust Recovery Fans",
+    "DRG": "Design Reference Group",
+    "DRP": "Disaster Recovery Programme / Distribution Resource Planning",
+    "DSA": "Daily Sales Average",
+    "DSD": "Direct to Store Delivery",
+    "DSS": "Direct Store Sales",
+    "DTI": "Department of Trade and Industry",
+    "DTI": "Duty Transit Insurance",
+    "DTR": "Double Tax Relief",
+    "DTV": "Digital Tax Verification",
+    "DX": "Distribution Excellence",
+    "E2E": "End to end",
+    "EAI": "Enterprise Applications Integration",
+    "EAM": "Effective Area Management",
+    "EAS": "Enterprise Applications Strategy",
+    "ECLT": "Foundation Eliminating Child Labour in Tobacco Growing Foundation",
+    "EDI": "Electronic Data Interchange",
+    "EDM": "Executive Directors' Meeting",
+    "EEC": "European Employee Council",
+    "EFM": "Export Finance Manager",
+    "EH&S": "Environmental, Health & Safety",
+    "EM": "End Market / Environment Management",
+    "EMF2": "Effective Market Focus",
+    "EMSP": "End Market Strategic Plan",
+    "ENDS": "Electronic nicotine delivery systems",
+    "ENNDS": "Electronic non-nicotine delivery systems",
+    "EOS": "Exchange Of Sale",
+    "EP": "Electrostatic Perforation",
+    "EPIC": "Enhanced Productivity in the Cloud",
+    "EPO": "Enterprise Programme Office",
+    "EPR": "Effective Problem Resolution",
+    "ERP": "Enterprise Resource Planning",
+    "ET": "Expanded Tobacco",
+    "ETS": "Environmental Tobacco Smoke",
+    "EUCA": "European Union Co-operation Agreement",
+    "EVP": "Employee Value Proposition",
+    "Expat": "Expatriate",
+    "FC": "Forecast",
+    "FCS": "Financial Control System",
+    "FCTC": "Framework Convention for Tobacco Control",
+    "FCV": "Flue Cured Virginia",
+    "FD": "Finance Director",
+    "FEP": "Finance Excellence Programme",
+    "FF": "Full Flavour",
+    "FFP": "Factory Foot Print / Fit for Purpose",
+    "FG": "Finished Goods",
+    "FGS": "Finished Goods Sales",
+    "FIFO": "First In First Out",
+    "FMC": "Factory Made Cigarettes",
+    "FMCG": "Fast Moving Consumer Goods",
+    "FOQ": "Fixed Order Quantity",
+    "Foresight": "Sales forecasting and supply chain system",
+    "FOT's": "French Overseas Territories",
+    "FP": "Filling Power",
+    "FPI": "Finished Product Inspection",
+    "FTA": "Filter Tipo Attacher / Free Trade Agreement",
+    "FTE": "Full Time Equivalent",
+    "FTZ": "Free Trade Zone",
+    "FV": "Fill Value",
+    "FY": "Full Year",
+    "FYR": "Full Year Results",
+    "GAAP": "Generally Accepted Accounting Principles",
+    "GAM": "Group Accounting Manual",
+    "GBP": "Great Britain Pounds",
+    "GDB": "Global Drive Brands",
+    "GDP": "Gross Domestic Product",
+    "GH": "Globe House (The British American Tobacco headquarters)",
+    "GHS": "Globally Harmonised System",
+    "GHW": "Graphic Health Warning",
+    "GIP": "Global Integration Programme",
+    "GIPS": "Group Intellectual Property Service",
+    "GIT": "Goods in Transit",
+    "GIV": "Gross Domestic Product",
+    "GLOSS": "Global Leaf Order Supply System",
+    "GLP": "Global Leaf Pool / Global Leaf Processing",
+    "GLT": "Green Leaf Threshing",
+    "GM": "General Manager",
+    "GMAPP": "Group Manual of Accounting Policies and Procedures",
+    "GOM": "Global Operating Model",
+    "GP": "Guiding Principles",
+    "GPC": "Group Product Champion",
+    "GPMO": "Global Programme Management Office",
+    "GPS": "Global Process Standards / Global Product Specification",
+    "GPtW": "Great Place to Work",
+    "GQT": "Group Quality Team",
+    "GR&D": "Group Research & Development",
+     "GRE": "Global Retail Excellence",
+    "GRP": "Gross Rating Points",
+    "GSC": "Global Standards Council / Global Supply Chain",
+    "GSCS": "Global Supply Chain Strategy",
+    "GSCSC": "Global Supply Chain Service Centre",
+    "GSD": "Group Service Delivery",
+    "GSI": "General Standing Instructions",
+    "GSM": "Global Specification Management / Grams per square metre",
+    "GSMP": "Global Service Management Project",
+    "GSP": "Global Specification Platform / Global Strategy Process",
+    "GSS": "Global Specification Services",
+    "GTO": "Gross Turnover",
+    "GTR": "Global Travel and Retail",
+    "GUI": "Graphical User Interface",
+    "GWD": "Gross Weighted Distribution",
+    "W10": "Windows 10",
+    "WAP": "Weighted Average Price",
+    "WAR": "Warehouse Receipt",
+    "WBS": "Work Breakdown Structure",
+    "WCO": "World Customs Organization",
+    "WEL": "Workplace Exposure Limit",
+    "WER": "Western Europe",
+    "WHA": "World Health Assembly",
+    "WHO": "World Health Organisation",
+    "WIC": "World Investment Co Ltd",
+    "WITCO": "West Indian Tobacco Company",
+    "WLB": "Work Life Balance",
+    "WMS": "Warehouse Management System / Wrapping Materials Specifications / Wrapping Materials Stock",
+    "WNTD": "World No Tobacco Day",
+    "WTL": "Water Treated Lamina",
+    "WTO": "World Trade Organization",
+    "WTS": "Water Treated Stem",
+    "WWTP": "Wastewater Treatment Plant",
+    "YIU": "Yield in Use",
+    "YoY": "Year on Year",
+    "YSP": "Youth Smoking Prevention",
+    "YTD": "Year To Date",
+    "YTG": "Year To Go",
+    "YV": "Your Voice Survey",
+        "TOR": "Terms of Reference",
+    "TP": "Trading Profit / Tobacco Product Directive",
+    "TPM": "Total Particulate Matter",
+    "TPP": "Trans Pacific Partnership",
+    "TQM": "Total Quality Management",
+    "TRM": "Talent Review Meetings",
+    "TSG": "Tobacco Strategy Group (BAT Industries)",
+    "TSP": "Total System Profit",
+    "TT": "Top Team",
+    "TTL": "Through-the-line (communication)",
+    "TUSS": "Tobacco Utilisation Sourcing & Supply",
+    "UAT": "User Acceptance Testing",
+    "UGM": "User Group Meeting",
+    "UKIB": "UK International brand",
+    "ULow": "Ultra Low",
+    "ULP": "Ultra Low Price",
+    "UNSPS": "Universal Standards Products Service Classification",
+    "UOM": "Unit Of Measure",
+    "UOP": "Underlying Operating Profit",
+    "USIB": "US International Brand",
+    "VA": "Virginia",
+    "VAT": "Value Added Tax (or sales tax)",
+    "VFM": "Value For Money",
+    "VMI": "Vendor Managed Inventory",
+    "Vs": "Versus",
+"T&A": "Technical & Advisory Fee",
+    "T&T": "Track and Trace",
+    "TaO": "Target Operating Model and OneSAP / TaO Business Intelligence / TaO Business Objects / TaO Business Planning and Consolidation / TaO Central Process Scheduling / TaO ERP Central Component / TaO Enterprise Infrastructure Backbone / TaO Enterprise Search / TaO System Landscape Directory",
+    "TCC": "Tobacco Control Community",
+    "TCO": "Total Cost Ownership",
+    "TIH": "Tactical Inventory Hub",
+    "TLA": "Three Letter Acronym",
+    "TLDW": "Team Leaders Development Workshop",
+    "TM": "Time Management (SAP)",
+    "TM&D": "Trade Marketing & Distribution / Trade Marketing and Distribution",
+    "TMA": "Tobacco Manufacturer's Association",
+    "TMC": "Tailor Made Cigarettes / Trade Marketing Communication",
+    "TMD": "Trade Marketing Diversification",
+    "TMU": "Trade Marketing Universe",
+    "TMVF": "Trade Mark Verification",
+    "TOM": "Target Operating Model",
+    "TOP": "Type Of Part",
+    "SH": "Section Head",
+    "SICA": "Central American Integration System",
+    "SIDS": "Screening Information Data Sets",
+    "SIECA": "Secretariat for Economic Integration for Central America",
+    "SIEF": "Substance Information Exchange Forum",
+    "SIG": "Strategic Innovations Group",
+    "SIMS": "Substance Inventory Management System",
+    "SIS": "Shipments Information System",
+    "SITA": "Worldwide telecommunications link",
+    "SITPRO": "Simplification of Internal Trade Procedures",
+    "SKU": "Stock Keeping Unit",
+    "SL": "Storage Location / Super Long",
+    "SLA": "Service Level Agreement / Strategic Leadership Agenda",
+    "SM@RT": "Standardised Materials At Realistic Transfer Prices",
+    "SMC": "Stakeholder Mapping & Classification",
+    "SMD": "Secondary Manufacturing Department",
+    "SMP": "Shared Materials Planning / Strategic Marketing Programme",
+    "SOB": "Share of brand / Source of Business / Standards of Business Contact",
+    "SOC": "Share of category",
+    "SoD": "Segregation of Duties",
+    "SODA": "Service Operation Desk Application",
+    "SoDA": "Statement of Delegated Authorities",
+    "SoM": "Share of Market",
+    "SOPE": "Sales and Operations Planning Executive",
+    "SOS": "Share of Sales",
+    "SOV": "Share of Voice",
+    "SP": "Supply Planning",
+    "SPC": "Statistical Process Control",
+    "SPD&S": "Strategic Product Development & Support",
+    "SPI": "Strategy Planning Insights",
+    "SPLY": "Same Period Last Year",
+    "SPM": "Sales Promotional Merchandise",
+    "SPOC": "Single Point Of Contact",
+    "SPU": "Secondary Packing Unit",
+    "SQ": "Superior Quality",
+    "SQP": "Supplier Quality Partnership",
+    "SREM": "Senior Regional Export Manager",
+    "SRF": "Suppliers Request Forms",
+    "SRG": "Scientific Research Group",
+    "SRM": "Specified Risk Material / Supplier Relationship Management",
+    "SRO": "Senior Responsible Owner",
+    "SRTP": "Social Responsibility in Tobacco Production",
+    "RCCP": "Rough Cut Capacity Plan",
+    "RCD": "Rebates Commission and Discounts",
+    "RCP": "Retail Classification Platform",
+    "RD": "Regional Director",
+    "RDF": "Retail Disposition Funnel",
+    "REC": "Research Executive Council",
+    "RFC": "Request For Change",
+    "RLT": "Regional Leadership Team",
+    "RM": "Records Management",
+    "RML": "Retail Media Landscape",
+    "RMM": "Risk Management Measure",
+    "ROCE": "Return on Capital Employed",
+    "RONA": "Return on Net Assets",
+    "ROSE": "Return on Shareholders' Equity",
+    "ROY": "Return of Investment",
+    "RPC": "Regional Product Centre",
+    "RPN": "Risk Priority Number",
+    "RQI": "Retail Quality Index",
+    "RRP": "Recommended Retail Price / Reduced Risk Product",
+    "RTM": "Route to Market",
+    "RYO": "Roll Your Own Tobacco",
+    "S&OP": "Sales & Operations Planning",
+    "S90": "A cigarette reservoir between the maker and the packer",
+    "SAM": "Strategic Account Management / Strategic Assessment Management",
+    "SAP GRC": "SAP Governance, Risk and Compliance",
+    "SAP II": "SAP Information Interchange",
+    "SAP PI": "SAP Process Integration / Interfaces between SAP ECC and other applications",
+    "SAP": "Systems Administration Platform / Systems Application Programme / Systems, Applications & Prod",
+    "SBS": "Strategic Business System",
+    "SC": "Soft Cup / Supply Chain Champions",
+    "SCA": "Supply Chain Academy",
+    "SCAM": "Supply Chain Above Market",
+    "SCC": "Supply Chain Collaborator",
+    "SCCSE": "Supply Chain Customer Service Excellence",
+    "SCDT": "Supply Chain Drive Team",
+    "SCEE": "Supply Chain Eastern Europe",
+    "SCEM": "Supply Chain Event Management",
+    "SCM": "Solution Centre Managers / Supply Chain Management",
+    "SCOC": "Suppliers Code of Conduct",
+    "SCOR": "Supply Chain Operations Reference Model",
+    "SCS": "Supply Chain Strategy / Supply Chain Synchronisation",
+    "SCSC": "Supply Chain Service Centre",
+    "SCWE": "Supply Chain Western Europe",
+    "SD": "Sales Distribution",
+    "SDG": "Strategic Design Group",
+    "SDM": "Service Delivery Manager",
+    "SDS": "Safety Data Sheet",
+    "SEM": "Strategic Enterprise Management",
+    "SGM": "Steering Group Meeting",
+    "P&E": "Pricing & Excise",
+    "P&L": "Profit and Loss",
+    "P1": "Incident Priority 1",
+    "P2": "Incident Priority 2",
+    "P2P": "Procure to Pay",
+    "P3": "Incident Priority 3",
+    "P4": "Incident Priority 4",
+    "PA": "Personal Administration (SAP)",
+    "PACE": "Performance Appraisal and Career Evaluation",
+    "PAG": "Programa de Alta Gerencia",
+    "BRD": "Business Requirent Document",
+    "BRS": "Business Requirent Document",
+    "BATB":"British American Tobacco Bangladesh",
+    "TAB": "Technology Architecture Board",
+    "PAT": "Profit After Tax",
+    "PBIT": "Profit before interest and tax",
+    "PBS": "Product Breakdown Structure",
+    "PBT": "Profit Before Tax",
+    "PCF": "People Capability Framework",
+    "PCR": "Product Complexity Reduction",
+    "PCS": "Pack Collector Study",
+    "PD": "Pressure Drop",
+    "PDC": "Product Development Committee",
+    "PDPC": "Primary Delivered Product Cost",
+    "PDSG": "Product Development Strategy Group",
+    "PDT": "Product Development Team",
+    "PI&T": "Product Integrity & Traceability",
+    "PID": "Project Initiation Document",
+    "PIR": "Post Implementation Review",
+    "PIT": "Point In Time",
+    "PLC": "Programmable logic Controller",
+    "PLM": "Product Life Management",
+    "PLP": "Product Line Profitability",
+    "PM": "Prime Minister",
+    "PMC": "Proceso de Mejoramiento Contínuo",
+    "PMD": "Primary Manufacturing Department",
+    "PMI": "Phillip Morris International",
+    "PMO": "Programme Management Office",
+    "PMP": "People Management Programme",
+    "PMS": "Planned Maintenance System",
+    "PO": "Performance Objectives / Purchase Order",
+    "POD": "Proof of Delivery",
+    "POP": "Point of Purchase",
+    "POS": "Point of Sale",
+    "PP": "Plain Packaging / Production Plan",
+    "PP&D": "Production Planning and Development",
+    "PPA": "Psychophysical Analysis",
+    "PPB": "Productivity Portfolio Board",
+    "PPR": "Post Project Review",
+    "PPS": "Public Place Smoking",
+    "PQI": "Product Quality Index",
+    "PQRS": "Physical Quality Rating System",
+    "Pre-SOP": "Pre Sales & Operations Planning",
+    "PRINCE": "Projects IN Controlled Environment",
+    "PRP": "Profit Related Pay",
+    "PSA": "Partial Scope Agreement / Product Space Appropriation",
+    "PSC": "Primary Supply Chain",
+    "PSG": "Product Steering Group",
+    "PSM": "Product Space Mapping",
+    "PSR": "Packed Store Room",
+    "PSU": "Production Services Unit",
+    "Pts": "Percentage points",
+    "PTSG": "Process Technology Steering Group",
+    "QA": "Quality Assurance",
+    "QBR": "Quarterly Business Review",
+    "QI": "Quality Inspection",
+    "QMR": "Quarterly Marketing Report",
+    "QPR": "Quarterly Performance Review / Quarterly Profit Review",
+    "QS": "Qualitative Studies",
+    "QTP": "Quality Through People",
+    "QUAIL": "Quality In Leaf",
+    "Quantum": "TM&D information system",
+    "MRP": "Materials Requirements Planning / Materials Resource Planning",
+    "MSD": "Management Services Department",
+    "MSDS": "Materials Safety Data Sheet",
+    "MSP": "Managing Successful Programmes / Market Share Points",
+    "MT": "Management Trainee / Materials Testing",
+    "MTO": "Make To Order",
+    "MTS": "Make To Stock",
+    "MXS": "Marketing Excellence Series",
+    "MYO": "Make Your Own",
+    "MYR": "Mid-Year Results / Mid-Year Review",
+    "NAMAS": "National Measurement Accreditation Service",
+    "NBD": "New Business Development",
+    "NCD": "Non Communicable Diseases",
+    "NFDPM": "Nicotine Free Dry Particulate Matter",
+    "NGO": "Non-Governmental Organisation",
+    "NGP": "New Generation Products",
+    "NMG": "New Marketing Guidelines",
+    "NND": "Net Net Density",
+    "NP": "Net Permeability",
+    "NPD": "New Product Development",
+    "NPI": "New Product Innovation / New Product Introduction",
+    "NQ": "Normal Quality",
+    "NTO": "Net Turnover",
+    "O2C": "Order To Cash",
+    "O365": "Office 365",
+    "OA": "Opportunity Analysis",
+    "OBS": "Opportunistic Business Simulation",
+    "OCA": "Out of Home (Advertising)",
+    "OD": "Organisational Development",
+    "OD(M)S": "One Day (Material) Store",
+    "ODG": "Operational Design Group",
+    "ODP": "Operational Demand Planning",
+    "OE": "Order Estimate",
+    "OEE": "Overall Equipment Effectiveness",
+    "OEM": "Original Equipment Manufacturer",
+    "OIE": "Other Income & Expense",
+    "OLT": "Operations Leadership Team",
+    "OM": "Operating Model / Organisational Management (Modulo SAP)",
+    "OOH": "Out Of Home",
+    "OOS": "Out Of Stock",
+    "OP": "Operating Profit",
+    "OPB": "Operations Portfolio Board",
+    "OpCo": "Operating Company",
+    "OpEx": "Operating Expenditure",
+    "Ops": "Operations",
+    "OR": "Oriental",
+    "OSP": "Operational Supply Planning",
+    "OTIF": "On Time In Full",
+    "OTP": "Other Tobacco Products",
+    "OTS": "Opportunity to See",
+    "L&B": "Lambert & Butler",
+    "L&D": "Liggett & Myers / Learning & Development",
+    "LAN": "Local Area Network",
+    "LAT": "Local Area Team",
+    "LC": "Leadership Capabilities",
+    "LCP": "Local Cycle Plan",
+    "LDP": "Local Demand Plan",
+    "LE": "Latest Estimate / Limited Edition",
+    "LEO": "Legal Entity Object",
+    "LEP": "Limited Edition Pack",
+    "LEX": "Legal and External Affairs",
+    "LIFO": "Last In First Out",
+    "LIMS": "Laboratory Information Management Solution",
+    "LIP": "Lower Ignition Propensity",
+    "LLT": "Local Leadership Team",
+    "LN": "Lotus Notes",
+    "LOC": "Letter Of Credit",
+    "LOF": "Language of Finance",
+    "LOS": "Line Of Sight",
+    "LOV": "List Of Values",
+    "LPE": "Latest Profit Estimate",
+    "LPO": "Local Purchase Order",
+    "LPV": "Low Production Volume",
+    "LRR": "Leaf Reception Room",
+    "M&S": "Materials and Supplies",
+    "MASQ": "Method for Assessing Smoking Quality",
+    "MAT": "Moving Annual Total",
+    "MCE": "Minimum Collectible Excise",
+    "MD": "Managing Director",
+    "MEC": "Manufacturing Executive Council",
+    "MFU": "Marketing Finance Unit",
+    "MGP": "Materials Guidance Panel",
+    "MI": "Management Information",
+    "Mille": "One thousand cigarettes",
+    "MKT": "Marketing",
+    "MLT": "Marketing Leadership Team",
+    "MMA": "Management Marketing Account",
+    "MN": "Million",
+    "MNF": "Manufacturing",
+    "MoC": "Minister of Commerce",
+    "MoF": "Minister of Finance",
+    "MoH": "Minister of Health",
+    "Mon": "Month on Month",
+    "MOP": "Members of the Protocol",
+    "MOPE": "Monthly Operating Profit Estimate",
+    "MoS": "Measure of Success",
+    "MPQ": "Managing Product Quality",
+    "MPS": "Master Production Scheduling",
+    "MPSG": "Master and Product Strategy Group",
+    "MQI": "Manufacturing Quality Index",
+    "MQS": "Materials Qualification System",
+    "MR": "Management Review",
+    "MRP II": "Manufacturing Resource Planning",
+    "IT": "Illicit Trade / Information Technology",
+    "ITC": "India Tobacco Company",
+    "ITGA": "International Tobacco Growers’ Association",
+    "ITIL": "Information Technology Infrastructure Library",
+    "ITP": "Illicit Trade Protocol",
+    "ITPC": "IT Project Committee",
+    "ITT": "Internationally Traded Tobacco",
+    "JIT": "Just In Time",
+    "JRC": "Joint Research Centre",
+    "JTI": "Japan Tobacco International",
+    "JV": "Joint venture",
+    "KCN": "Key Control Navigator",
+    "KDFII": "Filter rod maker, supplied by Hauni",
+    "KPI": "Key Performance Indicator",
+    "KRA": "Key Result Areas",
+    "KS": "King Size",
+    "KSF": "King Size Filter",
+    "KSI": "Key Strategic Initiatives",
+    "KYC": "Know your Customer",
+    "KYS": "Know Your Supplier",
+    "H2": "Half 2",
+    "HB": "Haus Bergman",
+    "HL": "Hinge Lid",
+    "HLP": "Hinge Lid Packer",
+    "HoD": "Head of Department",
+    "HoF": "Head of Function",
+    "HOLO": "Head of Leaf Operations",
+    "HOLP": "Head of Leaf Processing",
+    "Horeca": "Hotels, Restaurants and Cafes",
+    "HoS": "Head office Services",
+    "HP": "High Potential",
+    "HPV": "High Production Volume",
+    "HQ": "High Quality",
+    "HR": "Human Resources",
+    "HRBP": "Human Resources Business Partner",
+    "HS Code": "Harmonized Commodity Description and Coding System",
+    "HSE": "Health, Safety, Environment",
+    "HSU": "High Speed Unit",
+    "HTD": "High Temperature Dryer",
+    "HVST": "High Velocity Stem Tube",
+    "I&C": "Information & Consultation",
+    "IA": "International Assignment",
+    "IAAA": "International Advertising Association",
+    "IAM": "Identity and Access Management",
+    "IB": "International brand",
+    "IBG": "International Brand Group",
+    "ICA": "Inward Cartage Allowance",
+    "ICC": "International Chamber of Commerce",
+    "ICP": "International Career Plan",
+    "IDP": "Individual Development Programme",
+    "IE11": "Internet Explorer 11",
+    "IEIS": "International Executive Incentive Scheme",
+    "IFRS": "International Financial Reporting Standards",
+    "IMASCO": "Financial Services, Tobacco and Retailing Group (Canada)",
+    "IMF": "International Monetary Fund",
+    "IMI": "Incoming Materials Inspection",
+    "IMP": "International Marketing Principles",
+    "IMS": "International Marketing Standards",
+    "INTERPOL": "International Criminal Police Organization",
+    "IP": "Intellectual Property",
+    "IPP": "Integrated Planning Process",
+    "IPR": "Intellectual Property Rights",
+    "IPRA": "International Political and Regulatory Affairs",
+    "IR": "Investor Relations",
+    "ISC": "Integrated Supply Chain",
+    "ISF": "In Store Furniture",
+    "PED" : "Primary Engineering Department",
+    "EOB" : "End of Business Day",
+    "OOO" :"Out of Office",
+
+}
+
+# Define the Gradio interface function
+def chatbot_interface(acronym):
+    acronym = acronym.strip().upper()  # Remove leading/trailing whitespace and convert to uppercase
+    if acronym in knowledge_base:
+        response = f"Answer: {knowledge_base[acronym]}"
+    else:
+        response = "Not found in the BATCCAPEDIA"
+    return response
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=chatbot_interface,
+    inputs="text",
+    outputs="text",
+    css="footer{display:none !important}",
+    title="BATB Acronym Finder",
+    description="Dictionary of Abbreviations & Acronyms",
+    theme='default'
+)
+
+# Launch the interface
+iface.launch()