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Krikorios
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// UTAS Knowledge Base for RAG System
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export const utasKnowledgeBase = {
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// Academic Programs
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courses: {
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undergraduate: [
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{
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id: "bachelor-business",
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title: "Bachelor of Business",
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area: "Business and Law",
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duration: "3 years",
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description: "Develop essential business skills in management, marketing, economics, and entrepreneurship.",
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entry: "ATAR 60+ or equivalent",
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campus: ["Hobart", "Launceston"],
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fees: "Commonwealth Supported",
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pathways: ["Commerce", "Accounting", "Management", "Marketing"]
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},
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{
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id: "bachelor-marine-science",
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title: "Bachelor of Marine and Antarctic Science",
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area: "Earth, Sea, Antarctic and Environment",
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duration: "3 years",
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description: "Study marine ecosystems, climate science, and Antarctic research at IMAS.",
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entry: "ATAR 70+ with Mathematics and Science",
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campus: ["Hobart"],
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fees: "Commonwealth Supported",
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pathways: ["Marine Biology", "Climate Science", "Antarctic Studies", "Fisheries"]
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},
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{
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id: "bachelor-engineering",
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title: "Bachelor of Engineering (Honours)",
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area: "Science, Technology and Engineering",
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duration: "4 years",
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description: "Specialise in Civil, Electrical, Mechanical, or Software Engineering.",
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entry: "ATAR 75+ with Mathematics and Physics",
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campus: ["Hobart", "Launceston"],
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fees: "Commonwealth Supported",
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pathways: ["Civil Engineering", "Electrical Engineering", "Mechanical Engineering", "Software Engineering"]
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},
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{
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id: "bachelor-medicine",
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title: "Bachelor of Medicine, Bachelor of Surgery",
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area: "Health and Medicine",
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duration: "5 years",
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description: "Comprehensive medical training with rural and regional focus.",
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entry: "ATAR 95+ with UCAT and interview",
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campus: ["Hobart", "Launceston"],
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fees: "Commonwealth Supported",
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pathways: ["General Practice", "Specialist Medicine", "Rural Medicine"]
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},
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{
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id: "bachelor-arts",
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title: "Bachelor of Arts",
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area: "Education, Humanities and Social Sciences",
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duration: "3 years",
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description: "Explore humanities, social sciences, and develop critical thinking skills.",
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entry: "ATAR 60+ or equivalent",
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campus: ["Hobart", "Launceston"],
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fees: "Commonwealth Supported",
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pathways: ["English Literature", "History", "Philosophy", "Sociology", "Psychology"]
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},
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{
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id: "bachelor-creative-arts",
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title: "Bachelor of Creative Arts",
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area: "Creative Arts and Design",
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duration: "3 years",
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description: "Develop skills in visual arts, media, design, and creative practice.",
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entry: "ATAR 65+ with portfolio",
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campus: ["Hobart", "Launceston"],
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fees: "Commonwealth Supported",
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pathways: ["Fine Arts", "Graphic Design", "Media Arts", "Theatre"]
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}
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],
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postgraduate: [
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{
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id: "master-business-administration",
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title: "Master of Business Administration (MBA)",
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area: "Business and Law",
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duration: "1.5-2 years",
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description: "Advanced business leadership and management skills.",
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entry: "Bachelor degree + 3 years work experience",
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campus: ["Hobart", "Sydney"],
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fees: "$35,000 per year",
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pathways: ["Executive Leadership", "Strategy", "Innovation"]
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},
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{
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id: "master-marine-science",
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title: "Master of Marine and Antarctic Science",
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area: "Earth, Sea, Antarctic and Environment",
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duration: "2 years",
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description: "Advanced research in marine ecosystems and climate science.",
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entry: "Bachelor degree in relevant field",
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campus: ["Hobart"],
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fees: "$32,000 per year",
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pathways: ["Research", "Conservation", "Policy"]
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}
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]
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},
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// University Information
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about: {
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rankings: {
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climate_action: "#1 globally (THE Impact Rankings 2022-2025)",
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qs_rating: "5 stars overall",
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global_ranking: "Top 1% worldwide",
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carbon_neutral: "Climate Active certified"
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},
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campuses: {
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hobart: {
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location: "Sandy Bay, Hobart, Tasmania",
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description: "Main campus with marine science facilities and heritage buildings",
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facilities: ["IMAS", "Medical School", "Arts Faculty", "Library"]
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},
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launceston: {
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location: "Newnham, Launceston, Tasmania",
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description: "Northern campus with engineering and health facilities",
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facilities: ["Engineering School", "Health Faculty", "Sports Centre"]
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},
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burnie: {
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location: "Cradle Coast, Burnie, Tasmania",
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description: "Regional campus focusing on health and education",
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facilities: ["Clinical School", "Education Faculty"]
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},
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sydney: {
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location: "Sydney CBD, New South Wales",
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description: "City campus for business and postgraduate programs",
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facilities: ["Business School", "Executive Education"]
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}
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},
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sustainability: {
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achievements: [
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"#1 global ranking for climate action (2022-2025)",
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"100% renewable energy across all campuses",
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"50% reduction in carbon emissions since 2007",
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"Climate Active Carbon Neutral certification",
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"Fossil fuel divestment completed",
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"Green building standards for all new construction"
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],
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initiatives: [
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"Zero waste to landfill by 2030",
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"Carbon neutral by 2030",
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"Sustainable transport programs",
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"Campus solar installations",
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"Biodiversity conservation projects"
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]
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}
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},
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// Research Excellence
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research: {
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institutes: {
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imas: {
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name: "Institute for Marine and Antarctic Studies",
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description: "World-leading marine and climate science research",
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focus: ["Marine ecosystems", "Climate change", "Antarctic research", "Fisheries science"],
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achievements: ["Global recognition in marine science", "Antarctic research partnerships", "Climate modeling"]
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},
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tia: {
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name: "Tasmanian Institute of Agriculture",
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description: "Sustainable agriculture and food systems research",
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focus: ["Sustainable farming", "Food security", "Agricultural innovation"],
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achievements: ["Industry partnerships", "Sustainable agriculture practices"]
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}
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},
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strengths: [
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"Marine and Antarctic Science - global leadership",
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"Climate Action Research - #1 ranking",
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"Agriculture and Food Systems",
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"Health and Medical Research",
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"Engineering and Technology Innovation"
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]
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},
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// Student Support
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support: {
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academic: [
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"Study skills workshops",
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"Academic writing support",
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"Mathematics learning centre",
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"Peer tutoring programs",
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"Online learning resources"
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],
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wellbeing: [
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"Counselling services",
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"Mental health support",
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"Disability services",
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"International student support",
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"Financial counselling"
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],
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career: [
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"Career planning workshops",
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"Industry placement programs",
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"Graduate employment services",
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"Networking events",
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"Professional development"
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]
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},
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// Student Support Services
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student_support: {
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academic_support: {
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learning_support: {
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description: "Free academic skills support for all students",
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services: [
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"Academic writing workshops",
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"Study skills training",
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"Time management coaching",
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"Exam preparation strategies",
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"Research skills development",
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"Critical thinking workshops"
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],
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contact: "learningsupport@utas.edu.au"
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},
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peer_learning: {
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description: "Student-led academic support programs",
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programs: [
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"PASS (Peer Assisted Study Sessions)",
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"Study groups",
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"Peer mentoring",
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"Academic peer coaching",
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"Language exchange programs"
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]
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},
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library_services: {
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description: "Comprehensive library and research support",
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services: [
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"Research consultations",
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"Literature search training",
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"Citation and referencing help",
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"Digital literacy workshops",
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"Subject-specific research guides",
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"Inter-library loans"
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],
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hours: "24/7 online access, extended hours during exams"
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}
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},
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wellbeing_support: {
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counselling: {
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description: "Free, confidential counselling services",
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services: [
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"Individual counselling",
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"Group therapy sessions",
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"Crisis intervention",
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"Mental health workshops",
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"Stress management programs",
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"Relationship counselling"
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],
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contact: "counselling@utas.edu.au",
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phone: "03 6226 2697"
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},
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disability_services: {
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description: "Support for students with disabilities",
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services: [
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"Academic accommodations",
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"Assistive technology",
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"Note-taking services",
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"Alternative assessment arrangements",
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"Mobility and access support",
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"Transition planning"
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],
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contact: "disability.services@utas.edu.au"
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},
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medical_services: {
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description: "On-campus health services",
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services: [
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"General practice consultations",
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"Mental health support",
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"Vaccinations and health checks",
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"Travel health advice",
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"Emergency first aid",
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"Health education programs"
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],
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locations: ["Hobart", "Launceston"]
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}
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},
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financial_support: {
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scholarships: {
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description: "Wide range of scholarships available",
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types: [
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"Academic merit scholarships",
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"Equity scholarships",
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"Research scholarships",
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"International student scholarships",
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"Indigenous scholarships",
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"Regional and rural scholarships"
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],
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amounts: "Up to $10,000 per year",
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website: "scholarships.utas.edu.au"
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},
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financial_aid: {
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description: "Emergency financial assistance",
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services: [
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"Emergency grants",
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"Financial counselling",
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"Budget planning assistance",
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"Centrelink liaison",
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"Student loans guidance",
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"Hardship support"
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]
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}
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},
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career_services: {
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description: "Career development and employment support",
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services: [
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"Career counselling",
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"Resume and cover letter assistance",
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"Interview preparation",
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"Job search strategies",
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"Industry networking events",
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"Graduate employment programs",
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"Internship placements",
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"Professional development workshops"
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],
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contact: "careers@utas.edu.au"
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}
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},
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// International Student Services
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international: {
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why_utas: {
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benefits: [
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"Small class sizes and personalized attention",
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"100% renewable energy campus",
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"Strong industry connections",
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"Stunning natural environment",
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"Safe and welcoming community",
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"Pathway programs available",
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"Post-study work opportunities"
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],
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rankings: [
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"#1 globally for climate action",
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"5-star QS rating",
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"Top 1% of universities worldwide",
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"Excellence in teaching and research"
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]
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},
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entry_requirements: {
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undergraduate: {
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academic: "Australian Year 12 equivalent",
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english: "IELTS 6.0 overall (no band below 6.0) or equivalent",
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additional: "Some programs have specific prerequisites"
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},
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postgraduate: {
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academic: "Bachelor's degree or equivalent",
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english: "IELTS 6.5 overall (no band below 6.0) or equivalent",
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additional: "Work experience may be required for some programs"
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}
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},
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support_services: {
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arrival_support: [
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"Airport pickup service",
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"Orientation programs",
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"Campus tours",
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"Bank account setup assistance",
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"Mobile phone plans",
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"Transport information"
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],
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ongoing_support: [
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"24/7 emergency support",
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"Academic support",
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"Visa renewal assistance",
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"Cultural adaptation programs",
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"English language support",
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"Social activities and events"
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]
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},
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visa_information: {
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student_visa: {
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type: "Subclass 500",
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requirements: [
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"Genuine Temporary Entrant (GTE) statement",
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"Proof of financial capacity",
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"Health insurance (OSHC)",
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"English proficiency",
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"Health examinations"
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],
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work_rights: "20 hours per week during studies"
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}
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},
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accommodation: {
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on_campus: {
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description: "Fully furnished accommodation with meals",
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options: [
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"Christ College",
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"Jane Franklin Hall",
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"University Apartments",
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"Kerslake Hall"
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],
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cost: "$300-$400 per week"
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},
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off_campus: {
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description: "Independent living options",
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options: [
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"Shared houses",
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"Private rentals",
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"Student housing providers",
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"Homestay arrangements"
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],
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cost: "$150-$300 per week"
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}
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}
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},
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// Campus Life
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campus_life: {
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accommodation: {
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residential_colleges: {
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christ_college: {
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description: "Historic college with strong academic tradition",
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features: ["Dining hall", "Study rooms", "Common areas", "Pastoral care"],
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cost: "$400-$450 per week",
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capacity: "200 students"
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},
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jane_franklin_hall: {
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description: "Modern accommodation with excellent facilities",
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features: ["Gym", "Study spaces", "Social areas", "Tutoring support"],
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cost: "$350-$400 per week",
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capacity: "400 students"
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},
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university_apartments: {
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description: "Self-catered apartment-style living",
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features: ["Private bathrooms", "Kitchenettes", "Study areas", "Social spaces"],
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cost: "$300-$350 per week",
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capacity: "300 students"
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}
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}
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},
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clubs_societies: {
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categories: [
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"Academic and professional clubs",
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"Cultural and religious societies",
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"Sports and recreation clubs",
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"Special interest groups",
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"Student politics and advocacy",
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"Arts and creative societies"
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],
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student_association: {
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name: "Tasmania University Student Association (TUSA)",
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services: [
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"Student advocacy",
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"Free legal advice",
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"Emergency financial assistance",
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"Social events and activities",
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"Student publications",
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"Clubs and societies support"
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]
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}
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},
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sports_recreation: {
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facilities: [
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"Sports and Aquatic Centre",
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"Fitness centres",
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"Swimming pools",
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"Tennis courts",
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"Basketball courts",
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"Climbing wall"
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],
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programs: [
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"Elite athlete support",
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"Intramural sports",
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"Group fitness classes",
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"Personal training",
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"Sports clubs",
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"Recreation programs"
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]
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},
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dining: {
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on_campus: [
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"Uni Cafe (Sandy Bay)",
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"Mezz Cafe (Launceston)",
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"Food court options",
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"Vending machines",
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"Residential dining halls"
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],
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dietary_options: [
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"Vegetarian and vegan options",
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"Halal certified meals",
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"Gluten-free options",
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"Allergy-friendly choices"
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]
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}
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},
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// Comprehensive Research Information
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research_comprehensive: {
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excellence_areas: {
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marine_antarctic: {
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description: "World-leading research in marine and Antarctic science",
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institute: "Institute for Marine and Antarctic Studies (IMAS)",
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||||
research_focus: [
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||||
"Climate change impacts on marine ecosystems",
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"Antarctic ice sheet dynamics",
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||||
"Sustainable fisheries management",
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||||
"Ocean acidification",
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||||
"Marine biodiversity conservation",
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||||
"Polar logistics and operations"
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||||
],
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||||
facilities: [
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||||
"Research vessels",
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||||
"Antarctic research stations",
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||||
"Marine laboratories",
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||||
"Climate modeling facilities",
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||||
"Aquaculture research centre"
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||||
],
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||||
partnerships: [
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||||
"Australian Antarctic Division",
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"CSIRO",
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||||
"International Antarctic partners",
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||||
"Fishing industry collaborations"
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||||
]
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||||
},
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||||
agriculture_food: {
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||||
description: "Innovation in sustainable agriculture and food systems",
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||||
institute: "Tasmanian Institute of Agriculture (TIA)",
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||||
research_focus: [
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||||
"Precision agriculture technologies",
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||||
"Crop breeding and genetics",
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||||
"Sustainable farming practices",
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||||
"Food safety and quality",
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||||
"Agricultural robotics",
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||||
"Climate-smart agriculture"
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||||
],
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||||
facilities: [
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||||
"Research farms",
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||||
"Controlled environment facilities",
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||||
"Food processing laboratories",
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||||
"Agricultural technology centres"
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||||
]
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||||
},
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||||
health_medicine: {
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||||
description: "Advancing health outcomes through research",
|
||||
institute: "Menzies Institute for Medical Research",
|
||||
research_focus: [
|
||||
"Chronic disease prevention",
|
||||
"Neurological disorders",
|
||||
"Population health",
|
||||
"Health services research",
|
||||
"Digital health technologies",
|
||||
"Rural and remote health"
|
||||
],
|
||||
facilities: [
|
||||
"Clinical research facilities",
|
||||
"Biomedical laboratories",
|
||||
"Population health data centres",
|
||||
"Medical imaging facilities"
|
||||
]
|
||||
},
|
||||
creative_arts: {
|
||||
description: "Innovation in creative practice and cultural research",
|
||||
research_focus: [
|
||||
"Contemporary art practice",
|
||||
"Cultural heritage preservation",
|
||||
"Creative technologies",
|
||||
"Performance studies",
|
||||
"Design thinking",
|
||||
"Cultural tourism"
|
||||
],
|
||||
facilities: [
|
||||
"Art galleries",
|
||||
"Performance spaces",
|
||||
"Digital media studios",
|
||||
"Creative workshops"
|
||||
]
|
||||
}
|
||||
},
|
||||
research_training: {
|
||||
phd_programs: {
|
||||
duration: "3-4 years full-time",
|
||||
funding: "Most students receive scholarships",
|
||||
support: [
|
||||
"Structured research training",
|
||||
"Milestone monitoring",
|
||||
"Professional development",
|
||||
"Conference presentation opportunities",
|
||||
"Industry collaboration projects"
|
||||
]
|
||||
},
|
||||
masters_by_research: {
|
||||
duration: "1.5-2 years full-time",
|
||||
structure: "Coursework + thesis",
|
||||
pathways: "Direct entry to PhD programs"
|
||||
},
|
||||
research_scholarships: {
|
||||
types: [
|
||||
"Australian Government Research Training Program",
|
||||
"UTAS Research Scholarships",
|
||||
"Industry-sponsored scholarships",
|
||||
"International research scholarships"
|
||||
],
|
||||
amounts: "$28,000-$35,000 per year",
|
||||
additional_support: "Conference funding and research costs"
|
||||
}
|
||||
}
|
||||
},
|
||||
|
||||
// Additional Services and Information
|
||||
additional_services: {
|
||||
alumni_network: {
|
||||
description: "Strong global network of UTAS graduates",
|
||||
services: [
|
||||
"Career networking events",
|
||||
"Mentorship programs",
|
||||
"Professional development",
|
||||
"Alumni directories",
|
||||
"Reunion events",
|
||||
"Alumni benefits and discounts"
|
||||
],
|
||||
global_reach: "Over 100,000 graduates worldwide"
|
||||
},
|
||||
community_engagement: {
|
||||
description: "Strong connections with local and global communities",
|
||||
initiatives: [
|
||||
"Community research partnerships",
|
||||
"Student volunteer programs",
|
||||
"Cultural events and festivals",
|
||||
"Public lecture series",
|
||||
"Community gardens",
|
||||
"Sustainability projects"
|
||||
]
|
||||
},
|
||||
industry_partnerships: {
|
||||
description: "Extensive collaborations with industry partners",
|
||||
sectors: [
|
||||
"Agriculture and aquaculture",
|
||||
"Maritime industries",
|
||||
"Health and medical technology",
|
||||
"Creative industries",
|
||||
"Tourism and hospitality",
|
||||
"Technology and innovation"
|
||||
],
|
||||
benefits: [
|
||||
"Work-integrated learning",
|
||||
"Graduate employment opportunities",
|
||||
"Industry-sponsored research",
|
||||
"Professional development programs",
|
||||
"Internship placements"
|
||||
]
|
||||
}
|
||||
},
|
||||
|
||||
// FAQs
|
||||
faqs: [
|
||||
{
|
||||
q: "What is UTAS known for?",
|
||||
a: "UTAS is globally ranked #1 for climate action and is renowned for marine and Antarctic science research, sustainability leadership, and quality education in a unique island environment."
|
||||
},
|
||||
{
|
||||
q: "How do I apply to UTAS?",
|
||||
a: "Domestic students apply through the UAC UTAS portal, while international students can apply directly or through authorised agents. Applications are free and available online."
|
||||
},
|
||||
{
|
||||
q: "What scholarships are available?",
|
||||
a: "UTAS offers various scholarships including Merit Scholarships ($5,000/year), Tasmanian Scholarships ($15,000/year), and specific program scholarships. Check our scholarships portal for details."
|
||||
},
|
||||
{
|
||||
q: "Where are UTAS campuses located?",
|
||||
a: "UTAS has four campuses: Hobart (main), Launceston (northern), Burnie (regional), and Sydney (city campus for business programs)."
|
||||
},
|
||||
{
|
||||
q: "What support is available for students?",
|
||||
a: "Comprehensive support including academic assistance, mental health counselling, disability services, career guidance, and international student support."
|
||||
}
|
||||
]
|
||||
};
|
||||
|
||||
// Types for search results
|
||||
interface CourseResult {
|
||||
type: 'course';
|
||||
data: {
|
||||
id: string;
|
||||
title: string;
|
||||
area: string;
|
||||
duration: string;
|
||||
description: string;
|
||||
entry: string;
|
||||
campus: string[];
|
||||
fees: string;
|
||||
pathways: string[];
|
||||
};
|
||||
relevance: number;
|
||||
}
|
||||
|
||||
interface FAQResult {
|
||||
type: 'faq';
|
||||
data: {
|
||||
q: string;
|
||||
a: string;
|
||||
};
|
||||
relevance: number;
|
||||
}
|
||||
|
||||
type SearchResult = CourseResult | FAQResult;
|
||||
|
||||
// Search functions for RAG
|
||||
export const searchKnowledgeBase = (query: string, category?: string): SearchResult[] => {
|
||||
const results: SearchResult[] = [];
|
||||
const searchTerms = query.toLowerCase().split(' ');
|
||||
|
||||
// Search courses
|
||||
if (!category || category === 'courses') {
|
||||
[...utasKnowledgeBase.courses.undergraduate, ...utasKnowledgeBase.courses.postgraduate].forEach(course => {
|
||||
const relevance = searchTerms.reduce((score, term) => {
|
||||
if (course.title.toLowerCase().includes(term) ||
|
||||
course.description.toLowerCase().includes(term) ||
|
||||
course.area.toLowerCase().includes(term)) {
|
||||
return score + 1;
|
||||
}
|
||||
return score;
|
||||
}, 0);
|
||||
|
||||
if (relevance > 0) {
|
||||
results.push({ type: 'course', data: course, relevance });
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
// Search FAQs
|
||||
if (!category || category === 'faq') {
|
||||
utasKnowledgeBase.faqs.forEach(faq => {
|
||||
const relevance = searchTerms.reduce((score, term) => {
|
||||
if (faq.q.toLowerCase().includes(term) || faq.a.toLowerCase().includes(term)) {
|
||||
return score + 1;
|
||||
}
|
||||
return score;
|
||||
}, 0);
|
||||
|
||||
if (relevance > 0) {
|
||||
results.push({ type: 'faq', data: faq, relevance });
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
return results.sort((a, b) => b.relevance - a.relevance).slice(0, 5);
|
||||
};
|
||||
|
||||
export default utasKnowledgeBase;
|
||||
Reference in New Issue
Block a user