Space: Shoaibkhanjadoon/university-chatbot-api
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2418, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: What are the core courses in the SBEPD program for Semester I?
sentences: [METADATA] Source: paf-iast.edu.pk/department-of-biomedical-sciences/ | Topic: Research | Level: General | Keywords: research
projects, funding, NRPU, international collaboration, Austria, China, UK, phage therapy, genomics, pharmacogenetics, stem cell, HBV,
glaucoma, epilepsy
Department Overview
The Department of Biological and Health Sciences was established in 2020 under the Faculty of Biological and
Health Sciences at PAF-IAST. It currently offers 5 undergraduate and 4 postgraduate (MS and PhD) degree, Program: SBEPD
Semester I — Foundation
Code
Course Title
Cr.Hrs
Type
ENT-101
Introduction to Entrepreneurship
3(3-0)
Core
ENT-102
Fundamentals of Business
3(3-0)
Core
SS-101
Functional English
3(3-0)
Compulsory
MTH-101
Business Mathematics I
3(3-0)
Foundation
ISL-101
Islamic Studies / Ethics
2(2-0)
Compulsory
COMP-102
Introduction to ICT
3(2-1)
Foundation
Total Credit Hours — Semester 1, professional standards on par with top international institutions.
Key Features
Feature
Details
Industry Day
Annual event attracting industry executives. Students meet potential employers; employers conduct interviews and presentations.
Innovate Technology Incubation Centre
SDAAT students can commercialise their projects and products through PAF-IAST's Technology Park and Incubation Centre.
Mandatory Internships
All SDAAT programs require industry internships every semester to build practical experience in real-world settings.
International Collaboration, source_sentence: What subjects are required for Interior Designs program?
sentences: Semester IV
Code
Course Title
Cr.Hrs
Type
AND-211
3D Character Animation
3(1-2)
Core
AND-212
Background & Environment Art
3(1-2)
Core Studio
AND-213
Motion Graphics & Typography
3(1-2)
Core
AND-214
Compositing & Post-Production
3(1-2)
Core
DAA-202
Copyrights, Contract & Media Laws
3(3-0)
Foundation
SS-202
Entrepreneurship & Innovation
2(2-0)
Social Sci.
Total Credit Hours — Semester 4
CHUNK 06 | BS Animation Design — Semester V to VIII Curriculum
[METADATA] Source: paf-iast.edu.pk/sdaat/ | Program: BS Animation Design | Keywords: semester 5 to 8, 3D animation studio, VFX,
rigging, FYP, senior project, internship, Pharmaceutical Biotechnology, Industrial Biotechnology, Environmental Biotechnology, and
Nanobiotechnology.
CHUNK 22 | PhD Biotechnology — Coursework, Research & Active Projects
[METADATA] Source: paf-iast.edu.pk | Program: PhD Biotechnology | Level: Doctoral | Keywords: coursework, active research, NRPU,
funded projects, phage therapy, glaucoma, MRSA
PhD Coursework — Semesters I & II (18 Credit Hours)
Code
Course Title
Cr.Hrs
Type
PHD-BT-901
Advanced Molecular Biotechnology
3(3-0)
Core
PHD-BT-902
Grant Writing & Scientific Communication
3(3-0)
Core
PHD-BT-903
Research Seminars & Journal Club, Programs | B.Sc. Bio Medical Engineering Technology | English 
and Business Studies 
• Subject Percentages / Entry Test Combination: English: 20% 
| Math: 30% | Physics: 30% | Chemistry: 20% 
Download Test Sample 
Test 3 
• Required Degree Program / Eligible for Degree Program: 
Only for ICS/Equivalent → All Engineering Programs (BE 
Electrical Engg, BE Chemical Engg, BE Material Engg and BS 
Computer Engineering | All IT&CS Programs (Computer Sci, 
Data Sci, Software Engg, Artificial Intelligence, Cyber Security) 
| Robotics | B.Sc. Mechanical Engineering Technology 
Programs | B.Sc. Bio Medical Engineering Technology | English 
and Business Studies 
• Subject Percentages / Entry Test Combination: English: 20% 
| G. Math: 40% | Computer: 40% 
Download Test Sample 
Test 4 
• Required Degree Program / Eligible for Degree Program: All 
Category HSSC/Equivalent → Interior Designs | Information 
Design | Textile Designs | Animation Design | Game Design | 
Fashion Design | Film and TV | Multimedia and Gaming | Fine 
Arts 
• Subject Percentages / Entry Test Combination: Drawing: 
50% | Aptitudes: 50% + Interview, source_sentence: How long is a summer break internship in total?
sentences: 3. BS Cyber Security Course List 
Focuses on protecting digital systems, networks, and data through techniques like 
cryptography and ethical hacking. 
• Semester 1: Introduction to ICT (+ Lab), Programming Fundamentals (+ Lab), 
Applied Physics (+ Lab), English Language & Communication Skills, Islamic Studies, 
Community Service. 
• Semester 2: Object Oriented Programming (+ Lab), Discrete Structures, 
Entrepreneurship, Calculus & Analytical Geometry, Probability & Statistics, Pakistan 
Studies. 
• Semester 3: Data Structures & Algorithms (+ Lab), Information Security, Artificial, conduct as may disrupt of any academic program /activity of the 
Institute. 
11.4 PAF-IAST Community will show tolerance, understanding, and 
respect for the rights of others. In case of any misunderstanding 
with peers or Institute management, etc., discussions and 
exchange of views within the bounds of decency and decorum 
would be the desirable course to follow. Threatening attitude and 
behaviour to fellow students, faculty, staff, or PAF-IAST as an 
institution could cause dismissal from the Institute. 
11.5 Irrespective of gender, PAF-IAST Community will be respectful to, semester internship (after the 6th semester) and 10 weeks total 
summer break internship (collectively after the 2nd and 4th 
semesters) which will be of 05 weeks in each summer break. 
Allowed forms of Internship. 
10.2 Industrial training: An industrial training will be considered an 
internship experience through which students gain real-time work 
experience in an industry or R&D organization and gain knowledge 
through hands-on observation and job execution either in national 
or international/multinational companies., source_sentence: What are the key areas of research specialization available in the PhD program in Biotechnology?
sentences: biotechnology and related disciplines. It follows HEC Pakistan's PhD policy with coursework in early semesters, a
comprehensive examination, and a full doctoral dissertation requiring SCI-indexed publications.
Eligibility
18 years of education with MS/MPhil in Biotechnology, Biochemistry, Molecular Biology, Microbiology, or closely
related field. Minimum 3.0 CGPA. PAF-IAST PhD entry test + panel interview + research proposal submission.
Research Specializations Available
Specialization
Key Research Topics
Molecular Genetics & Genomics
CRISPR/Cas9, gene therapy, genetic disease diagnostics, double degrees are awarded. For BSc MET, students receive a joint degree from PAF-IAST and Chengdu
University, China.
CHUNK 17 | MME Admission Process, Program Summary Table & Key FAQs
[METADATA] Source: paf-iast.edu.pk | Topic: Admission, Programs Summary | Level: General | Keywords: admission, eligibility, entry
test, fee, FSc pre-engineering, DAE, 60%, 50%, all programs summary, test centers, merit, aggregate
All MME Programs — Quick Reference
Program
Level
Status
Duration
Accreditation
BSc Mechanical Engineering Technology
Undergraduate
Active (Fall 2023)
4 yrs / 8 sem
NTC + Chengdu Univ., After completing this course student 
can become part of huge fashion 
industry. The trained professionals 
can get into the industry very easily. 
There is a big opportunity for these 
professionals to start their own small 
businesses as well.
ELIGIBILITY
All the courses offered are open 
to young men and women with 
matriculation qualification. Basic 
computer literacy will be of advantage.
DURATION
Total duration of the course is 3 months 
with 3 classes every week of 4 hours 
duration.
4.  TEXTILE WEAVING
The global size of the textile industry is, source_sentence: What is the time commitment required for the textile wet processing technician course?
sentences: The School of Computing Sciences at PAF-IAST offers several Master of Science (MS) 
programs, typically requiring 32 credit hours and a duration of 1.5 to 4 years. General entry 
requirements include a 16-year bachelor's degree with at least 130 credit hours and a 
minimum 50% score in GRE/GAT or the PAF-IAST MET. 
Below are the details for the master's programs, organized by semester: 
MS Artificial Intelligence Course List 
• Semester 1: Courses include Tools and Techniques for Data Science (3 credits), 
Advanced Machine Learning (3 credits), and one Elective (3 credits)., 2 Wah Cantt 6,500 Per Month 6 Havelian 5,000 Per Month 
3 Taxila 4,000 Per Month 7 Haripur City 3,000 Per Month 
4 Khanpur 3,000 Per Month 8 Haripur By Pass 3,500 Per Month, the machinery.
EARNING OPPORTUNITIES
Textile Wet Processing Technician, 
Stenter Machine Operator, Jigger 
Machine Operator, Package Dyeing 
Machine Operator, Printer operator, 
Printing Master 
ELIGIBILITY
Matric 
DURATION
26 Weeks 20 Hours per week
pipeline_tag: sentence-similarity
library_name: sentence-transformers
title: PAF-IAST Chatbot
sdk: docker
Tags: docker, sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2418, loss:MultipleNegativesRankingLoss, region:us