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from langchain_community.document_loaders import WebBaseLoader
def clean_main(doc):
header = " SR Gudlavalleru Engineering College | An Autonomous Institute Admission Enquiry Form Latest News : Student Development Programme on Business Analytics – Power BI and R Software 6-11 January, 2024 In view of the prevailing climatic conditions, the National level Literary and Cultural events Contest scheduled during 7-8,December is postponed. Further schedule will be intimated later. A National Level Inter-Engineering Collegiate Tournament on 18-20 Nov, 2023(Registration Last Date: 15, Nov 2023) SRGEC Ratnas Awards (Extended Upto 15-11-2023) Placements for the Class of 2023 – 890* (as on 21st August 2023) (CIVIL-27, EEE-80, ME-98, ECE-285, CSE-265, IT-78, MBA-57). Student Background Verification Circular IMPORTANT Notice: All Education Verification requests should be sent to [email protected] News & Updates Downloads Links About GEC About us Promoters Vision and Mission Administration Chairman Secretary & Correspondent Principal Vice Principals Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Best Practices Institutional Distinctiveness Future Plans Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Fee Details Rules And Regulations Academic calendar Academic Awards College Publications Examinations CoE Assistant COEs Regulations Examination Rules Circulars B.Tech M.Tech MBA Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us Placements Goals and Objectives MOUS Training programs Esteemed Recruiters Placement Statistics Assessment Partners Office Bearers Downloads R&D Research Ethics Committee Research Promotion Policy Seed Money (In-House R&D Projects) External Funded Projects Consultancy Publications PhD Guidance Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee Self Learning Courses NPTEL Web Courses Videos Remote Access Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Geo Tagged Photos Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Achievements Facilities Fitness Center NSS NSS Committee Events Organized Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM Alumni Alumni Website About Alumni Faculty Coordinators Alumni Office bearers Alumni Meet Alumni Activities DISA a way forward Scholarships Eminent Alumni Gallery NAAC-2023 SSR IIQA DVV Library SRGEC Ratnas Awards Silver Jubilee Feedback Contact Us A- A A+"
footer = "Testimonials Nice college ,good atmosphere,great library Completed my graduation (B.Tech) (EEE)2014-2018 batch. kunamneni raghu pradeep( EEE ) One of the best infrastructured college in AP. Students has a huge platform to reach their goals by well qualified lecturers. Dheeraj korukonda( CSE ) Very good college with infrastructure , experienced faculty. College library is top among the libraries of andhrapradesh. Amenities(canteen, internal auditorium, play ground) for students are awesome. vinay sairam( Google Review ) Quick Links Ecap College Administration Imp Phone Numbers Departments Academic Calender Fee Details Smart India Hackathon GEC RESULTS College News Letter ARIIA Reports-2022 RTI Cell Central Library Contact us Seshadri Rao Gudlavalleru Engineering College, Seshadri Rao Knowledge Village, Gudlavalleru, Krishna(dt), Andhra Pradesh 521356. 08674-273737 / 273888, +91 9848779121 08674-273957, [email protected] Location How to reach us Last Updated 03 October 2023 Vistors Counter : © 2024 SR Gudlavalleru Engineering College | An Autonomous Institute. All rights reserved | Made with by SR Gudlavalleru Engineering College Home About GEC About us Promoters College Administration Governing Body Academic Council IQAC Members Administration Chairman Secretary & Correspondent Principal Vice Principal Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Rules And Regulations Academic calendar Academic Awards Examinations CoE Assistant COEs Regulations Examination Rules Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us Placements Goals and Objectives MOUS Training programs Esteemed Recruiters Placement Statistics Assessment Partners Office Bearers Downloads R&D Research Ethics Committee Research Promotion Policy Seed Money (In-House R&D Projects) External Funded Projects Consultancy Publications PhD Guidance Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee NPTEL Web Courses Videos Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Events Organized Facilities Fitness Center NSS Events Organized NSS Regular Activities NSS Special Camp Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM Alumni About Alumni Faculty Coordinators Alumni Office bearers Alumni Meet Alumni Activities DISA a way forward Scholarships Eminent Alumni Gallery NAAC-2023 SSR IIQA DVV Library Silver Jubilee Feedback Contact Us"
sidebar = "About GEC About us Promoters Vision and Mission Governing Body Academic Council Administration Chairman Secretary & Correspondent Principal Vice Principals Directors AS&A PGCRD Innovation and Entrepreneurship Pre Incubation and Innovation Centers Innovation and Incubation Cell Quality Policy Imp Contact Numbers"
doc.page_content = doc.page_content.replace("\n"," ")
doc.page_content = doc.page_content.replace(header," ")
doc.page_content = doc.page_content.replace(footer," ")
doc.page_content = doc.page_content.replace(sidebar," ")
return doc
def iot_clean(doc):
header = "SR Gudlavalleru Engineering College Latest News : Five-day SDP Program on Python for IoT : Connecting the physical World Organised by the Department of Internet of Things from 14-11-2023 to 18-11-2023 Two-Day National Level Technical Competition FUSIONX-2k23 (14-9-2023 to 15-9-2023) Three - Day SDP on Real Time IoT Applications using Advanced Microcontrollers (24-8-2023 to 26-8-2023) One-Week International Faculty Development Programme on IoT, Industry 4.0 and Stress Management from 17-07-2023 to 22-07-2023 Three-Day Intensive IoT Workshop and Hackathon on Internet of Things from 11-07-2023 to 13-07-2023. GEC Home faculty Infrastructure LABS Classrooms Department Library Academic Info R&D Advisory Committee Committee Members Projects IN-HOUSE R&D PROJECTS EXTERNAL FUNDED PROJECTS Funded Schemes Publications Department Activities Student Activities PATRIOT ACTIVITIES DRONE CLUB ACTIVITIES ISF ACTIVITIES SDP ACTIVITIES Faculty Activities Summary of Student Activities Summary of Faculty Activities Placements Alumni Alumni List Suggestions Alumni Activities Gallery Contact Us"
footer = "Opening Hours Mon - Fri : 9.00 am - 6.00 pm Saturday : 9.00 am - 5.00 pm Sun :\xa0 \xa0Closed Quick Links Infrastructure Academic Info Placements faculty Address SR Gudlavalleru Engineering College, Gudlavalleru, Krishna Dist, Andhra Pradesh, INDIA. 521356 08674-273737 [email protected] Last Updated 31 January 2024 © 2024 SR Gudlavalleru Engineering College GEC Home faculty Infrastructure LABS Classrooms Department Library Academic Info R&D Advisory Committee Committee Members Projects IN-HOUSE R&D PROJECTS EXTERNAL FUNDED PROJECTS Department Activities Student Activities PATRIOT ACTIVITIES DRONE CLUB ACTIVITIES ISF ACTIVITIES SDP ACTIVITIES HELPING HANDS Faculty Activities Placements Alumni Alumin List Suggetions Gallery Contact Us"
footer2 ="Opening Hours Mon - Fri : 9.00 am - 6.00 pm Saturday : 9.00 am - 5.00 pm Sun :\xa0 \xa0Closed Quick Links Infrastructure Academic Info Placements faculty Address SR Gudlavalleru Engineering College, Gudlavalleru, Krishna Dist, Andhra Pradesh, INDIA. 521356 08674-273737 [email protected] Last Updated 31 January 2024 © 2024 SR Gudlavalleru Engineering College GEC Home faculty Infrastructure LABS Classrooms Department Library Academic Info R&D Advisory Committee Committee Members Projects IN-HOUSE R&D PROJECTS EXTERNAL FUNDED PROJECTS Department Activities Student Activities PATRIOT ACTIVITIES DRONE CLUB ACTIVITIES ISF ACTIVITIES SDP ACTIVITIES HELPING HANDS Faculty Activities Placements Alumni Alumin List Suggetions Gallery Contact Us"
doc.page_content = doc.page_content.replace("\n"," ")
doc.page_content = doc.page_content.replace(header," ")
doc.page_content = doc.page_content.replace("view more", " ")
doc.page_content = doc.page_content.replace(footer," ")
doc.page_content = doc.page_content.replace(footer2," ")
return doc
def get_data():
iot_urls = [
"https://iot.gecgudlavalleru.ac.in/",
"https://iot.gecgudlavalleru.ac.in/facaulty",
"https://iot.gecgudlavalleru.ac.in/infrastructure_labs/IoT-based-Embedded-Systems-Laboratory",
"https://iot.gecgudlavalleru.ac.in/classrooms",
"https://iot.gecgudlavalleru.ac.in/department_library",
"https://iot.gecgudlavalleru.ac.in/advisory_committee",
"https://iot.gecgudlavalleru.ac.in/committee_members",
"https://iot.gecgudlavalleru.ac.in/projects/IN-HOUSE-R-D-PROJECTS",
"https://iot.gecgudlavalleru.ac.in/project_details/IN-HOUSE-R-D-PROJECTS/6jSAp_Smart-Agriculture-Monitoring-System-Using-LoRAWAN-Internet-of-Things-and-Artificial-Intelligence-Analysis",
"https://iot.gecgudlavalleru.ac.in/project_details/IN-HOUSE-R-D-PROJECTS/IetAQ_Design-and-Implementation-of-Facial-recognition-using-Drone-Technology",
"https://iot.gecgudlavalleru.ac.in/projects/EXTERNAL-FUNDED-PROJECTS",
"https://iot.gecgudlavalleru.ac.in/project_details/EXTERNAL-FUNDED-PROJECTS/rGytq_Design-of-Operational-Trans-Conductance-Amplifier-for-ECG-Applications-using-CMOS-Technology-OTA-RPS-",
"https://iot.gecgudlavalleru.ac.in/funded_schemes",
"https://iot.gecgudlavalleru.ac.in/funded_details/Soft-Computing-Techniques-and-it-s-Applications",
"https://iot.gecgudlavalleru.ac.in/funded_details/Prerana",
"https://iot.gecgudlavalleru.ac.in/funded_details/AICTE-MODROBS-Modernization-of-Database-Lab",
"https://iot.gecgudlavalleru.ac.in/publications",
"https://iot.gecgudlavalleru.ac.in/student_activities/SDP-ACTIVITIES",
"https://iot.gecgudlavalleru.ac.in/faculty_activities",
"https://iot.gecgudlavalleru.ac.in/summary_activities",
"https://iot.gecgudlavalleru.ac.in/summary_faculty_activities",
"https://iot.gecgudlavalleru.ac.in/contact",
# "https://iot.gecgudlavalleru.ac.in/e_content",
"https://iot.gecgudlavalleru.ac.in/syllabus"
]
main_page_urls = [
"https://www.gecgudlavalleru.ac.in/",
"https://gecgudlavalleru.ac.in/principal.php",
"https://gecgudlavalleru.ac.in/chairman.php",
"https://gecgudlavalleru.ac.in/profile_of_vvsr.php",
"https://gecgudlavalleru.ac.in/awards.php",
"https://gecgudlavalleru.ac.in/induction_progrmme.php",
"https://gecgudlavalleru.ac.in/accreditations.php",
"https://gecgudlavalleru.ac.in/central_library/At-a-Glance",
"https://gecgudlavalleru.ac.in/infrastructure/Laboratories",
]
college_details_urls = [
"https://gecgudlavalleru.ac.in/infrastructure/Class-Rooms",
"https://gecgudlavalleru.ac.in/central_library/At-a-Glance",
"https://gecgudlavalleru.ac.in/infrastructure/Laboratories",
"https://gecgudlavalleru.ac.in/infrastructure/Seminar-Halls",
"https://gecgudlavalleru.ac.in/amenities/Gymnasium",
]
## Main Pages Data
loader = WebBaseLoader(main_page_urls)
main_docs = loader.load()
# for i in range(1, len(main_docs)):
for i in range(len(main_docs)):
clean_main(main_docs[i])
h1 = "About GEC About us Promoters Vision and Mission Administration Chairman Secretary & Correspondent Principal Vice Principals Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Best Practices Institutional Distinctiveness Future Plans Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Fee Details Rules And Regulations Academic calendar Academic Awards College Publications Examinations CoE Assistant COEs Regulations Examination Rules Circulars B.Tech M.Tech MBA Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us"
f1 = "Last Updated 03 October 2023 Vistors Counter : © 2024 SR Gudlavalleru Engineering College | An Autonomous Institute. All rights reserved | Made with by SR Gudlavalleru Engineering College Home About GEC About us Promoters College Administration Governing Body Academic Council IQAC Members Administration Chairman Secretary & Correspondent Principal Vice Principal Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Rules And Regulations Academic calendar Academic Awards Examinations CoE Assistant COEs Regulations Examination Rules Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us Placements Goals and Objectives MOUS Training programs Esteemed Recruiters Placement Statistics Assessment Partners Office Bearers Downloads R&D Research Ethics Committee Research Promotion Policy Seed Money (In-House R&D Projects) External Funded Projects Consultancy Publications PhD Guidance Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee NPTEL Web Courses Videos Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Events Organized Facilities Fitness Center NSS Events Organized NSS Regular Activities NSS Special Camp Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM Alumni About Alumni Faculty Coordinators Alumni Office bearers Alumni Meet Alumni Activities DISA a way forward Scholarships Eminent Alumni Gallery NAAC-2023 SSR IIQA DVV Library Silver Jubilee Feedback Contact Us"
main_docs[0].page_content = main_docs[0].page_content.replace("\n"," ")
main_docs[0].page_content = main_docs[0].page_content.replace(h1," ")
main_docs[0].page_content = main_docs[0].page_content.replace(f1," ")
main_docs[0].page_content = main_docs[0].page_content.replace("08674-273957", " ")
main_docs[1].page_content = "Principal of SRGEC" + main_docs[1].page_content
## IoT Pages Data
loader = WebBaseLoader(iot_urls)
iot_docs = loader.load()
for i in range(2, len(iot_docs)):
iot_clean(iot_docs[i])
h2 = "GEC Home faculty Infrastructure LABS Classrooms Department Library Academic Info R&D Advisory Committee Committee Members Projects IN-HOUSE R&D PROJECTS EXTERNAL FUNDED PROJECTS Funded Schemes Publications Department Activities Student Activities PATRIOT ACTIVITIES DRONE CLUB ACTIVITIES ISF ACTIVITIES SDP ACTIVITIES Faculty Activities Summary of Student Activities Summary of Faculty Activities Placements Alumni Alumni List Suggestions Alumni Activities Gallery Contact Us"
f2 = "Last Updated 31 January 2024 © 2024 SR Gudlavalleru Engineering College GEC Home faculty Infrastructure LABS Classrooms Department Library Academic Info R&D Advisory Committee Committee Members Projects IN-HOUSE R&D PROJECTS EXTERNAL FUNDED PROJECTS Department Activities Student Activities PATRIOT ACTIVITIES DRONE CLUB ACTIVITIES ISF ACTIVITIES SDP ACTIVITIES HELPING HANDS Faculty Activities Placements Alumni Alumin List Suggetions Gallery Contact Us"
# IoT Main Page
iot_docs[0].page_content = iot_docs[0].page_content.replace("\n"," ")
iot_docs[0].page_content = iot_docs[0].page_content.replace(h2," ")
iot_docs[0].page_content = iot_docs[0].page_content.replace(f2," ")
# IoT Faculty Page
iot_docs[1].page_content = "They are Faculty of IoT Department: \n\n\n" + iot_docs[1].page_content
## College Details Data
loader = WebBaseLoader(college_details_urls)
college_details_docs = loader.load()
def clean_college_details(doc):
header = " SR Gudlavalleru Engineering College | An Autonomous Institute Admission Enquiry Form Latest News : Student Development Programme on Business Analytics – Power BI and R Software 6-11 January, 2024 In view of the prevailing climatic conditions, the National level Literary and Cultural events Contest scheduled during 7-8,December is postponed. Further schedule will be intimated later. A National Level Inter-Engineering Collegiate Tournament on 18-20 Nov, 2023(Registration Last Date: 15, Nov 2023) SRGEC Ratnas Awards (Extended Upto 15-11-2023) Placements for the Class of 2023 – 890* (as on 21st August 2023) (CIVIL-27, EEE-80, ME-98, ECE-285, CSE-265, IT-78, MBA-57). Student Background Verification Circular IMPORTANT Notice: All Education Verification requests should be sent to [email protected] News & Updates Downloads Links About GEC About us Promoters Vision and Mission Administration Chairman Secretary & Correspondent Principal Vice Principals Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Best Practices Institutional Distinctiveness Future Plans Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Fee Details Rules And Regulations Academic calendar Academic Awards College Publications Examinations CoE Assistant COEs Regulations Examination Rules Circulars B.Tech M.Tech MBA Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us Placements Goals and Objectives MOUS Training programs Esteemed Recruiters Placement Statistics Assessment Partners Office Bearers Downloads R&D Research Ethics Committee Research Promotion Policy Seed Money (In-House R&D Projects) External Funded Projects Consultancy Publications PhD Guidance Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee Self Learning Courses NPTEL Web Courses Videos Remote Access Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Geo Tagged Photos Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Achievements Facilities Fitness Center NSS NSS Committee Events Organized Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM Alumni Alumni Website About Alumni Faculty Coordinators Alumni Office bearers Alumni Meet Alumni Activities DISA a way forward Scholarships Eminent Alumni Gallery NAAC-2023 SSR IIQA DVV Library SRGEC Ratnas Awards Silver Jubilee Feedback Contact Us A- A A+"
footer = "Testimonials Nice college ,good atmosphere,great library Completed my graduation (B.Tech) (EEE)2014-2018 batch. kunamneni raghu pradeep( EEE ) One of the best infrastructured college in AP. Students has a huge platform to reach their goals by well qualified lecturers. Dheeraj korukonda( CSE ) Very good college with infrastructure , experienced faculty. College library is top among the libraries of andhrapradesh. Amenities(canteen, internal auditorium, play ground) for students are awesome. vinay sairam( Google Review ) Quick Links Ecap College Administration Imp Phone Numbers Departments Academic Calender Fee Details Smart India Hackathon GEC RESULTS College News Letter ARIIA Reports-2022 RTI Cell Central Library Contact us Seshadri Rao Gudlavalleru Engineering College, Seshadri Rao Knowledge Village, Gudlavalleru, Krishna(dt), Andhra Pradesh 521356. 08674-273737 / 273888, +91 9848779121 08674-273957, [email protected] Location How to reach us Last Updated 03 October 2023 Vistors Counter : © 2024 SR Gudlavalleru Engineering College | An Autonomous Institute. All rights reserved | Made with by SR Gudlavalleru Engineering College Home About GEC About us Promoters College Administration Governing Body Academic Council IQAC Members Administration Chairman Secretary & Correspondent Principal Vice Principal Directors AS&A PGCRD Quality Policy Imp Contact Numbers Why GEC? Accreditations Awards Academics Departments Programmes Offered UG Programmes PG Programmes Admission Procedure Rules And Regulations Academic calendar Academic Awards Examinations CoE Assistant COEs Regulations Examination Rules Fee Notifications B.Tech M.Tech MBA Results B.Tech M.Tech MBA Time Tables B.Tech M.Tech MBA Downloads(AT) Contact Us Placements Goals and Objectives MOUS Training programs Esteemed Recruiters Placement Statistics Assessment Partners Office Bearers Downloads R&D Research Ethics Committee Research Promotion Policy Seed Money (In-House R&D Projects) External Funded Projects Consultancy Publications PhD Guidance Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee NPTEL Web Courses Videos Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Events Organized Facilities Fitness Center NSS Events Organized NSS Regular Activities NSS Special Camp Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM Alumni About Alumni Faculty Coordinators Alumni Office bearers Alumni Meet Alumni Activities DISA a way forward Scholarships Eminent Alumni Gallery NAAC-2023 SSR IIQA DVV Library Silver Jubilee Feedback Contact Us"
sidebar = "About GEC About us Promoters Vision and Mission Governing Body Academic Council Administration Chairman Secretary & Correspondent Principal Vice Principals Directors AS&A PGCRD Innovation and Entrepreneurship Pre Incubation and Innovation Centers Innovation and Incubation Cell Quality Policy Imp Contact Numbers"
sidebar2 = "Facilities Central Library At a Glance Dept wise Books Info Journals Library Committee Self Learning Courses NPTEL Web Courses Videos Remote Access Infrastructure Class Rooms Laboratories Seminar Halls Central Lecture Theatre Amenities Block Gymnasium Indoor Stadium Built up area Guest Rooms Canteen Physical Education Staff University Blues Achievements Facilities Fitness Center NSS Events Organized Transportation Faculty Club Hostels Others Internet WI-FI Bank & ATM"
doc.page_content = doc.page_content.replace("\n"," ")
doc.page_content = doc.page_content.replace(header," ")
doc.page_content = doc.page_content.replace(footer," ")
doc.page_content = doc.page_content.replace(sidebar," ")
doc.page_content = doc.page_content.replace(sidebar2, " ")
return doc
# Cleaning the college_details_data
for i in range(len(college_details_docs)):
clean_college_details(college_details_docs[i])
## Combining Main, IoT and college details Pages into a single document collection
documents = main_docs + iot_docs + college_details_docs
return documents