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-    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/mission-critical-connectivity-for-public-sector-safety-defence-applications-with-private-5g-50064/",
-    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/5g-transport-networks-foundation-for-the-monetisation-of-b2b-services-50183/",
-    "https://www.telecomtv.com/content/open-ran/the-telus-approach-to-open-ran-50199/",
-    "https://www.telecomtv.com/content/telco-as-a-platform-summit/how-apis-and-middleware-can-support-vertical-applications-49999/",
-    "https://www.telecomtv.com/content/digital-platforms-services/how-telco-industry-transformation-can-deliver-growth-50090/",
-    "https://www.telecomtv.com/content/digital-support-systems-summit/appledore-s-francis-haysom-on-telco-software-trends-50205/",
-    "https://www.telecomtv.com/content/digital-platforms-services/exposing-network-apis-the-deutsche-telekom-way-50187/",
+    "https://www.telecomtv.com/content/dsp-leaders-forum-2024/how-dell-is-helping-telcos-to-ease-their-way-into-the-disaggregated-networking-era-50616/",
+    "https://www.telecomtv.com/content/telcos-and-ai-channel/partnerships-are-key-to-genai-success-50695/",
     "https://www.telecomtv.com/content/dsp-leaders-forum-2024/the-aws-vision-for-telecom-network-innovation-and-new-revenue-streams-50528/",
-    "https://www.telecomtv.com/content/network-automation/vodafone-s-mabel-pous-fenollar-on-network-automation-50284/"
+    "https://www.telecomtv.com/content/open-ran-summit/the-key-drivers-for-wider-open-ran-adoption-50373/",
+    "https://www.telecomtv.com/content/network-automation/autonomous-core-network-for-a-higher-level-network-stability-50739/",
+    "https://www.telecomtv.com/content/telcos-and-ai-channel/orange-s-vision-on-game-changing-ai-50231/",
+    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/shape-the-future-of-telecom-with-the-power-of-ai-50238/",
+    "https://www.telecomtv.com/content/dsp-leaders-forum/extra-shot-part-3-featuring-colt-technology-ngmn-alliance-and-wind-river-50615/",
+    "https://www.telecomtv.com/content/dsp-leaders-forum/extra-shot-part-2-featuring-intel-appledore-research-and-aws-50613/",
+    "https://www.telecomtv.com/content/cloud-native/why-telcos-are-transforming-into-techcos-50719/",
+    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/how-mobile-private-networking-unlocks-benefits-for-businesses-49943/",
+    "https://www.telecomtv.com/content/dsp-leaders-forum/extra-shot-part-6-featuring-appledore-research-and-dell-technologies-50619/",
+    "https://www.telecomtv.com/content/digital-platforms-services/totogi-s-danielle-royston-on-the-unifying-power-of-ai-50647/",
+    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/accelerating-the-journey-to-autonomous-networks-in-telecom-50089/",
+    "https://www.telecomtv.com/content/telcos-and-ai-channel/how-ai-can-help-safeguard-businesses-from-cyberattacks-50294/",
+    "https://www.telecomtv.com/content/5g/gsma-launches-its-5g-connectivity-index-50255/",
+    "https://www.telecomtv.com/content/spotlight-on-5g-partner-insights/racing-ahead-tech-mahindra-at-mwc-barcelona-2024-50257/"
   ],
   "speakers": [
-    "Sarwar Khan",
-    "Franz Seiser",
-    "Raj Yavatkar",
-    "Mark Henry",
-    "Laura Murphy",
-    "Fabio Cerone",
-    "Amol Phadke",
-    "Cristina Rodriguez",
-    "Luis Velarde Tazon",
-    "VT-John Abraham",
-    "Akira Tada",
-    "Neil McRae",
-    "Vishal Mathur",
-    "Martin Jensen",
-    "Kevin Nethercott",
-    "Audience-Francis Haysom",
-    "Wang Quan",
-    "Mojdeh Amani",
-    "Al Balasco",
-    "Martyn Warwick",
+    "Werner Schaefer",
+    "Audience-Alfredo Musitani",
+    "Harpinder Matharu",
+    "Andy Tiller",
+    "Azhar Sayeed",
+    "Danielle Rios Royston",
+    "Richard MacKenzie",
+    "Dean Dennis",
     "Kalvin Bahia",
-    "Alfredo Musitani",
-    "Ian Hood",
-    "Cormac Whelan",
-    "Chris Lewis",
-    "Abhishek Shankar",
-    "Tony Geheran",
-    "Jeroen Verbruggen",
-    "Ray Le Maistre",
-    "Harshvendra Soin",
-    "John Abraham",
-    "Dr Joan Triay",
-    "Richard MacKensie",
-    "Mark Duesener",
-    "Francis Haysom",
     "Amir Mehmood",
+    "Joy King",
+    "Ray Le Maistre",
+    "Sandeep Sharma",
+    "Yanitsa Boyadzhieva",
+    "Mark Gilmour",
+    "Mallik Rao",
+    "Manish Singh",
+    "Alex Sinclair",
+    "Guy Daniels",
+    "Atoosa Hatefi",
+    "Paul Miller",
+    "Geetha Ram",
+    "Gabriela Styf Sj\u00f6man",
+    "Cristina Rodriguez",
+    "Ian Hood",
+    "Petr Ledl",
+    "Terje Jensen",
+    "Enrico Salvatori",
+    "Nico Marziliano",
+    "Juan Carlos Garcia",
+    "Paco Pignatelli",
+    "Hasan Jafri",
+    "Hugh Crean",
+    "Alfredo Musitani",
+    "Martin Jensen",
+    "Tammy Whyman",
     "Amith Maharaj",
-    "Philippe Ensarguet",
-    "Charlotte Kan",
-    "Tony Poulos",
-    "Andrea Dona",
-    "Sandeep Phadke",
-    "Vivek Chadha",
-    "Adnan Saleem",
     "Dr Hartmut Wittig",
+    "Neil McRae",
+    "Robert Curran",
+    "Thomas Barnett",
+    "Gaurav Sehgal",
+    "Caroline Chan",
     "VT-Beth Cohen",
-    "Rahul Atri",
-    "Jose Arias",
+    "Nazim Benhadid",
+    "Tomek Gerszberg",
+    "Laura Murphy",
+    "Andrew Coward",
+    "Philippe Ensarguet",
     "Harkirit Singh",
-    "Mallik Rao",
-    "Usman Javaid",
-    "Tammy Whyman",
-    "Andy Tiller",
-    "Ben Panic",
-    "Richard MacKenzie",
-    "Ashish Jain",
-    "VT-Lingli Deng",
-    "Sushil Rawat",
-    "Tom Burton",
-    "Sandeep Raithatha",
-    "Terje Jensen",
-    "Michele Campriani",
-    "Matthias Fridstrom",
-    "Patrick Lopez",
-    "Alex Foster",
-    "Yani Boyadzhieva",
-    "Wei Yeang Toh",
-    "Komal Aggarwal",
-    "Scott Calzia",
-    "Atoosa Hatefi",
-    "Danielle Rios Royston",
-    "Israel Madiedo",
-    "Ahmed Hafez",
-    "Ms. Annabel Huo",
-    "Anita D\u00f6hler",
-    "Geetha Ram",
-    "Francesca Serravalle",
-    "Madhukiran Medithe",
-    "Fernando Camacho",
     "Nastasi Karaiskos",
-    "Audience-Alfredo Musitani",
-    "Dafna Yanay",
-    "Rick Mostaert",
-    "Manish Mangal",
-    "Greg McCall",
-    "Geoff Hollingworth",
-    "Harpinder Matharu",
-    "Ra\u00fal Casta\u00f1\u00f3n",
-    "Eugina Jordan",
-    "Matteo Fiorani",
+    "Sadayuki Abeta",
+    "Jeroen Verbruggen",
+    "Dennis Hoffman",
+    "Richard MacKensie",
     "Enrique Blanco",
-    "Manish Singh",
+    "Petar Torre",
     "Darrell Jordan-Smith",
-    "Mabel Pous-Fenollar",
-    "Campbell McLean",
-    "Sadayuki Abeta",
-    "Robert Curran",
-    "Diego R. Lopez",
-    "Fahim Sabir",
-    "Paul Miller",
-    "Azhar Sayeed",
-    "Juanma Canabal Mu\u00f1oz",
-    "Hugh Crean",
-    "Nazim Benhadid",
-    "Mark Gilmour",
-    "Joy King",
-    "Alex Sinclair",
-    "Richard Barrett",
-    "Enrico Salvatori",
+    "Susan James",
+    "Anita D\u00f6hler",
     "Yago Tenorio",
-    "Werner Schaefer",
-    "Juan Carlos Garcia",
-    "VT-Andy Tiller",
-    "Paco Pignatelli",
-    "Colin Bannon",
-    "Soumava Dutta",
-    "Nico Marziliano",
-    "Nitish Nanda",
-    "Guy Daniels",
+    "Abhishek Shankar",
+    "Mark Duesener",
     "Clarence Reynolds",
+    "Jose Arias",
+    "I Gusti Panca",
+    "Audience-Francis Haysom",
+    "Fernando Camacho",
+    "Aleksis Anterow",
+    "Ahmed Hafez",
+    "Raj Yavatkar",
+    "Mark Henry",
+    "Sandeep Raithatha",
     "Diego Lopez",
-    "Lingli Deng",
-    "Tomek Gerszberg",
-    "Yanitsa Boyadzhieva",
-    "Randy Cox",
+    "Israel Madiedo",
+    "Tom Burton",
+    "Mojdeh Amani",
+    "Peter Arbitter",
+    "Rick Mostaert",
+    "Francesca Serravalle",
+    "Eduardo Guti\u00e9rrez",
+    "Komal Aggarwal",
+    "Alex Foster",
+    "Philippe Rase",
+    "Rahul Atri",
+    "Andrea Dona",
+    "Geoff Hollingworth",
+    "Madhukiran Medithe",
+    "Wei Yeang Toh",
     "Juan Manuel Caro",
-    "Hasan Jafri",
-    "Mohit Joshi",
-    "Jaime Tatis",
+    "Chivas Nambiar",
     "Phillip Larbey",
-    "Sandeep Sharma",
+    "Greg McCall",
+    "Fabio Cerone",
     "Munish Chhabra",
-    "Eduardo Guti\u00e9rrez",
-    "Caroline Chan",
-    "Abdu Mudesir",
-    "Diego R Lopez",
-    "Alexandra Foster",
-    "Andrew Coward",
+    "Vivek Chadha",
+    "Robert Prince",
+    "Charlotte Kan",
+    "Harshvendra Soin",
+    "Patrick Lopez",
+    "Nik Willets",
+    "Ben Panic",
     "Faiq Khan",
-    "Dennis Hoffman",
-    "Jason Hogg",
-    "Aleksis Anterow",
-    "Susan James",
-    "Petar Torre",
-    "Thomas Barnett",
-    "Petr Ledl",
-    "Stefano Cocco",
-    "Gabriela Styf Sj\u00f6man",
-    "Adam Kennedy",
-    "Gaurav Sehgal",
-    "Dean Dennis",
+    "Jaime Tatis",
+    "Mirko Voltolini",
     "Petr L\u00e9dl",
+    "Tony Geheran",
+    "Colin Bannon",
+    "Fahim Sabir",
+    "Chris Lewis",
+    "VT-John Abraham",
+    "Diego R Lopez",
+    "Adnan Saleem",
+    "Luis Velarde Tazon",
+    "Tony Poulos",
+    "Nitish Nanda",
+    "Kevin Nethercott",
+    "Jose Antonio Martin Martinez",
+    "Diego R. Lopez",
+    "Randy Cox",
+    "Ms. Annabel Huo",
     "Laurent Laboucher",
-    "Nik Willets",
+    "Adam Kennedy",
+    "Lingli Deng",
+    "Michele Campriani",
+    "Martyn Warwick",
+    "Eugina Jordan",
+    "Al Balasco",
+    "Mabel Pous-Fenollar",
+    "Campbell McLean",
+    "Dafna Yanay",
+    "Alexandra Foster",
     "Beth Cohen",
-    "I Gusti Panca",
+    "Dawood Shahdad",
+    "Jason Hogg",
+    "Matthias Fridstrom",
+    "Manish Mangal",
+    "Ra\u00fal Casta\u00f1\u00f3n",
+    "John Abraham",
+    "Francis Haysom",
     "John Baker",
-    "Mirko Voltolini",
-    "Jose Antonio Martin Martinez",
-    "Robert Prince",
-    "Peter Arbitter",
-    "Philippe Rase",
-    "Chivas Nambiar"
+    "Matteo Fiorani",
+    "Akira Tada",
+    "Dr Joan Triay",
+    "Franz Seiser",
+    "Sarwar Khan",
+    "Abdu Mudesir",
+    "Stefano Cocco",
+    "VT-Andy Tiller",
+    "Sandeep Phadke",
+    "Wang Quan",
+    "Yani Boyadzhieva",
+    "Juanma Canabal Mu\u00f1oz",
+    "Usman Javaid",
+    "Scott Calzia",
+    "Soumava Dutta",
+    "Cormac Whelan",
+    "Mohit Joshi",
+    "Amol Phadke",
+    "Vishal Mathur",
+    "Ashish Jain",
+    "Sushil Rawat",
+    "Richard Barrett",
+    "VT-Lingli Deng"
   ],
   "companies": {
     "TelecomTV": [
       "Charlotte Kan",
+      "Ray Le Maistre",
+      "Yanitsa Boyadzhieva",
+      "Clarence Reynolds",
       "Martyn Warwick",
       "Tony Poulos",
-      "Ray Le Maistre",
-      "Yani Boyadzhieva",
       "Guy Daniels",
-      "Clarence Reynolds",
-      "Petr L\u00e9dl",
-      "Yanitsa Boyadzhieva"
+      "Yani Boyadzhieva",
+      "Petr L\u00e9dl"
     ],
     "Connectivitree": [
       "Mark Gilmour"
@@ -272,37 +274,37 @@
       "Amol Phadke"
     ],
     "Vodafone": [
-      "Mabel Pous-Fenollar",
-      "Juanma Canabal Mu\u00f1oz",
-      "Andrea Dona",
+      "Komal Aggarwal",
       "Yago Tenorio",
-      "Komal Aggarwal"
+      "Andrea Dona",
+      "Mabel Pous-Fenollar",
+      "Juanma Canabal Mu\u00f1oz"
     ],
     "Docomo Euro-Labs": [
       "Dr Joan Triay"
     ],
     "BT": [
+      "Alex Foster",
+      "Richard MacKensie",
+      "Mojdeh Amani",
       "Sarwar Khan",
       "Mark Henry",
-      "Gabriela Styf Sj\u00f6man",
-      "Richard MacKensie",
-      "Alex Foster",
       "Richard MacKenzie",
-      "Mojdeh Amani"
+      "Gabriela Styf Sj\u00f6man"
     ],
     "American Tower": [
       "Susan James"
     ],
     "Dell Technologies": [
-      "Manish Singh",
       "Soumava Dutta",
+      "Manish Singh",
       "Cormac Whelan",
       "Dennis Hoffman"
     ],
     "AWS": [
+      "Chivas Nambiar",
       "Fabio Cerone",
       "Dafna Yanay",
-      "Chivas Nambiar",
       "Tammy Whyman"
     ],
     "VMO2 Business": [
@@ -310,17 +312,17 @@
     ],
     "Deutsche Telekom": [
       "Petr Ledl",
+      "Dr Hartmut Wittig",
       "Abdu Mudesir",
-      "Ahmed Hafez",
       "Peter Arbitter",
-      "Dr Hartmut Wittig"
+      "Ahmed Hafez"
     ],
     "Telefonica": [
+      "Diego Lopez",
       "Mallik Rao",
       "Enrique Blanco",
-      "Jose Antonio Martin Martinez",
       "Luis Velarde Tazon",
-      "Diego Lopez",
+      "Jose Antonio Martin Martinez",
       "Juan Manuel Caro"
     ],
     "SoftBank": [
@@ -348,23 +350,23 @@
       "Franz Seiser"
     ],
     "TELUS": [
-      "Sushil Rawat",
-      "Tony Geheran",
-      "Hasan Jafri",
       "Nazim Benhadid",
-      "Jaime Tatis"
+      "Jaime Tatis",
+      "Hasan Jafri",
+      "Sushil Rawat",
+      "Tony Geheran"
     ],
     "Orange": [
-      "Philippe Ensarguet",
       "Atoosa Hatefi",
-      "Usman Javaid"
+      "Usman Javaid",
+      "Philippe Ensarguet"
     ],
     "BT Business": [
       "Colin Bannon"
     ],
     "Juniper Networks": [
-      "Neil McRae",
-      "Raj Yavatkar"
+      "Raj Yavatkar",
+      "Neil McRae"
     ],
     "Telecom Argentina": [
       "Alfredo Musitani"
@@ -373,8 +375,8 @@
       "Mirko Voltolini"
     ],
     "BT Group": [
-      "Greg McCall",
-      "Laura Murphy"
+      "Laura Murphy",
+      "Greg McCall"
     ],
     "MTN": [
       "Amith Maharaj"
@@ -383,21 +385,21 @@
       "Francesca Serravalle"
     ],
     "Verizon Business": [
-      "Beth Cohen",
-      "Dean Dennis"
+      "Dean Dennis",
+      "Beth Cohen"
     ],
     "Rakuten Symphony": [
-      "Nastasi Karaiskos",
-      "Vivek Chadha",
-      "Faiq Khan",
       "Rahul Atri",
-      "Geoff Hollingworth"
+      "Geoff Hollingworth",
+      "Faiq Khan",
+      "Vivek Chadha",
+      "Nastasi Karaiskos"
     ],
     "Wind River": [
-      "Darrell Jordan-Smith",
       "Paul Miller",
-      "Randy Cox",
-      "Nico Marziliano"
+      "Nico Marziliano",
+      "Darrell Jordan-Smith",
+      "Randy Cox"
     ],
     "Cambridge Management Consulting": [
       "Tom Burton"
@@ -406,34 +408,34 @@
       "Harkirit Singh"
     ],
     "Unknown": [
-      "VT-Lingli Deng",
       "Charlotte Kan",
-      "Thomas Barnett",
-      "VT-Andy Tiller",
-      "Ray Le Maistre",
-      "Eduardo Guti\u00e9rrez",
-      "Audience-Alfredo Musitani",
       "Israel Madiedo",
-      "Audience-Francis Haysom",
-      "Paco Pignatelli",
-      "Wang Quan",
+      "Ray Le Maistre",
+      "Thomas Barnett",
+      "Philippe Rase",
+      "VT-John Abraham",
       "Paul Miller",
       "VT-Beth Cohen",
       "Ben Panic",
-      "Philippe Rase",
-      "VT-John Abraham"
+      "Audience-Francis Haysom",
+      "Audience-Alfredo Musitani",
+      "Paco Pignatelli",
+      "VT-Andy Tiller",
+      "Wang Quan",
+      "VT-Lingli Deng",
+      "Eduardo Guti\u00e9rrez"
     ],
     "IBM": [
       "Andrew Coward"
     ],
     "Optiva": [
-      "Joy King",
+      "Michele Campriani",
       "Amir Mehmood",
-      "Michele Campriani"
+      "Joy King"
     ],
     "Telecom Infra Project": [
-      "Vishal Mathur",
-      "Eugina Jordan"
+      "Eugina Jordan",
+      "Vishal Mathur"
     ],
     "Telef\u00f3nica": [
       "Diego R Lopez"
@@ -448,14 +450,14 @@
       "Chris Lewis"
     ],
     "Tech Mahindra": [
-      "Mohit Joshi",
-      "Sandeep Sharma",
-      "Sandeep Phadke",
+      "Abhishek Shankar",
       "Harshvendra Soin",
-      "Manish Mangal",
-      "Nitish Nanda",
+      "Sandeep Sharma",
       "Gaurav Sehgal",
-      "Abhishek Shankar"
+      "Mohit Joshi",
+      "Manish Mangal",
+      "Sandeep Phadke",
+      "Nitish Nanda"
     ],
     "Independent": [
       "Juan Carlos Garcia"
@@ -473,30 +475,30 @@
       "Danielle Rios Royston"
     ],
     "Intel Corporation": [
-      "Petar Torre",
-      "Caroline Chan",
-      "Robert Prince",
       "Cristina Rodriguez",
+      "Caroline Chan",
+      "Werner Schaefer",
+      "Petar Torre",
       "Wei Yeang Toh",
-      "Werner Schaefer"
+      "Robert Prince"
     ],
     "ConnectiviTree": [
       "Mark Gilmour"
     ],
     "Intel": [
-      "Petar Torre",
-      "Cristina Rodriguez"
+      "Cristina Rodriguez",
+      "Petar Torre"
     ],
     "Red Hat": [
-      "Ian Hood",
-      "Azhar Sayeed"
+      "Azhar Sayeed",
+      "Ian Hood"
     ],
     "Core Analysis": [
       "Patrick Lopez"
     ],
     "Verizon": [
-      "Beth Cohen",
-      "Phillip Larbey"
+      "Phillip Larbey",
+      "Beth Cohen"
     ],
     "Ericsson": [
       "Matteo Fiorani"
@@ -505,8 +507,8 @@
       "Mallik Rao"
     ],
     "Mavenir": [
-      "John Baker",
-      "Rick Mostaert"
+      "Rick Mostaert",
+      "John Baker"
     ],
     "Telus": [
       "Sushil Rawat"
@@ -567,13 +569,13 @@
       "Enrico Salvatori"
     ],
     "Hewlett Packard Enterprise": [
-      "Richard Barrett",
-      "Jose Arias"
+      "Jose Arias",
+      "Richard Barrett"
     ],
     "Radisys": [
+      "Ashish Jain",
       "Adnan Saleem",
-      "Al Balasco",
-      "Ashish Jain"
+      "Al Balasco"
     ],
     "S&P Global Market Intelligence": [
       "Ra\u00fal Casta\u00f1\u00f3n"
@@ -589,20 +591,23 @@
     ],
     "Comba International": [
       "Ms. Annabel Huo"
+    ],
+    "Boost Mobile": [
+      "Dawood Shahdad"
     ]
   },
   "sentiments": [],
   "subjects": [
-    " Connectivity ",
+    " Open RAN ",
     " API ",
     " 5G ",
     " TechCo ",
+    " B2B ",
+    " Network ",
     " AI ",
-    " Infrastructure ",
+    " Connectivity ",
     " Innovation ",
-    " Open RAN ",
-    " Network ",
-    " B2B ",
+    " Infrastructure ",
     " Enterprise "
   ]
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-https://www.telecomtv.com/content/dsp-leaders-forum/leveraging-telco-cloud-for-advanced-operations-50540/
+https://www.telecomtv.com/content/digital-platforms-services/how-boost-mobile-is-managing-service-assurance-51783/

video_utils.py

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     if try_pytube_download(yt_url, download_file):
         return download_file
 
-     # Try Cobalt API
+    # Try Cobalt API
     if try_cobalt_api(yt_url, download_file):
         return download_file