Datasets:

sumuks

/

y1.5-single-shot-questions-multihop-original-in-progress

like 0

[ "5b646020-3b5e-4cd7-b1db-97f589ffdfe3", "b8484e77-01a5-49a5-903e-9f4f9340544f" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of air pollution sources and their impact on children's health\",\"relevant_information\":\"Seven deadly sources of air pollution, vulnerability of children, and the need for immediate action\",\"connection_points\":[\"health impacts\",\"sources of pollution\",\"climate change\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Priority actions for the private sector, health sector, and civil society\",\"relevant_information\":\"Initiatives to reduce air pollution, support for affected families, and education on air pollution dangers\",\"connection_points\":[\"private sector roles\",\"health sector roles\",\"civil society roles\"]}" ]

[ "How do different sectors contribute to reducing air pollution?", "What are the key health impacts of air pollution on children?", "How can civil society support families affected by air pollution?" ]

[ "sources of air pollution", "health impacts on children", "private sector initiatives", "health sector preparedness", "civil society engagement" ]

[ "We can stop children from dying or developing debilitating illnesses by confronting seven deadly sources of air pollution now.", "Take initiatives to publicly report on and reduce air pollution.", "Educate parents, caregivers, educators and communities on the dangers of air pollution." ]

[ "5b646020-3b5e-4cd7-b1db-97f589ffdfe3", "b8484e77-01a5-49a5-903e-9f4f9340544f" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of air pollution sources and their impact on children's health\",\"relevant_information\":\"Seven deadly sources of air pollution, vulnerability of children, and the need for immediate action\",\"connection_points\":[\"health impacts\",\"sources of pollution\",\"climate change\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Priority actions for the private sector, health sector, and civil society\",\"relevant_information\":\"Initiatives to reduce air pollution, support for affected families, and education on air pollution dangers\",\"connection_points\":[\"private sector roles\",\"health sector roles\",\"civil society roles\"]}" ]

[ "How do different sectors contribute to reducing air pollution?", "What are the key health impacts of air pollution on children?", "How can civil society support families affected by air pollution?" ]

[ "sources of air pollution", "health impacts on children", "private sector initiatives", "health sector preparedness", "civil society engagement" ]

[ "Because their bodies and brains are still developing, air pollution can have a severe impact on children’s health and even puts their lives at risk.", "Air pollution contributes to adverse birth outcomes, child deaths, cancer, damaged lung function and asthma.", "It can also increase the risk of neurological disorders and childhood obesity." ]

[ "5b646020-3b5e-4cd7-b1db-97f589ffdfe3", "b8484e77-01a5-49a5-903e-9f4f9340544f" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of air pollution sources and their impact on children's health\",\"relevant_information\":\"Seven deadly sources of air pollution, vulnerability of children, and the need for immediate action\",\"connection_points\":[\"health impacts\",\"sources of pollution\",\"climate change\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Priority actions for the private sector, health sector, and civil society\",\"relevant_information\":\"Initiatives to reduce air pollution, support for affected families, and education on air pollution dangers\",\"connection_points\":[\"private sector roles\",\"health sector roles\",\"civil society roles\"]}" ]

[ "How do different sectors contribute to reducing air pollution?", "What are the key health impacts of air pollution on children?", "How can civil society support families affected by air pollution?" ]

[ "sources of air pollution", "health impacts on children", "private sector initiatives", "health sector preparedness", "civil society engagement" ]

[ "Educate parents, caregivers, educators and communities on the dangers of air pollution.", "Gather evidence on air pollution and its effects on children; advocate for policy change and hold companies or entities that violate air quality regulations to account.", "Provide direct support to children and families affected by air pollution, such as health care services and financial assistance to cover expenses and resources like air purifiers and respirators." ]

[ "6421d4e0-4e41-4c48-82ee-c400bd1d7de6", "2a7e54d7-6a81-48cd-922b-ff833caaab93", "0bad5c3b-1a5a-45d1-8081-1679f27a9cfb", "5be8a416-4299-4671-b264-703afc142a4a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"The urgent need for action to protect children from air pollution, especially in low- and middle-income countries.\",\"relevant_information\":\"Children in sub-Saharan Africa are disproportionately affected by air pollution.\",\"connection_points\":[\"health impacts\",\"policy action\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"The unique vulnerabilities of children to air pollution and the health impacts throughout their development.\",\"relevant_information\":\"Air pollution affects children from pregnancy through adolescence.\",\"connection_points\":[\"health impacts\",\"developmental stages\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"The seven deadly sources of air pollution affecting children's health.\",\"relevant_information\":\"Sources include household air pollution, traffic-related air pollution, and secondhand smoke.\",\"connection_points\":[\"pollution sources\",\"health impacts\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Additional references and studies supporting the health impacts of air pollution on children.\",\"relevant_information\":\"Studies on wildfire smoke, sand and dust storms, and secondhand smoke.\",\"connection_points\":[\"research findings\",\"health impacts\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What policy actions are necessary to reduce air pollution impacts on children?", "Why are children in low- and middle-income countries more vulnerable to air pollution?" ]

[ "health impacts of air pollution on children", "policy action for air pollution reduction", "sources of air pollution", "developmental vulnerabilities" ]

[ "Household air pollution is associated with 70 per cent of all deaths linked to air pollution in children under-five.", "Traffic-related primary pollutants known to impact health include highly breathable fine and ultrafine particles, diesel exhaust particles and gases, nitrogen dioxide, carbon monoxide, heavy metals, and volatile organic compounds like benzene and polycyclic aromatic hydrocarbons.", "Secondhand smoke exposure during pregnancy can lead to adverse birth outcomes and lifelong health issues." ]

[ "6421d4e0-4e41-4c48-82ee-c400bd1d7de6", "2a7e54d7-6a81-48cd-922b-ff833caaab93", "0bad5c3b-1a5a-45d1-8081-1679f27a9cfb", "5be8a416-4299-4671-b264-703afc142a4a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"The urgent need for action to protect children from air pollution, especially in low- and middle-income countries.\",\"relevant_information\":\"Children in sub-Saharan Africa are disproportionately affected by air pollution.\",\"connection_points\":[\"health impacts\",\"policy action\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"The unique vulnerabilities of children to air pollution and the health impacts throughout their development.\",\"relevant_information\":\"Air pollution affects children from pregnancy through adolescence.\",\"connection_points\":[\"health impacts\",\"developmental stages\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"The seven deadly sources of air pollution affecting children's health.\",\"relevant_information\":\"Sources include household air pollution, traffic-related air pollution, and secondhand smoke.\",\"connection_points\":[\"pollution sources\",\"health impacts\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Additional references and studies supporting the health impacts of air pollution on children.\",\"relevant_information\":\"Studies on wildfire smoke, sand and dust storms, and secondhand smoke.\",\"connection_points\":[\"research findings\",\"health impacts\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What policy actions are necessary to reduce air pollution impacts on children?", "Why are children in low- and middle-income countries more vulnerable to air pollution?" ]

[ "health impacts of air pollution on children", "policy action for air pollution reduction", "sources of air pollution", "developmental vulnerabilities" ]

[ "The solutions exist. It is time to put children’s health at the forefront of every decision, including on climate action.", "A world where children can breathe clean air is possible – but we must act now.", "Prioritizing our children means taking bold and decisive action to eliminate these sources of air pollution." ]

[ "6421d4e0-4e41-4c48-82ee-c400bd1d7de6", "2a7e54d7-6a81-48cd-922b-ff833caaab93", "0bad5c3b-1a5a-45d1-8081-1679f27a9cfb", "5be8a416-4299-4671-b264-703afc142a4a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"The urgent need for action to protect children from air pollution, especially in low- and middle-income countries.\",\"relevant_information\":\"Children in sub-Saharan Africa are disproportionately affected by air pollution.\",\"connection_points\":[\"health impacts\",\"policy action\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"The unique vulnerabilities of children to air pollution and the health impacts throughout their development.\",\"relevant_information\":\"Air pollution affects children from pregnancy through adolescence.\",\"connection_points\":[\"health impacts\",\"developmental stages\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"The seven deadly sources of air pollution affecting children's health.\",\"relevant_information\":\"Sources include household air pollution, traffic-related air pollution, and secondhand smoke.\",\"connection_points\":[\"pollution sources\",\"health impacts\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Additional references and studies supporting the health impacts of air pollution on children.\",\"relevant_information\":\"Studies on wildfire smoke, sand and dust storms, and secondhand smoke.\",\"connection_points\":[\"research findings\",\"health impacts\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What policy actions are necessary to reduce air pollution impacts on children?", "Why are children in low- and middle-income countries more vulnerable to air pollution?" ]

[ "health impacts of air pollution on children", "policy action for air pollution reduction", "sources of air pollution", "developmental vulnerabilities" ]

[ "Children under-five in sub-Saharan Africa are 100 times more likely to die from air pollution than their counterparts in high-income countries.", "In some African and Asian countries, nearly one in every three deaths in children under-five caused by lower respiratory infection is linked to air pollution.", "Just under half of the world’s population still relies on devices that pollute children’s homes, especially in Africa, South Asia, Central Asia and Eastern Europe." ]

[ "a982545b-48c3-48dc-9027-6a3f05e0c896", "719a0493-8f70-4adf-a9a1-cb782632e4e1" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Sand and dust storms as a significant source of air pollution affecting children's health.\",\"relevant_information\":\"Health impacts of sand and dust storms, including respiratory diseases and long-term health risks.\",\"connection_points\":[\"health effects\",\"pollution sources\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Measures to mitigate air pollution from waste and industrial sources, including the use of masks and respirators.\",\"relevant_information\":\"Government and caregiver actions to reduce exposure to industrial and waste-related air pollution.\",\"connection_points\":[\"mitigation strategies\",\"health protection\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What measures can be taken to mitigate the health impacts of air pollution?", "How do government and caregiver actions complement each other in reducing air pollution exposure?" ]

[ "health impacts of air pollution", "mitigation strategies", "stakeholder roles", "long-term health risks" ]

[ "Sand and dust storms contribute directly to air pollution by increasing particulate matter concentration.", "Secondhand smoke damages children’s health, even if they are only exposed for a short time.", "Governments can set and enforce industry emission standards and undertake measures to move polluting industries away from high-density residential areas." ]

[ "a982545b-48c3-48dc-9027-6a3f05e0c896", "719a0493-8f70-4adf-a9a1-cb782632e4e1" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Sand and dust storms as a significant source of air pollution affecting children's health.\",\"relevant_information\":\"Health impacts of sand and dust storms, including respiratory diseases and long-term health risks.\",\"connection_points\":[\"health effects\",\"pollution sources\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Measures to mitigate air pollution from waste and industrial sources, including the use of masks and respirators.\",\"relevant_information\":\"Government and caregiver actions to reduce exposure to industrial and waste-related air pollution.\",\"connection_points\":[\"mitigation strategies\",\"health protection\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What measures can be taken to mitigate the health impacts of air pollution?", "How do government and caregiver actions complement each other in reducing air pollution exposure?" ]

[ "health impacts of air pollution", "mitigation strategies", "stakeholder roles", "long-term health risks" ]

[ "Governments can set and enforce industry emission standards and undertake measures to move polluting industries away from high-density residential areas.", "Caregivers can use protective clothing and masks to reduce exposure to industrial pollution.", "Children’s surgical masks do not filter as well as respirators, but they are quite effective if you can make them fit properly." ]

[ "a982545b-48c3-48dc-9027-6a3f05e0c896", "719a0493-8f70-4adf-a9a1-cb782632e4e1" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Sand and dust storms as a significant source of air pollution affecting children's health.\",\"relevant_information\":\"Health impacts of sand and dust storms, including respiratory diseases and long-term health risks.\",\"connection_points\":[\"health effects\",\"pollution sources\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Measures to mitigate air pollution from waste and industrial sources, including the use of masks and respirators.\",\"relevant_information\":\"Government and caregiver actions to reduce exposure to industrial and waste-related air pollution.\",\"connection_points\":[\"mitigation strategies\",\"health protection\"]}" ]

[ "How do different sources of air pollution affect children's health?", "What measures can be taken to mitigate the health impacts of air pollution?", "How do government and caregiver actions complement each other in reducing air pollution exposure?" ]

[ "health impacts of air pollution", "mitigation strategies", "stakeholder roles", "long-term health risks" ]

[ "Governments can set and enforce industry emission standards and undertake measures to move polluting industries away from high-density residential areas.", "Caregivers can use protective clothing and masks to reduce exposure to industrial pollution.", "Children’s surgical masks do not filter as well as respirators, but they are quite effective if you can make them fit properly." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a704ebac-6e6d-4c4f-8287-141bc6fb13d3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, including legal information, revision history, and general warranty provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on Rivian Roadside benefits and the BBB AUTO LINE dispute resolution program.\",\"relevant_information\":\"Roadside assistance terms, alternative dispute resolution process.\",\"connection_points\":[\"customer assistance\",\"arbitration\",\"BBB AUTO LINE\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key exclusions and how do they affect warranty claims?", "How does the dispute resolution process work for warranty issues?" ]

[ "warranty coverage periods", "exclusions and limitations", "dispute resolution processes", "customer assistance programs" ]

[ "Rivian’s internal consumer assistance program will make every effort to resolve every customer concern in a satisfactory manner.", "Rivian provides an Alternative Dispute Resolution (non-binding arbitration) program.", "BBB AUTO LINE’s decision is binding on Rivian, but not on you." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a704ebac-6e6d-4c4f-8287-141bc6fb13d3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, including legal information, revision history, and general warranty provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on Rivian Roadside benefits and the BBB AUTO LINE dispute resolution program.\",\"relevant_information\":\"Roadside assistance terms, alternative dispute resolution process.\",\"connection_points\":[\"customer assistance\",\"arbitration\",\"BBB AUTO LINE\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key exclusions and how do they affect warranty claims?", "How does the dispute resolution process work for warranty issues?" ]

[ "warranty coverage periods", "exclusions and limitations", "dispute resolution processes", "customer assistance programs" ]

[ "The warranty includes exclusions for issues like misuse, modifications, and lack of maintenance.", "Additional Exclusions and Limitations for Corrosion.", "Voided Warranty Damages." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a704ebac-6e6d-4c4f-8287-141bc6fb13d3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, including legal information, revision history, and general warranty provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on Rivian Roadside benefits and the BBB AUTO LINE dispute resolution program.\",\"relevant_information\":\"Roadside assistance terms, alternative dispute resolution process.\",\"connection_points\":[\"customer assistance\",\"arbitration\",\"BBB AUTO LINE\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key exclusions and how do they affect warranty claims?", "How does the dispute resolution process work for warranty issues?" ]

[ "warranty coverage periods", "exclusions and limitations", "dispute resolution processes", "customer assistance programs" ]

[ "New Vehicle Limited Warranty Comprehensive Warranty", "Battery Pack Limited Warranty", "Drivetrain Limited Warranty", "Corrosion (Perforation Only) Limited Warranty", "Occupant Active Restraint System Limited Warranty" ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "c115dbbc-d796-46ec-8297-239aa632dacd", "b1dee39e-70c5-41b1-a225-1a2c84a9f48c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on dispute resolution, including arbitration and class action waiver.\",\"relevant_information\":\"Arbitration process, class action waiver, and opt-out rights.\",\"connection_points\":[\"dispute resolution\",\"legal provisions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Additional limited warranties for tires and XPEL protection.\",\"relevant_information\":\"Tire warranty details, XPEL warranty coverage.\",\"connection_points\":[\"additional warranties\",\"coverage details\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key steps in the dispute resolution process?", "How do the additional limited warranties differ from the main warranty?" ]

[ "warranty coverage periods", "dispute resolution processes", "additional limited warranties", "exclusions and limitations" ]

[ "The warranty includes specific coverage periods for components like the battery pack, drivetrain, and comprehensive systems.", "Rivian warrants the original new and remanufactured service parts it sells against defects that Rivian finds in materials or workmanship for 24 months commencing on the date of sale or installation by an authorized service entity.", "XPEL will cover defects on Front Paint Protection and STEALTH PPF for a period of 5 years or 60,000 miles, whichever comes first." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "c115dbbc-d796-46ec-8297-239aa632dacd", "b1dee39e-70c5-41b1-a225-1a2c84a9f48c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on dispute resolution, including arbitration and class action waiver.\",\"relevant_information\":\"Arbitration process, class action waiver, and opt-out rights.\",\"connection_points\":[\"dispute resolution\",\"legal provisions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Additional limited warranties for tires and XPEL protection.\",\"relevant_information\":\"Tire warranty details, XPEL warranty coverage.\",\"connection_points\":[\"additional warranties\",\"coverage details\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key steps in the dispute resolution process?", "How do the additional limited warranties differ from the main warranty?" ]

[ "warranty coverage periods", "dispute resolution processes", "additional limited warranties", "exclusions and limitations" ]

[ "The warranty includes dispute resolution options through BBB AUTO LINE and binding arbitration.", "The parties agree that the arbitration shall be conducted in each party’s respective individual capacity only and not as a class action or other representative action.", "You may opt-out of this Dispute Resolution – Arbitration and Class Action Waiver within 30 days from the date you electronically sign this Agreement." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "c115dbbc-d796-46ec-8297-239aa632dacd", "b1dee39e-70c5-41b1-a225-1a2c84a9f48c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on dispute resolution, including arbitration and class action waiver.\",\"relevant_information\":\"Arbitration process, class action waiver, and opt-out rights.\",\"connection_points\":[\"dispute resolution\",\"legal provisions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Additional limited warranties for tires and XPEL protection.\",\"relevant_information\":\"Tire warranty details, XPEL warranty coverage.\",\"connection_points\":[\"additional warranties\",\"coverage details\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key steps in the dispute resolution process?", "How do the additional limited warranties differ from the main warranty?" ]

[ "warranty coverage periods", "dispute resolution processes", "additional limited warranties", "exclusions and limitations" ]

[ "The warranty includes specific coverage periods for components like the battery pack, drivetrain, and comprehensive systems.", "XPEL will cover defects on Front Paint Protection and STEALTH PPF for a period of 5 years or 60,000 miles, whichever comes first.", "Rivian warrants the original new and remanufactured service parts it sells against defects that Rivian finds in materials or workmanship for 24 months commencing on the date of sale or installation by an authorized service entity." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "c115dbbc-d796-46ec-8297-239aa632dacd", "b1dee39e-70c5-41b1-a225-1a2c84a9f48c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general provisions.\",\"relevant_information\":\"Effective date, warranty transfer, and general exclusions.\",\"connection_points\":[\"warranty periods\",\"exclusions\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on dispute resolution, including arbitration and class action waiver.\",\"relevant_information\":\"Arbitration process, class action waiver, and opt-out rights.\",\"connection_points\":[\"dispute resolution\",\"legal provisions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Additional limited warranties for tires and XPEL protection.\",\"relevant_information\":\"Tire warranty details, XPEL warranty coverage.\",\"connection_points\":[\"additional warranties\",\"coverage details\"]}" ]

[ "How do the warranty periods for different components compare?", "What are the key steps in the dispute resolution process?", "How do the additional limited warranties differ from the main warranty?" ]

[ "warranty coverage periods", "dispute resolution processes", "additional limited warranties", "exclusions and limitations" ]

[ "The warranty includes exclusions for issues like misuse, modifications, and lack of maintenance.", "Additional exclusions and limitations for corrosion include environmental factors and lack of proper care.", "The warranty may be voided if the vehicle is used for racing or other non-standard activities." ]

[ "c115dbbc-d796-46ec-8297-239aa632dacd", "9c33174e-e4cf-49b1-a512-8b27b1af4044", "22941358-052e-49b7-a0d1-51d9f170aa22" ]

[ "{\"chunk_id\":\"dispute_resolution\",\"content_summary\":\"Details on arbitration, class action waiver, and dispute resolution processes.\",\"relevant_information\":\"Arbitration agreements, opt-out options, and severability clauses.\",\"connection_points\":[\"legal agreements\",\"consumer rights\"]}", "{\"chunk_id\":\"warranty_exclusions\",\"content_summary\":\"Specific exclusions and limitations of the warranty coverage.\",\"relevant_information\":\"Exclusions for misuse, modifications, and lack of maintenance.\",\"connection_points\":[\"warranty limitations\",\"consumer responsibilities\"]}", "{\"chunk_id\":\"additional_warranties\",\"content_summary\":\"Coverage for service parts, adventure gear, and charging equipment.\",\"relevant_information\":\"Warranty periods and conditions for various accessories and equipment.\",\"connection_points\":[\"accessory warranties\",\"equipment coverage\"]}" ]

[ "How do the dispute resolution processes affect consumer rights?", "What are the key exclusions in the warranty coverage?", "How do additional warranties for accessories and equipment differ from the main vehicle warranty?" ]

[ "dispute resolution processes", "warranty exclusions", "additional warranty coverage", "consumer rights and responsibilities" ]

[ "The parties agree that the arbitration shall be conducted in each party’s respective individual capacity only and not as a class action or other representative action.", "You may opt-out of this Dispute Resolution – Arbitration and Class Action Waiver within 30 days from the date you electronically sign this Agreement.", "This Dispute Resolution – Arbitration and Class Action Waiver shall survive the end of this Agreement and/or your relationship with Rivian." ]

[ "c115dbbc-d796-46ec-8297-239aa632dacd", "9c33174e-e4cf-49b1-a512-8b27b1af4044", "22941358-052e-49b7-a0d1-51d9f170aa22" ]

[ "{\"chunk_id\":\"dispute_resolution\",\"content_summary\":\"Details on arbitration, class action waiver, and dispute resolution processes.\",\"relevant_information\":\"Arbitration agreements, opt-out options, and severability clauses.\",\"connection_points\":[\"legal agreements\",\"consumer rights\"]}", "{\"chunk_id\":\"warranty_exclusions\",\"content_summary\":\"Specific exclusions and limitations of the warranty coverage.\",\"relevant_information\":\"Exclusions for misuse, modifications, and lack of maintenance.\",\"connection_points\":[\"warranty limitations\",\"consumer responsibilities\"]}", "{\"chunk_id\":\"additional_warranties\",\"content_summary\":\"Coverage for service parts, adventure gear, and charging equipment.\",\"relevant_information\":\"Warranty periods and conditions for various accessories and equipment.\",\"connection_points\":[\"accessory warranties\",\"equipment coverage\"]}" ]

[ "How do the dispute resolution processes affect consumer rights?", "What are the key exclusions in the warranty coverage?", "How do additional warranties for accessories and equipment differ from the main vehicle warranty?" ]

[ "dispute resolution processes", "warranty exclusions", "additional warranty coverage", "consumer rights and responsibilities" ]

[ "This New Vehicle Limited Warranty does not cover any of the following: glass, normal noise, vibration, and harshness, any accessory or the installation of non-Rivian authorized parts and accessories.", "The Corrosion (Perforation Only) Limited Warranty does not cover surface rust on the underbody or any other part of the vehicle except body panels.", "Rusting of body panels that were repaired, replaced, or refinished after sale of the new vehicle, unless those panels were repaired or replaced under this warranty." ]

[ "c115dbbc-d796-46ec-8297-239aa632dacd", "9c33174e-e4cf-49b1-a512-8b27b1af4044", "22941358-052e-49b7-a0d1-51d9f170aa22" ]

[ "{\"chunk_id\":\"dispute_resolution\",\"content_summary\":\"Details on arbitration, class action waiver, and dispute resolution processes.\",\"relevant_information\":\"Arbitration agreements, opt-out options, and severability clauses.\",\"connection_points\":[\"legal agreements\",\"consumer rights\"]}", "{\"chunk_id\":\"warranty_exclusions\",\"content_summary\":\"Specific exclusions and limitations of the warranty coverage.\",\"relevant_information\":\"Exclusions for misuse, modifications, and lack of maintenance.\",\"connection_points\":[\"warranty limitations\",\"consumer responsibilities\"]}", "{\"chunk_id\":\"additional_warranties\",\"content_summary\":\"Coverage for service parts, adventure gear, and charging equipment.\",\"relevant_information\":\"Warranty periods and conditions for various accessories and equipment.\",\"connection_points\":[\"accessory warranties\",\"equipment coverage\"]}" ]

[ "How do the dispute resolution processes affect consumer rights?", "What are the key exclusions in the warranty coverage?", "How do additional warranties for accessories and equipment differ from the main vehicle warranty?" ]

[ "dispute resolution processes", "warranty exclusions", "additional warranty coverage", "consumer rights and responsibilities" ]

[ "Rivian Adventure Gear purchased with your Rivian vehicle or purchased separately from your vehicle has a 2-year warranty from the date of delivery with proof of purchase.", "Rivian Portable Chargers, if equipped, are covered under the New Vehicle Comprehensive Limited Warranty.", "The Rivian Wall Charger is covered by the Wall Charger Warranty Guide." ]

[ "c115dbbc-d796-46ec-8297-239aa632dacd", "9c33174e-e4cf-49b1-a512-8b27b1af4044", "22941358-052e-49b7-a0d1-51d9f170aa22" ]

[ "{\"chunk_id\":\"dispute_resolution\",\"content_summary\":\"Details on arbitration, class action waiver, and dispute resolution processes.\",\"relevant_information\":\"Arbitration agreements, opt-out options, and severability clauses.\",\"connection_points\":[\"legal agreements\",\"consumer rights\"]}", "{\"chunk_id\":\"warranty_exclusions\",\"content_summary\":\"Specific exclusions and limitations of the warranty coverage.\",\"relevant_information\":\"Exclusions for misuse, modifications, and lack of maintenance.\",\"connection_points\":[\"warranty limitations\",\"consumer responsibilities\"]}", "{\"chunk_id\":\"additional_warranties\",\"content_summary\":\"Coverage for service parts, adventure gear, and charging equipment.\",\"relevant_information\":\"Warranty periods and conditions for various accessories and equipment.\",\"connection_points\":[\"accessory warranties\",\"equipment coverage\"]}" ]

[ "How do the dispute resolution processes affect consumer rights?", "What are the key exclusions in the warranty coverage?", "How do additional warranties for accessories and equipment differ from the main vehicle warranty?" ]

[ "dispute resolution processes", "warranty exclusions", "additional warranty coverage", "consumer rights and responsibilities" ]

[ "The parties agree that the arbitration shall be conducted in each party’s respective individual capacity only and not as a class action or other representative action.", "You may opt-out of this Dispute Resolution – Arbitration and Class Action Waiver within 30 days from the date you electronically sign this Agreement.", "This Dispute Resolution – Arbitration and Class Action Waiver shall survive the end of this Agreement and/or your relationship with Rivian." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a5400a3c-ed71-4b4a-81d8-ad5939ca51da", "127c9587-c57d-4285-91a7-9c91ad9e7517", "ca65674c-7081-4a84-99af-812fb14af4c3", "ab422819-4a67-48d5-bbe3-94bd452d60c3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general information about the document.\",\"relevant_information\":\"Effective date, document revision, and general warranty provisions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Details on the dispute resolution process, including arbitration and small claims court.\",\"relevant_information\":\"Initial dispute resolution requirements, filing a demand for arbitration, fees and costs.\",\"connection_points\":[\"dispute resolution\",\"arbitration\",\"legal provisions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"General warranty provisions and terms, including limitations and disclaimers.\",\"relevant_information\":\"Warrantor information, limitations on incidental or consequential damages.\",\"connection_points\":[\"warranty terms\",\"legal rights\",\"damages\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Specific warranty coverages for corrosion, occupant restraint systems, and adjustments.\",\"relevant_information\":\"Corrosion warranty, seat belt warranty, adjustment warranty exceptions.\",\"connection_points\":[\"specific warranties\",\"coverage periods\",\"exceptions\"]}", "{\"chunk_id\":\"chunk_5\",\"content_summary\":\"Production changes, modifications, and waivers.\",\"relevant_information\":\"Rivian's discretion on repairs, production changes, warranty updates.\",\"connection_points\":[\"production changes\",\"warranty updates\",\"discretionary repairs\"]}" ]

[ "How do the dispute resolution processes differ for various warranty claims?", "What are the key exclusions and limitations in the Rivian warranty?", "How do production changes affect the warranty coverage?", "What specific components have extended warranty periods and why?", "How does the arbitration process ensure fair resolution of disputes?" ]

[ "warranty coverage periods", "dispute resolution processes", "specific component warranties", "production changes and updates", "legal provisions and limitations" ]

[ "Most disputes can be resolved without resort to arbitration or small claims court.", "You and Rivian agree to use reasonable efforts to settle any Dispute directly and good faith negotiations shall be a pre-condition to either party initiating a small claims suit or arbitration.", "In order to initiate arbitration, you must file an arbitration demand with AAA." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a5400a3c-ed71-4b4a-81d8-ad5939ca51da", "127c9587-c57d-4285-91a7-9c91ad9e7517", "ca65674c-7081-4a84-99af-812fb14af4c3", "ab422819-4a67-48d5-bbe3-94bd452d60c3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general information about the document.\",\"relevant_information\":\"Effective date, document revision, and general warranty provisions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"General warranty provisions and terms, including limitations and disclaimers.\",\"relevant_information\":\"Warrantor information, limitations on incidental or consequential damages.\",\"connection_points\":[\"warranty terms\",\"legal rights\",\"damages\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Specific warranty coverages for corrosion, occupant restraint systems, and adjustments.\",\"relevant_information\":\"Corrosion warranty, seat belt warranty, adjustment warranty exceptions.\",\"connection_points\":[\"specific warranties\",\"coverage periods\",\"exceptions\"]}" ]

[ "What are the key exclusions and limitations in the Rivian warranty?", "What specific components have extended warranty periods and why?", "How do the warranty terms protect both the consumer and the manufacturer?" ]

[ "warranty coverage periods", "specific component warranties", "legal provisions and limitations" ]

[ "Rivian will repair or replace any original body panel that rusts completely through from the inside out (perforated by corrosion).", "Rivian passenger vehicle seat belts and related seat belt components are warranted against defects that Rivian finds in workmanship and materials for 8 years or 100,000 miles, whichever occurs first.", "Adjustments required due to a defect in material or factory workmanship are covered for the first year or 12,000 miles, whichever comes first." ]

[ "8fef3a4d-5672-4dd6-8a03-cac2cd4df24c", "a5400a3c-ed71-4b4a-81d8-ad5939ca51da", "127c9587-c57d-4285-91a7-9c91ad9e7517", "ca65674c-7081-4a84-99af-812fb14af4c3", "ab422819-4a67-48d5-bbe3-94bd452d60c3" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to the warranty guide, effective date, and general information about the document.\",\"relevant_information\":\"Effective date, document revision, and general warranty provisions.\",\"connection_points\":[\"warranty periods\",\"exclusions\",\"dispute resolution\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"General warranty provisions and terms, including limitations and disclaimers.\",\"relevant_information\":\"Warrantor information, limitations on incidental or consequential damages.\",\"connection_points\":[\"warranty terms\",\"legal rights\",\"damages\"]}", "{\"chunk_id\":\"chunk_5\",\"content_summary\":\"Production changes, modifications, and waivers.\",\"relevant_information\":\"Rivian's discretion on repairs, production changes, warranty updates.\",\"connection_points\":[\"production changes\",\"warranty updates\",\"discretionary repairs\"]}" ]

[ "How do production changes affect the warranty coverage?", "What are the key exclusions and limitations in the Rivian warranty?", "How does Rivian ensure that warranty terms are up-to-date with production changes?" ]

[ "warranty coverage periods", "legal provisions and limitations", "production changes and updates" ]

[ "Rivian may make changes to new vehicle design and update warranty coverage for new vehicles at any time.", "Production changes or upgrades to new vehicles do not obligate Rivian to update vehicles already built with component parts of a different type or design, so long as the vehicle functions properly with the repair, adjustment, or installation of replacement parts under the warranty.", "The new warranty terms will only apply to vehicles sold after that date." ]

[ "83a7314d-eaa8-439e-acf6-c0f776e33380", "2ef72e76-b031-4039-9181-cafa90d57c28", "98632237-4684-48c7-83a7-9253ae6a0784", "ba6f01f1-230f-475a-a29f-7c6c45f630cc", "6c5cf89b-1cfa-4d08-82eb-6f96fa7c035c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to Llama 3, its performance improvements, and future goals.\",\"relevant_information\":\"Llama 3's performance improvements, future goals for multilingual and multimodal capabilities.\",\"connection_points\":[\"performance\",\"future goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Model architecture, pretraining data, and scaling up pretraining.\",\"relevant_information\":\"Improvements in model architecture, pretraining data, and scaling.\",\"connection_points\":[\"model architecture\",\"pretraining data\",\"scaling\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Scaling laws, training efficiency, and instruction fine-tuning.\",\"relevant_information\":\"Scaling laws, training efficiency improvements, and instruction fine-tuning methods.\",\"connection_points\":[\"scaling laws\",\"training efficiency\",\"instruction fine-tuning\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Safety tools, responsible development, and deployment.\",\"relevant_information\":\"Safety tools like Llama Guard 2 and Code Shield, responsible development practices.\",\"connection_points\":[\"safety tools\",\"responsible development\"]}", "{\"chunk_id\":\"chunk_5\",\"content_summary\":\"Future releases and integration into Meta AI.\",\"relevant_information\":\"Future model releases, multimodality, and integration into Meta AI.\",\"connection_points\":[\"future releases\",\"integration\"]}" ]

[ "How do the improvements in Llama 3's model architecture contribute to its performance?", "What role does pretraining data play in the performance of Llama 3?", "How do scaling laws influence the training efficiency of Llama 3?", "How do the safety tools in Llama 3 ensure responsible development and deployment?", "What are the future plans for Llama 3 and how will they be integrated into Meta AI?" ]

[ "performance improvements", "model architecture", "pretraining data", "scaling laws", "training efficiency", "instruction fine-tuning", "safety tools", "responsible development", "future releases", "integration into Meta AI" ]

[ "Llama 3 uses a tokenizer with a vocabulary of 128K tokens that encodes language much more efficiently, which leads to substantially improved model performance.", "We trained the models on sequences of 8,192 tokens, using a mask to ensure self-attention does not cross document boundaries.", "Improvements in our post-training procedures substantially reduced False refusal rates, improved alignment, and increased diversity in model responses." ]

[ "83a7314d-eaa8-439e-acf6-c0f776e33380", "2ef72e76-b031-4039-9181-cafa90d57c28", "98632237-4684-48c7-83a7-9253ae6a0784", "ba6f01f1-230f-475a-a29f-7c6c45f630cc", "6c5cf89b-1cfa-4d08-82eb-6f96fa7c035c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to Llama 3, its performance improvements, and future goals.\",\"relevant_information\":\"Llama 3's performance improvements, future goals for multilingual and multimodal capabilities.\",\"connection_points\":[\"performance\",\"future goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Model architecture, pretraining data, and scaling up pretraining.\",\"relevant_information\":\"Improvements in model architecture, pretraining data, and scaling.\",\"connection_points\":[\"model architecture\",\"pretraining data\",\"scaling\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Scaling laws, training efficiency, and instruction fine-tuning.\",\"relevant_information\":\"Scaling laws, training efficiency improvements, and instruction fine-tuning methods.\",\"connection_points\":[\"scaling laws\",\"training efficiency\",\"instruction fine-tuning\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Safety tools, responsible development, and deployment.\",\"relevant_information\":\"Safety tools like Llama Guard 2 and Code Shield, responsible development practices.\",\"connection_points\":[\"safety tools\",\"responsible development\"]}", "{\"chunk_id\":\"chunk_5\",\"content_summary\":\"Future releases and integration into Meta AI.\",\"relevant_information\":\"Future model releases, multimodality, and integration into Meta AI.\",\"connection_points\":[\"future releases\",\"integration\"]}" ]

[ "How do the improvements in Llama 3's model architecture contribute to its performance?", "What role does pretraining data play in the performance of Llama 3?", "How do scaling laws influence the training efficiency of Llama 3?", "How do the safety tools in Llama 3 ensure responsible development and deployment?", "What are the future plans for Llama 3 and how will they be integrated into Meta AI?" ]

[ "performance improvements", "model architecture", "pretraining data", "scaling laws", "training efficiency", "instruction fine-tuning", "safety tools", "responsible development", "future releases", "integration into Meta AI" ]

[ "We made several new observations on scaling behavior during the development of Llama 3.", "Both our 8B and 70B parameter models continued to improve log-linearly after we trained them on up to 15T tokens.", "To train our largest Llama 3 models, we combined three types of parallelization: data parallelization, model parallelization, and pipeline parallelization." ]

[ "83a7314d-eaa8-439e-acf6-c0f776e33380", "2ef72e76-b031-4039-9181-cafa90d57c28", "98632237-4684-48c7-83a7-9253ae6a0784", "ba6f01f1-230f-475a-a29f-7c6c45f630cc", "6c5cf89b-1cfa-4d08-82eb-6f96fa7c035c" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to Llama 3, its performance improvements, and future goals.\",\"relevant_information\":\"Llama 3's performance improvements, future goals for multilingual and multimodal capabilities.\",\"connection_points\":[\"performance\",\"future goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Model architecture, pretraining data, and scaling up pretraining.\",\"relevant_information\":\"Improvements in model architecture, pretraining data, and scaling.\",\"connection_points\":[\"model architecture\",\"pretraining data\",\"scaling\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Scaling laws, training efficiency, and instruction fine-tuning.\",\"relevant_information\":\"Scaling laws, training efficiency improvements, and instruction fine-tuning methods.\",\"connection_points\":[\"scaling laws\",\"training efficiency\",\"instruction fine-tuning\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Safety tools, responsible development, and deployment.\",\"relevant_information\":\"Safety tools like Llama Guard 2 and Code Shield, responsible development practices.\",\"connection_points\":[\"safety tools\",\"responsible development\"]}", "{\"chunk_id\":\"chunk_5\",\"content_summary\":\"Future releases and integration into Meta AI.\",\"relevant_information\":\"Future model releases, multimodality, and integration into Meta AI.\",\"connection_points\":[\"future releases\",\"integration\"]}" ]

[ "How do the improvements in Llama 3's model architecture contribute to its performance?", "What role does pretraining data play in the performance of Llama 3?", "How do scaling laws influence the training efficiency of Llama 3?", "How do the safety tools in Llama 3 ensure responsible development and deployment?", "What are the future plans for Llama 3 and how will they be integrated into Meta AI?" ]

[ "performance improvements", "model architecture", "pretraining data", "scaling laws", "training efficiency", "instruction fine-tuning", "safety tools", "responsible development", "future releases", "integration into Meta AI" ]

[ "We’ve also co-developed Llama 3 with torchtune, the new PyTorch-native library for easily authoring, fine-tuning, and experimenting with LLMs.", "Our red teaming approach leverages human experts and automation methods to generate adversarial prompts that try to elicit problematic responses.", "For instance, we apply comprehensive testing to assess risks of misuse related to Chemical, Biological, Cyber Security, and other risk areas." ]

[ "5d0ef8c1-9703-47dc-9a0c-8d4bfc5b4f9c", "98632237-4684-48c7-83a7-9253ae6a0784" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction of Llama 3, its availability, safety tools, and future plans.\",\"relevant_information\":\"Llama 3's performance, safety features, cloud availability, and future enhancements.\",\"connection_points\":[\"performance\",\"safety\",\"availability\",\"future plans\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Technical details of Llama 3's training and fine-tuning processes.\",\"relevant_information\":\"Scaling laws, training efficiency, and instruction fine-tuning methods.\",\"connection_points\":[\"training efficiency\",\"fine-tuning\",\"scaling laws\"]}" ]

[ "How do the performance improvements in Llama 3 compare to Llama 2?", "What safety features are introduced in Llama 3?", "How does the training efficiency of Llama 3 compare to Llama 2?", "What future enhancements are planned for Llama 3?" ]

[ "performance improvements", "safety features", "training efficiency", "future enhancements" ]

[ "Llama 3 demonstrates significant performance improvements over its predecessor, Llama 2", "Our most efficient implementation achieves a compute utilization of over 400 TFLOPS per GPU when trained on 16K GPUs simultaneously", "Those improvements resulted in an overall effective training time of more than 95%" ]

[ "5d0ef8c1-9703-47dc-9a0c-8d4bfc5b4f9c", "98632237-4684-48c7-83a7-9253ae6a0784" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction of Llama 3, its availability, safety tools, and future plans.\",\"relevant_information\":\"Llama 3's performance, safety features, cloud availability, and future enhancements.\",\"connection_points\":[\"performance\",\"safety\",\"availability\",\"future plans\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Technical details of Llama 3's training and fine-tuning processes.\",\"relevant_information\":\"Scaling laws, training efficiency, and instruction fine-tuning methods.\",\"connection_points\":[\"training efficiency\",\"fine-tuning\",\"scaling laws\"]}" ]

[ "How do the performance improvements in Llama 3 compare to Llama 2?", "What safety features are introduced in Llama 3?", "How does the training efficiency of Llama 3 compare to Llama 2?", "What future enhancements are planned for Llama 3?" ]

[ "performance improvements", "safety features", "training efficiency", "future enhancements" ]

[ "We’re dedicated to developing Llama 3 in a responsible way, and we’re offering various resources to help others use it responsibly as well", "This includes introducing new trust and safety tools with Llama Guard 2, Code Shield, and CyberSec Eval 2" ]

[ "5d0ef8c1-9703-47dc-9a0c-8d4bfc5b4f9c", "98632237-4684-48c7-83a7-9253ae6a0784" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction of Llama 3, its availability, safety tools, and future plans.\",\"relevant_information\":\"Llama 3's performance, safety features, cloud availability, and future enhancements.\",\"connection_points\":[\"performance\",\"safety\",\"availability\",\"future plans\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Technical details of Llama 3's training and fine-tuning processes.\",\"relevant_information\":\"Scaling laws, training efficiency, and instruction fine-tuning methods.\",\"connection_points\":[\"training efficiency\",\"fine-tuning\",\"scaling laws\"]}" ]

[ "How do the performance improvements in Llama 3 compare to Llama 2?", "What safety features are introduced in Llama 3?", "How does the training efficiency of Llama 3 compare to Llama 2?", "What future enhancements are planned for Llama 3?" ]

[ "performance improvements", "safety features", "training efficiency", "future enhancements" ]

[ "In the coming months, we expect to introduce new capabilities, longer context windows, additional model sizes, and enhanced performance", "Future releases will include larger models, multimodality, and expanded language support" ]

[ "18fbe0b9-0c90-44de-9d8d-78184c29743c", "c3517b0a-f829-4fbf-92b2-54daa2d23fb0" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to educational challenges in Latin America and McKinsey's AI-powered tools for math education and teacher support.\",\"relevant_information\":\"Mentu for math education, Shaia for teacher support, partnership with Colegio Los Nogales.\",\"connection_points\":[\"AI in education\",\"teacher support tools\",\"educational outcomes\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"McKinsey's collaboration with Enseña Perú to transform education in Peru through teacher training and operational efficiency.\",\"relevant_information\":\"New education model, teacher training, operational efficiency, pilot program in Ascope.\",\"connection_points\":[\"teacher training\",\"operational efficiency\",\"educational transformation\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Partnership with Fundación CRISFE to build a network of high-quality private schools in Ecuador.\",\"relevant_information\":\"Private school network, centralized administration, financial sustainability.\",\"connection_points\":[\"access to education\",\"school administration\",\"financial sustainability\"]}" ]

[ "How do AI tools like Mentu and Shaia improve educational outcomes?", "What role does teacher training play in educational transformation?", "How does centralized administration contribute to financial sustainability in education?" ]

[ "AI in education", "teacher training", "operational efficiency", "access to education", "financial sustainability" ]

[ "Mentu helped more than 30,000 students in 100 schools throughout Colombia and the Dominican Republic.", "Shaia, an AI-enabled teacher’s assistant, instantly creates customized lesson plans while providing detailed feedback to teachers.", "The rise of AI has created an opportunity to better support teachers." ]

[ "18fbe0b9-0c90-44de-9d8d-78184c29743c", "c3517b0a-f829-4fbf-92b2-54daa2d23fb0" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to educational challenges in Latin America and McKinsey's AI-powered tools for math education and teacher support.\",\"relevant_information\":\"Mentu for math education, Shaia for teacher support, partnership with Colegio Los Nogales.\",\"connection_points\":[\"AI in education\",\"teacher support tools\",\"educational outcomes\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"McKinsey's collaboration with Enseña Perú to transform education in Peru through teacher training and operational efficiency.\",\"relevant_information\":\"New education model, teacher training, operational efficiency, pilot program in Ascope.\",\"connection_points\":[\"teacher training\",\"operational efficiency\",\"educational transformation\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Partnership with Fundación CRISFE to build a network of high-quality private schools in Ecuador.\",\"relevant_information\":\"Private school network, centralized administration, financial sustainability.\",\"connection_points\":[\"access to education\",\"school administration\",\"financial sustainability\"]}" ]

[ "How do AI tools like Mentu and Shaia improve educational outcomes?", "What role does teacher training play in educational transformation?", "How does centralized administration contribute to financial sustainability in education?" ]

[ "AI in education", "teacher training", "operational efficiency", "access to education", "financial sustainability" ]

[ "We helped create an agile 'test and learn' environment to help them be more nimble and adjust to changes more quickly.", "We developed a system to train and coach teachers while equipping district leaders with the skills needed to operate their schools more efficiently.", "The entirety of the project represented a fundamental shift for Enseña Perú, which has been implementing and utilizing the new model, systems, and technologies as a pilot program in Ascope over the past nine months." ]

[ "18fbe0b9-0c90-44de-9d8d-78184c29743c", "c3517b0a-f829-4fbf-92b2-54daa2d23fb0" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Introduction to educational challenges in Latin America and McKinsey's AI-powered tools for math education and teacher support.\",\"relevant_information\":\"Mentu for math education, Shaia for teacher support, partnership with Colegio Los Nogales.\",\"connection_points\":[\"AI in education\",\"teacher support tools\",\"educational outcomes\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"McKinsey's collaboration with Enseña Perú to transform education in Peru through teacher training and operational efficiency.\",\"relevant_information\":\"New education model, teacher training, operational efficiency, pilot program in Ascope.\",\"connection_points\":[\"teacher training\",\"operational efficiency\",\"educational transformation\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Partnership with Fundación CRISFE to build a network of high-quality private schools in Ecuador.\",\"relevant_information\":\"Private school network, centralized administration, financial sustainability.\",\"connection_points\":[\"access to education\",\"school administration\",\"financial sustainability\"]}" ]

[ "How do AI tools like Mentu and Shaia improve educational outcomes?", "What role does teacher training play in educational transformation?", "How does centralized administration contribute to financial sustainability in education?" ]

[ "AI in education", "teacher training", "operational efficiency", "access to education", "financial sustainability" ]

[ "The plan included centralizing the school administration to reduce admission costs and achieve financial sustainability, enabling them to invest in excellent teachers, training, and coaching.", "CRISFE aspires to build up a network of 60 to 70 schools over the next ten years, becoming one of the largest and most impactful school networks in the region.", "Two schools have already been acquired, just in time for the start of the school year." ]

[ "ebf75fae-33f0-406e-9926-88234e8ebc46", "b2b06ec1-00b9-4195-a6e2-4ddfaa726c6a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Impact of Middle East tensions on oil prices and US stock markets\",\"relevant_information\":\"Oil price surge due to potential Israeli strike on Iranian oil facilities, US stock market declines\",\"connection_points\":[\"geopolitical tensions\",\"oil prices\",\"stock market performance\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Federal Reserve interest rate policies and Chinese economic stimulus\",\"relevant_information\":\"Fed's interest rate cuts, China's economic support measures\",\"connection_points\":[\"interest rate policies\",\"economic stimulus\",\"global market sentiment\"]}" ]

[ "How do geopolitical tensions affect global oil prices and stock markets?", "What role do interest rate policies play in market stability?", "How do economic stimulus measures influence global market sentiment?" ]

[ "geopolitical impact on markets", "interest rate policies", "economic stimulus measures", "market sentiment" ]

[ "Crude prices jumped Thursday on worries that worsening tensions in the Middle East could disrupt the global flow of oil", "The Standard & Poor’s 500 fell 0.2% amid a shaky week that’s knocked the index off its all-time high set on Monday", "The Fed last month lowered its main interest rate for the first time in more than four years and indicated that more cuts will arrive through next year" ]

[ "ebf75fae-33f0-406e-9926-88234e8ebc46", "b2b06ec1-00b9-4195-a6e2-4ddfaa726c6a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Impact of Middle East tensions on oil prices and US stock markets\",\"relevant_information\":\"Oil price surge due to potential Israeli strike on Iranian oil facilities, US stock market declines\",\"connection_points\":[\"geopolitical tensions\",\"oil prices\",\"stock market performance\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Federal Reserve interest rate policies and Chinese economic stimulus\",\"relevant_information\":\"Fed's interest rate cuts, China's economic support measures\",\"connection_points\":[\"interest rate policies\",\"economic stimulus\",\"global market sentiment\"]}" ]

[ "How do geopolitical tensions affect global oil prices and stock markets?", "What role do interest rate policies play in market stability?", "How do economic stimulus measures influence global market sentiment?" ]

[ "geopolitical impact on markets", "interest rate policies", "economic stimulus measures", "market sentiment" ]

[ "The Fed last month lowered its main interest rate for the first time in more than four years and indicated that more cuts will arrive through next year", "Stocks are near their record highs because of hopes that the U.S. economy will continue to grow, now that the Fed is cutting interest rates to boost it", "Yields have been rising as traders pare their bets for how much the Fed will cut interest rates at its next meeting in November" ]

[ "ebf75fae-33f0-406e-9926-88234e8ebc46", "b2b06ec1-00b9-4195-a6e2-4ddfaa726c6a" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Impact of Middle East tensions on oil prices and US stock markets\",\"relevant_information\":\"Oil price surge due to potential Israeli strike on Iranian oil facilities, US stock market declines\",\"connection_points\":[\"geopolitical tensions\",\"oil prices\",\"stock market performance\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Federal Reserve interest rate policies and Chinese economic stimulus\",\"relevant_information\":\"Fed's interest rate cuts, China's economic support measures\",\"connection_points\":[\"interest rate policies\",\"economic stimulus\",\"global market sentiment\"]}" ]

[ "How do geopolitical tensions affect global oil prices and stock markets?", "What role do interest rate policies play in market stability?", "How do economic stimulus measures influence global market sentiment?" ]

[ "geopolitical impact on markets", "interest rate policies", "economic stimulus measures", "market sentiment" ]

[ "China is also talking about more aid for its economy, and “when the top policymakers in the world’s two largest economies are determined to support economic growth, it pays to listen,” said Evan Brown, head of multi-asset strategy at UBS Asset Management", "Stocks in China have largely been surging on hopes for a flurry of recent announcements from Beijing to prop up the world’s second-largest economy", "The job market could use help, as U.S. hiring has been slowing" ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face hit $70M annual recurring revenue (ARR) at the end of 2023, up 367% from 2022, primarily off the growth of lucrative consulting contracts with many of the biggest companies in AI—Nvidia, Amazon, and Microsoft.", "OpenAI hit $2B in annual recurring revenue at the end of 2023, up about 900% from $200M at the end of 2022.", "Google merged its DeepMind and Google Brain AI divisions in order to develop a multi-modal AI model to go after OpenAI and compete directly with GPT-4 and ChatGPT." ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face makes money from paid individual ($9/month) and team plans ($20/month), but the majority of their revenue comes from spinning up closed, managed versions of their product for the enterprise.", "Researchers open-source their models and upload them to Hugging Face because while it takes millions of dollars in compute to build a consumer product like ChatGPT, distributing your model via Hugging Face gets it in front of every ML developer for free—and leaves open the potential to charge for an API version of it down the line.", "Hugging Face's main product is a library of pre-trained models and tools for NLP tasks." ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face can expand their TAM significantly by offering no-code and low-code workflows for spinning up specific kinds of AI-based products for various verticals.", "Early in February 2024, Hugging Face launched one of these kinds of products with HuggingChat—a web app that lets users create personalized AI chatbots for free, leveraging the thousands of text-based language models that have been uploaded to their platform.", "Building and launching more of these kinds of apps can allow Hugging Face to go after end-to-end seats within organizations, capturing product managers and others who might be building apps in Zapier and Airtable today." ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face hit $70M annual recurring revenue (ARR) at the end of 2023, up 367% from 2022, primarily off the growth of lucrative consulting contracts with many of the biggest companies in AI—Nvidia, Amazon, and Microsoft.", "OpenAI hit $2B in annual recurring revenue at the end of 2023, up about 900% from $200M at the end of 2022.", "Google merged its DeepMind and Google Brain AI divisions in order to develop a multi-modal AI model to go after OpenAI and compete directly with GPT-4 and ChatGPT." ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face makes money from paid individual ($9/month) and team plans ($20/month), but the majority of their revenue comes from spinning up closed, managed versions of their product for the enterprise.", "Researchers open-source their models and upload them to Hugging Face because while it takes millions of dollars in compute to build a consumer product like ChatGPT, distributing your model via Hugging Face gets it in front of every ML developer for free—and leaves open the potential to charge for an API version of it down the line.", "Hugging Face's main product is a library of pre-trained models and tools for NLP tasks." ]

[ "27fe9bdf-c6e3-4c8b-93cc-348a016b2b25", "bc51842a-ebf8-4a50-857f-ab774327a5ef", "ec3fb5a3-bc17-4004-8a7b-275f1b283002", "3b55c307-0e42-4bc4-96ee-efd5775d4a57" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Hugging Face's revenue growth, business model, and product offerings.\",\"relevant_information\":\"Revenue from enterprise contracts, team subscriptions, and cloud services.\",\"connection_points\":[\"revenue streams\",\"business model\",\"product offerings\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Hugging Face's primary revenue sources and competition.\",\"relevant_information\":\"Team subscriptions, cloud services, enterprise solutions, and competition from OpenAI and Google.\",\"connection_points\":[\"revenue sources\",\"competition\",\"enterprise solutions\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Competitive landscape including OpenAI, Google, Meta, and Anthropic.\",\"relevant_information\":\"Competitor products, market positioning, and advantages.\",\"connection_points\":[\"competitor analysis\",\"market positioning\",\"product comparison\"]}", "{\"chunk_id\":\"chunk_4\",\"content_summary\":\"Hugging Face's growth strategies and market expansion opportunities.\",\"relevant_information\":\"Enterprise pricing, vertical solutions, and no-code/low-code workflows.\",\"connection_points\":[\"growth strategies\",\"market expansion\",\"vertical solutions\"]}" ]

[ "How does Hugging Face's revenue model compare to its competitors?", "What are the key advantages of Hugging Face's open-source approach?", "How can Hugging Face expand its market reach through vertical solutions?" ]

[ "revenue diversification", "competitive advantages", "market positioning", "growth strategies" ]

[ "Hugging Face can expand their TAM significantly by offering no-code and low-code workflows for spinning up specific kinds of AI-based products for various verticals.", "Early in February 2024, Hugging Face launched one of these kinds of products with HuggingChat—a web app that lets users create personalized AI chatbots for free, leveraging the thousands of text-based language models that have been uploaded to their platform.", "Building and launching more of these kinds of apps can allow Hugging Face to go after end-to-end seats within organizations, capturing product managers and others who might be building apps in Zapier and Airtable today." ]

[ "28144c28-8de7-444e-a6b3-c2d7cc39f724", "8c86bd20-c0bd-4404-baa1-5c2606f84e15" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of economic conditions, inflation trends, and the Fed's dual mandate\",\"relevant_information\":\"Economic growth, unemployment rates, inflation progress, and the Fed's commitment to its goals\",\"connection_points\":[\"economic indicators\",\"inflation targets\",\"monetary policy goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Specific monetary policy implementation details\",\"relevant_information\":\"Open market operations, interest rates, and securities management\",\"connection_points\":[\"policy tools\",\"operational directives\",\"interest rate management\"]}" ]

[ "How do economic indicators influence the Fed's monetary policy decisions?", "What tools does the Fed use to manage inflation?", "Why is the Fed cautious about reducing interest rates?" ]

[ "monetary policy goals", "inflation management", "economic indicators", "policy implementation tools" ]

[ "The Committee judges that the risks to achieving its employment and inflation goals continue to move into better balance.", "The Committee decided to maintain the target range for the federal funds rate at 5-1/4 to 5-1/2 percent.", "The Committee will carefully assess incoming data, the evolving outlook, and the balance of risks." ]

[ "28144c28-8de7-444e-a6b3-c2d7cc39f724", "8c86bd20-c0bd-4404-baa1-5c2606f84e15" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of economic conditions, inflation trends, and the Fed's dual mandate\",\"relevant_information\":\"Economic growth, unemployment rates, inflation progress, and the Fed's commitment to its goals\",\"connection_points\":[\"economic indicators\",\"inflation targets\",\"monetary policy goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Specific monetary policy implementation details\",\"relevant_information\":\"Open market operations, interest rates, and securities management\",\"connection_points\":[\"policy tools\",\"operational directives\",\"interest rate management\"]}" ]

[ "How do economic indicators influence the Fed's monetary policy decisions?", "What tools does the Fed use to manage inflation?", "Why is the Fed cautious about reducing interest rates?" ]

[ "monetary policy goals", "inflation management", "economic indicators", "policy implementation tools" ]

[ "The Committee will continue reducing its holdings of Treasury securities and agency debt and agency mortgage‑backed securities.", "Undertake open market operations as necessary to maintain the federal funds rate in a target range of 5-1/4 to 5‑1/2 percent.", "Conduct standing overnight repurchase agreement operations with a minimum bid rate of 5.5 percent and with an aggregate operation limit of $500 billion." ]

[ "28144c28-8de7-444e-a6b3-c2d7cc39f724", "8c86bd20-c0bd-4404-baa1-5c2606f84e15" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Overview of economic conditions, inflation trends, and the Fed's dual mandate\",\"relevant_information\":\"Economic growth, unemployment rates, inflation progress, and the Fed's commitment to its goals\",\"connection_points\":[\"economic indicators\",\"inflation targets\",\"monetary policy goals\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Specific monetary policy implementation details\",\"relevant_information\":\"Open market operations, interest rates, and securities management\",\"connection_points\":[\"policy tools\",\"operational directives\",\"interest rate management\"]}" ]

[ "How do economic indicators influence the Fed's monetary policy decisions?", "What tools does the Fed use to manage inflation?", "Why is the Fed cautious about reducing interest rates?" ]

[ "monetary policy goals", "inflation management", "economic indicators", "policy implementation tools" ]

[ "The Committee does not expect it will be appropriate to reduce the target range until it has gained greater confidence that inflation is moving sustainably toward 2 percent.", "The Committee will carefully assess incoming data, the evolving outlook, and the balance of risks.", "The Committee would be prepared to adjust the stance of monetary policy as appropriate if risks emerge that could impede the attainment of the Committee's goals." ]

[ "6830bb5e-888d-40db-8ddf-b964733b64b8", "a6595d1f-516a-4b5c-9610-e047a28d4593", "419f1a52-ae06-4f93-8e84-df2f2dccf9a5" ]

[ "{\"chunk_id\":\"funding_overview\",\"content_summary\":\"Overview of the $44 million funding for clean energy projects in Tribal communities\",\"relevant_information\":\"Funding allocation and project goals\",\"connection_points\":[\"funding distribution\",\"project benefits\"]}", "{\"chunk_id\":\"specific_projects\",\"content_summary\":\"Details of specific projects funded in different Tribal communities\",\"relevant_information\":\"Project descriptions, energy savings, and environmental impact\",\"connection_points\":[\"project outcomes\",\"community benefits\"]}", "{\"chunk_id\":\"future_funding\",\"content_summary\":\"Information on future funding opportunities for Tribal clean energy projects\",\"relevant_information\":\"New funding announcement and application process\",\"connection_points\":[\"future planning\",\"community engagement\"]}" ]

[ "How does the funding allocation support Tribal energy sovereignty?", "What are the anticipated benefits of the funded projects?", "How do the specific projects contribute to energy resilience and cost savings?" ]

[ "funding allocation", "project benefits", "energy savings", "environmental impact", "future planning" ]

[ "The DOE announced nearly $44 million for Tribal communities to deploy clean energy solutions", "These investments bring our nation closer to the Biden-Harris Administration’s goal to enhance Tribal energy sovereignty", "The projects are estimated to result in nearly 5.6-MW of clean energy generation and over 3.2-MWh of battery storage" ]

[ "6830bb5e-888d-40db-8ddf-b964733b64b8", "a6595d1f-516a-4b5c-9610-e047a28d4593", "419f1a52-ae06-4f93-8e84-df2f2dccf9a5" ]

[ "{\"chunk_id\":\"funding_overview\",\"content_summary\":\"Overview of the $44 million funding for clean energy projects in Tribal communities\",\"relevant_information\":\"Funding allocation and project goals\",\"connection_points\":[\"funding distribution\",\"project benefits\"]}", "{\"chunk_id\":\"specific_projects\",\"content_summary\":\"Details of specific projects funded in different Tribal communities\",\"relevant_information\":\"Project descriptions, energy savings, and environmental impact\",\"connection_points\":[\"project outcomes\",\"community benefits\"]}", "{\"chunk_id\":\"future_funding\",\"content_summary\":\"Information on future funding opportunities for Tribal clean energy projects\",\"relevant_information\":\"New funding announcement and application process\",\"connection_points\":[\"future planning\",\"community engagement\"]}" ]

[ "How does the funding allocation support Tribal energy sovereignty?", "What are the anticipated benefits of the funded projects?", "How do the specific projects contribute to energy resilience and cost savings?" ]

[ "funding allocation", "project benefits", "energy savings", "environmental impact", "future planning" ]

[ "The projects are estimated to result in nearly 5.6-MW of clean energy generation and over 3.2-MWh of battery storage", "These investments will yield tangible results year after year to improve the quality of life for these underserved communities", "The systems will save the Tribe $9.3 million over the life of the systems" ]

[ "6830bb5e-888d-40db-8ddf-b964733b64b8", "a6595d1f-516a-4b5c-9610-e047a28d4593", "419f1a52-ae06-4f93-8e84-df2f2dccf9a5" ]

[ "{\"chunk_id\":\"funding_overview\",\"content_summary\":\"Overview of the $44 million funding for clean energy projects in Tribal communities\",\"relevant_information\":\"Funding allocation and project goals\",\"connection_points\":[\"funding distribution\",\"project benefits\"]}", "{\"chunk_id\":\"specific_projects\",\"content_summary\":\"Details of specific projects funded in different Tribal communities\",\"relevant_information\":\"Project descriptions, energy savings, and environmental impact\",\"connection_points\":[\"project outcomes\",\"community benefits\"]}", "{\"chunk_id\":\"future_funding\",\"content_summary\":\"Information on future funding opportunities for Tribal clean energy projects\",\"relevant_information\":\"New funding announcement and application process\",\"connection_points\":[\"future planning\",\"community engagement\"]}" ]

[ "How does the funding allocation support Tribal energy sovereignty?", "What are the anticipated benefits of the funded projects?", "How do the specific projects contribute to energy resilience and cost savings?" ]

[ "funding allocation", "project benefits", "energy savings", "environmental impact", "future planning" ]

[ "The projects are estimated to result in nearly 5.6-MW of clean energy generation and over 3.2-MWh of battery storage", "These investments will yield tangible results year after year to improve the quality of life for these underserved communities", "The systems will save the Tribe $9.3 million over the life of the systems" ]

[ "3328a0a7-b54e-4401-bb7f-cb69469613ad", "4b561900-a7d9-425a-9d60-49484685364e", "db5c26ac-d0d1-40e9-b0a6-14d9dae6a655" ]

[ "{\"chunk_id\":\"data_sources\",\"content_summary\":\"Details on the data sources and models used for the CONUS scenarios, including the WECC ADS model and ERAG's MMWG.\",\"relevant_information\":\"WECC ADS model for Western Interconnection, ERAG's MMWG for Eastern Interconnection, and compiled data for ERCOT.\",\"connection_points\":[\"data compilation\",\"model development\",\"regional planning\"]}", "{\"chunk_id\":\"transmission_buildout\",\"content_summary\":\"Comparison of HVAC and HVDC transmission buildout in different scenarios, highlighting the benefits of HVDC.\",\"relevant_information\":\"HVAC buildout is more in combined capacity and distance, while HVDC is more cost-effective.\",\"connection_points\":[\"transmission expansion\",\"cost efficiency\",\"interregional transmission\"]}", "{\"chunk_id\":\"offshore_wind\",\"content_summary\":\"Offshore wind capacity deployment and the need for significant HV/EHV transmission infrastructure development.\",\"relevant_information\":\"47 GW of offshore wind by 2035, significant new generation capacity in areas with limited existing transmission.\",\"connection_points\":[\"offshore wind deployment\",\"transmission infrastructure\",\"interregional transmission needs\"]}" ]

[ "How do different data sources contribute to the CONUS model?", "Why is HVDC more cost-effective than HVAC for transmission buildout?", "What are the challenges in integrating offshore wind capacity?", "How does interregional transmission affect the integration of renewable energy?" ]

[ "data compilation for CONUS scenarios", "transmission buildout comparisons", "offshore wind integration", "interregional transmission needs" ]

[ "Increased interregional transmission, particularly using HVDC technology, offers significant benefits for integrating renewable energy resources", "The MT-HVDC scenario is the least-cost electricity system plan for the three scenarios", "Significant development of HV/EHV transmission infrastructure is necessitated by limited interregional HV/EHV transmission in regions with new generation capacity" ]

[ "3328a0a7-b54e-4401-bb7f-cb69469613ad", "4b561900-a7d9-425a-9d60-49484685364e", "db5c26ac-d0d1-40e9-b0a6-14d9dae6a655" ]

[ "{\"chunk_id\":\"data_sources\",\"content_summary\":\"Details on the data sources and models used for the CONUS scenarios, including the WECC ADS model and ERAG's MMWG.\",\"relevant_information\":\"WECC ADS model for Western Interconnection, ERAG's MMWG for Eastern Interconnection, and compiled data for ERCOT.\",\"connection_points\":[\"data compilation\",\"model development\",\"regional planning\"]}", "{\"chunk_id\":\"transmission_buildout\",\"content_summary\":\"Comparison of HVAC and HVDC transmission buildout in different scenarios, highlighting the benefits of HVDC.\",\"relevant_information\":\"HVAC buildout is more in combined capacity and distance, while HVDC is more cost-effective.\",\"connection_points\":[\"transmission expansion\",\"cost efficiency\",\"interregional transmission\"]}", "{\"chunk_id\":\"offshore_wind\",\"content_summary\":\"Offshore wind capacity deployment and the need for significant HV/EHV transmission infrastructure development.\",\"relevant_information\":\"47 GW of offshore wind by 2035, significant new generation capacity in areas with limited existing transmission.\",\"connection_points\":[\"offshore wind deployment\",\"transmission infrastructure\",\"interregional transmission needs\"]}" ]

[ "How do different data sources contribute to the CONUS model?", "Why is HVDC more cost-effective than HVAC for transmission buildout?", "What are the challenges in integrating offshore wind capacity?", "How does interregional transmission affect the integration of renewable energy?" ]

[ "data compilation for CONUS scenarios", "transmission buildout comparisons", "offshore wind integration", "interregional transmission needs" ]

[ "Offshore wind capacity of 47 GW being deployed by 2035 with most of this concentrated off the Atlantic coast", "Significant development of HV/EHV transmission infrastructure is necessitated by limited interregional HV/EHV transmission in regions with new generation capacity", "Intraregional transmission needs are substantial, especially when interregional options are not available" ]

[ "3328a0a7-b54e-4401-bb7f-cb69469613ad", "4b561900-a7d9-425a-9d60-49484685364e", "db5c26ac-d0d1-40e9-b0a6-14d9dae6a655" ]

[ "{\"chunk_id\":\"data_sources\",\"content_summary\":\"Details on the data sources and models used for the CONUS scenarios, including the WECC ADS model and ERAG's MMWG.\",\"relevant_information\":\"WECC ADS model for Western Interconnection, ERAG's MMWG for Eastern Interconnection, and compiled data for ERCOT.\",\"connection_points\":[\"data compilation\",\"model development\",\"regional planning\"]}", "{\"chunk_id\":\"transmission_buildout\",\"content_summary\":\"Comparison of HVAC and HVDC transmission buildout in different scenarios, highlighting the benefits of HVDC.\",\"relevant_information\":\"HVAC buildout is more in combined capacity and distance, while HVDC is more cost-effective.\",\"connection_points\":[\"transmission expansion\",\"cost efficiency\",\"interregional transmission\"]}", "{\"chunk_id\":\"offshore_wind\",\"content_summary\":\"Offshore wind capacity deployment and the need for significant HV/EHV transmission infrastructure development.\",\"relevant_information\":\"47 GW of offshore wind by 2035, significant new generation capacity in areas with limited existing transmission.\",\"connection_points\":[\"offshore wind deployment\",\"transmission infrastructure\",\"interregional transmission needs\"]}" ]

[ "How do different data sources contribute to the CONUS model?", "Why is HVDC more cost-effective than HVAC for transmission buildout?", "What are the challenges in integrating offshore wind capacity?", "How does interregional transmission affect the integration of renewable energy?" ]

[ "data compilation for CONUS scenarios", "transmission buildout comparisons", "offshore wind integration", "interregional transmission needs" ]

[ "The WECC ADS model details were used directly for the CONUS scenarios", "ERAG's MMWG is responsible for assembling nodal network models for the Eastern Interconnection", "Data were compiled from publicly available sources and purchased data for ERCOT" ]

[ "3d62528b-64ae-4873-8e2c-1301a576b3bb", "7f97a702-ede7-4e4d-8047-29b0307d100b", "2b1ceab0-a9ba-4639-9500-a6d1c417ab34" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Initial network performance assessment and transmission expansion planning\",\"relevant_information\":\"Transmission unconstrained and interface-constrained formulations, system performance indicators\",\"connection_points\":[\"transmission network use\",\"interregional power flow patterns\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Economic analysis of transmission scenarios\",\"relevant_information\":\"Annualized avoided costs, benefits to different stakeholders\",\"connection_points\":[\"economic benefits\",\"generator revenues\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Regional transmission infrastructure changes\",\"relevant_information\":\"Transmission buildout in Northern California, Northwest, and Desert Southwest\",\"connection_points\":[\"regional transmission capacity\",\"resource integration\"]}" ]

[ "How does transmission expansion affect regional power dynamics?", "What economic benefits are realized from different transmission scenarios?", "How do regional transmission buildouts support renewable energy integration?" ]

[ "transmission network planning", "economic benefits of transmission expansion", "regional transmission infrastructure", "interregional power exchanges" ]

[ "The unconstrained nodal production cost model establishes where power would want to flow without any network constraints", "The MT-HVDC scenario delivers greater net annualized avoided costs than the AC scenario for each discount rate used", "The transmission capacity also serves to export California solar energy during the daily peaks" ]

[ "3d62528b-64ae-4873-8e2c-1301a576b3bb", "7f97a702-ede7-4e4d-8047-29b0307d100b", "2b1ceab0-a9ba-4639-9500-a6d1c417ab34" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Initial network performance assessment and transmission expansion planning\",\"relevant_information\":\"Transmission unconstrained and interface-constrained formulations, system performance indicators\",\"connection_points\":[\"transmission network use\",\"interregional power flow patterns\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Economic analysis of transmission scenarios\",\"relevant_information\":\"Annualized avoided costs, benefits to different stakeholders\",\"connection_points\":[\"economic benefits\",\"generator revenues\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Regional transmission infrastructure changes\",\"relevant_information\":\"Transmission buildout in Northern California, Northwest, and Desert Southwest\",\"connection_points\":[\"regional transmission capacity\",\"resource integration\"]}" ]

[ "How does transmission expansion affect regional power dynamics?", "What economic benefits are realized from different transmission scenarios?", "How do regional transmission buildouts support renewable energy integration?" ]

[ "transmission network planning", "economic benefits of transmission expansion", "regional transmission infrastructure", "interregional power exchanges" ]

[ "The MT-HVDC scenario delivers greater net annualized avoided costs than the AC scenario for each discount rate used", "Revenues for each generator are estimated as their LCOE × generation dispatched (TWh)", "The difference in annual profits (revenues-costs) between the two scenarios defines generator benefits" ]

[ "3d62528b-64ae-4873-8e2c-1301a576b3bb", "7f97a702-ede7-4e4d-8047-29b0307d100b", "2b1ceab0-a9ba-4639-9500-a6d1c417ab34" ]

[ "{\"chunk_id\":\"chunk_1\",\"content_summary\":\"Initial network performance assessment and transmission expansion planning\",\"relevant_information\":\"Transmission unconstrained and interface-constrained formulations, system performance indicators\",\"connection_points\":[\"transmission network use\",\"interregional power flow patterns\"]}", "{\"chunk_id\":\"chunk_2\",\"content_summary\":\"Economic analysis of transmission scenarios\",\"relevant_information\":\"Annualized avoided costs, benefits to different stakeholders\",\"connection_points\":[\"economic benefits\",\"generator revenues\"]}", "{\"chunk_id\":\"chunk_3\",\"content_summary\":\"Regional transmission infrastructure changes\",\"relevant_information\":\"Transmission buildout in Northern California, Northwest, and Desert Southwest\",\"connection_points\":[\"regional transmission capacity\",\"resource integration\"]}" ]

[ "How does transmission expansion affect regional power dynamics?", "What economic benefits are realized from different transmission scenarios?", "How do regional transmission buildouts support renewable energy integration?" ]

[ "transmission network planning", "economic benefits of transmission expansion", "regional transmission infrastructure", "interregional power exchanges" ]

[ "The transmission is primarily motivated by bringing external resources into California, primarily eastern wind", "The 500-kV system along the southern border is reinforced and expanded to collect that solar energy and bring it to load", "The MT-HVDC scenario has a lower solar build, like the interregional AC scenario, and a wind build somewhere between the Limited and interregional scenarios" ]