• About TC
  • Affiliate Disclaimer
  • Privacy Policy
  • TOS
  • Contact
Friday, July 11, 2025
Techcratic
No Result
View All Result
  • AI
    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

    Artificial Intelligence

    Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS Transit Gateway

    Artificial Intelligence

    Build a just-in-time knowledge base with Amazon Bedrock

    Artificial Intelligence

    Transforming network operations with AI: How Swisscom built a network assistant using Amazon Bedrock

  • Apple
    M4 MacBook Air, iPhone, AirPods, iPad, more 9to5Mac

    M4 MacBook Air, iPhone, AirPods, iPad, more 9to5Mac

    Leaker teases Dynamic Island’s ‘significant evolution’ ahead

    Leaker teases Dynamic Island’s ‘significant evolution’ ahead

    July 11, 2025 – Apple’s plans for new Macs, iPads, and more

    Apple Watch Ultra 3: Three new features are coming next year

    Apple Watch Ultra 3: Three new features are coming this fall

    Report: Apple set to land US F1 streaming rights in $150 million+ deal

    Report: Apple set to land US F1 streaming rights in $150 million+ deal

    Fresh leak confirms new iPhone 17 and iPhone 17 Air colors

    Fresh leak confirms new iPhone 17 and iPhone 17 Air colors

    Apple reviving its discontinued AirPort router has never looked more likely

    Apple’s AirPort products are now ‘obsolete,’ with one exception

    Apple leaders join Sun Valley gathering of tech & media

    Apple leaders join Sun Valley gathering of tech & media

    Tim Cook thanks American heroes in Memorial Day post on X

    Gallery: Tim Cook and Eddy Cue attend Sun Valley ‘summer camp for billionaires’

  • ComputerWorld
    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

    From conversation to task completion – Computerworld

    From conversation to task completion – Computerworld

    OpenAI and Perplexity enter browser wars to take on Chrome – Computerworld

    OpenAI and Perplexity enter browser wars to take on Chrome – Computerworld

    Using OneDrive for Web – Computerworld

    Using OneDrive for Web – Computerworld

  • Gaming
    Zelda Breath of the Wild – 27 Ways to Make a Campfire

    Zelda Breath of the Wild – 27 Ways to Make a Campfire

    Ocarina of Time Walkthrough Let's Play – Part 3

    Ocarina of Time Walkthrough Let's Play – Part 3

    Should Charles Martinet voice Mario in The Super Mario Bros. Movie?*

    Should Charles Martinet voice Mario in The Super Mario Bros. Movie?*

    Final Fantasy producer Yoshi-P says ‘there’s no clear-cut answer’ to whether Final Fantasy will return to turn-based RPGs, because the direction of the next Final Fantasy will be up to the directors of the next Final Fantasy

    Final Fantasy producer Yoshi-P says ‘there’s no clear-cut answer’ to whether Final Fantasy will return to turn-based RPGs, because the direction of the next Final Fantasy will be up to the directors of the next Final Fantasy

    Zelda Ocarina of Time 3D 100% Walkthrough – Part 72/78 – Gerudo Training Ground Part 1 (Commentary)

    Zelda Ocarina of Time 3D 100% Walkthrough – Part 72/78 – Gerudo Training Ground Part 1 (Commentary)

    Capcom celebrates the first anniversary of Kunitsu-Gami: Path of the Goddess by ripping out its Denuvo DRM

    Capcom celebrates the first anniversary of Kunitsu-Gami: Path of the Goddess by ripping out its Denuvo DRM

    The Legend of Zelda: Breath of the Wild – Daka Tuss Shrine Walkthrough

    The Legend of Zelda: Breath of the Wild – Daka Tuss Shrine Walkthrough

    30 MORE Things You STILL Didn't Know In Zelda Breath Of The Wild

    30 MORE Things You STILL Didn't Know In Zelda Breath Of The Wild

    Playdead’s classic minimalist platformers Limbo and Inside are being pulled from GOG next week, so grab ’em while you can

    Playdead’s classic minimalist platformers Limbo and Inside are being pulled from GOG next week, so grab ’em while you can

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    How Artificial Intelligence is slowly becoming less art-ificial | Amir Baradaran | TEDxBocaRaton

    How Artificial Intelligence is slowly becoming less art-ificial | Amir Baradaran | TEDxBocaRaton

    Northern Lights Aurora Night Sky Vector Art Tutorial Affinity Designer V2

    Northern Lights Aurora Night Sky Vector Art Tutorial Affinity Designer V2

    The 3-Piece Collage Trick I Can’t Stop Using #visualdiary

    The 3-Piece Collage Trick I Can’t Stop Using #visualdiary

    GIGANOTOSSAURO (Desenhando com Thiago)

    GIGANOTOSSAURO (Desenhando com Thiago)

    Artist Spotlight: Nina Molloy

    Artist Spotlight: Nina Molloy

    Interactive Particle Systems from Gaussian Splats in TouchDesigner! (2025 + Mac Compatible)

    Interactive Particle Systems from Gaussian Splats in TouchDesigner! (2025 + Mac Compatible)

    I Made Leon S. Kennedy (Resident Evil 4) | Timelapse Sculpture

    I Made Leon S. Kennedy (Resident Evil 4) | Timelapse Sculpture

    Pixel art is here

    Pixel art is here

    AI Generative Art 1 – Robots | Vortex Creative

    AI Generative Art 1 – Robots | Vortex Creative

  • Tech Deals
    Hitachi 322898 Side Handle C10FCE2 C10FCH2 Replacement Part

    Hitachi 322898 Side Handle C10FCE2 C10FCH2 Replacement Part

    PC-VR Streaming Air Link Compatible with Meta Quest 3S/3/2 AX3000 WiFi6 VR Router,…

    PC-VR Streaming Air Link Compatible with Meta Quest 3S/3/2 AX3000 WiFi6 VR Router,…

    Crucial X9 2TB Portable SSD, Up to 1050MB/s, USB 3.2 USB-C, External Solid State Drive,…

    Crucial X9 2TB Portable SSD, Up to 1050MB/s, USB 3.2 USB-C, External Solid State Drive,…

    CORSAIR VIRTUOSO RGB WIRELESS XT Multiplatform Gaming Headset With Bluetooth – Dolby…

    CORSAIR VIRTUOSO RGB WIRELESS XT Multiplatform Gaming Headset With Bluetooth – Dolby…

    [Designed for Microsoft Surface] Cable Matters Desk Mount for Microsoft Surface…

    [Designed for Microsoft Surface] Cable Matters Desk Mount for Microsoft Surface…

    Asrock B650MProRSWiFi Mb Asrockb650m Pro Rs WiFi R

    Asrock B650MProRSWiFi Mb Asrockb650m Pro Rs WiFi R

    Wireless Retro Game Console

    Wireless Retro Game Console

    RK ROYAL KLUDGE S108 Typewriter Keyboard, Retro Mechanical Gaming Keyboard Wired 108…

    RK ROYAL KLUDGE S108 Typewriter Keyboard, Retro Mechanical Gaming Keyboard Wired 108…

    GTRACING Gaming Chair with Speakers Bluetooth Music Video Game Chair Audio Ergonomic…

    GTRACING Gaming Chair with Speakers Bluetooth Music Video Game Chair Audio Ergonomic…

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    Rear Trunk Spoiler Wing ABS Fit for Tesla Model Y 2020 2021 2022 2023 2024 High…

    Rear Trunk Spoiler Wing ABS Fit for Tesla Model Y 2020 2021 2022 2023 2024 High…

    2024-2025 Tesla Model 3 Highland Trunk Organizer – 2PCS Waterproof TPE Rear Trunk…

    2024-2025 Tesla Model 3 Highland Trunk Organizer – 2PCS Waterproof TPE Rear Trunk…

    Elon Musk says Tesla Robotaxi is coming to California, but no one other than shareholders believe him

    Elon Musk says Tesla Robotaxi is coming to California, but no one other than shareholders believe him

    1038548-00-I Charging Port Door Assembly Compatible with 2016 2017 2018 2019 2020 Tesla…

    1038548-00-I Charging Port Door Assembly Compatible with 2016 2017 2018 2019 2020 Tesla…

    Panasonic reportedly delays production ramp at US battery factory due to low Tesla demand

    Panasonic reportedly delays production ramp at US battery factory due to low Tesla demand

    KAYI Car Seat Cover, Memory Foam Car Seat Cushion, Non-Slip Bottom Breathable Car Seat…

    KAYI Car Seat Cover, Memory Foam Car Seat Cushion, Non-Slip Bottom Breathable Car Seat…

    Ziciner 2 PCS Motorcycle Chain Brush, Bike Chain Cleaning Brush with Double-Ended…

    Ziciner 2 PCS Motorcycle Chain Brush, Bike Chain Cleaning Brush with Double-Ended…

    2PCS Drill Brush Attachment, 4″ & 2″ Power Scrubber Cleaning Brush for Carpet Car…

    2PCS Drill Brush Attachment, 4″ & 2″ Power Scrubber Cleaning Brush for Carpet Car…

    Cybertruck Screen Protector, Cybertruck Accessories, 2024 Tesla Car Matte…

    Cybertruck Screen Protector, Cybertruck Accessories, 2024 Tesla Car Matte…

  • UFO
    AI This Week Unidentified Flying Object

    AI This Week Unidentified Flying Object

    007: James Bond – Sean Connery 6-Film Collection (4K Ultra HD + Digital)

    007: James Bond – Sean Connery 6-Film Collection (4K Ultra HD + Digital)

    F 14 D fighter jet sightings

    F 14 D fighter jet sightings

    Roswell New Mexico UFO Vintage Retro T T-Shirt

    Roswell New Mexico UFO Vintage Retro T T-Shirt

    Top 5 Sky Phenomena That Look Totally Broken

    Top 5 Sky Phenomena That Look Totally Broken

    New “Metallic Sphere UFO” videos in Buga Colombia

    New “Metallic Sphere UFO” videos in Buga Colombia

    Marilyn Monroe, JFK, and the Alien Conspiracy You’ve Never Heard Of

    Marilyn Monroe, JFK, and the Alien Conspiracy You’ve Never Heard Of

    The UFO Evidence: What We Don't Know

    The UFO Evidence: What We Don't Know

    Roswell, NM Tourism | Funny Alien Extraterrestrial UFO Saucer Men Women T-Shirt

    Roswell, NM Tourism | Funny Alien Extraterrestrial UFO Saucer Men Women T-Shirt

  • AI
    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

    Artificial Intelligence

    Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS Transit Gateway

    Artificial Intelligence

    Build a just-in-time knowledge base with Amazon Bedrock

    Artificial Intelligence

    Transforming network operations with AI: How Swisscom built a network assistant using Amazon Bedrock

  • Apple
    M4 MacBook Air, iPhone, AirPods, iPad, more 9to5Mac

    M4 MacBook Air, iPhone, AirPods, iPad, more 9to5Mac

    Leaker teases Dynamic Island’s ‘significant evolution’ ahead

    Leaker teases Dynamic Island’s ‘significant evolution’ ahead

    July 11, 2025 – Apple’s plans for new Macs, iPads, and more

    Apple Watch Ultra 3: Three new features are coming next year

    Apple Watch Ultra 3: Three new features are coming this fall

    Report: Apple set to land US F1 streaming rights in $150 million+ deal

    Report: Apple set to land US F1 streaming rights in $150 million+ deal

    Fresh leak confirms new iPhone 17 and iPhone 17 Air colors

    Fresh leak confirms new iPhone 17 and iPhone 17 Air colors

    Apple reviving its discontinued AirPort router has never looked more likely

    Apple’s AirPort products are now ‘obsolete,’ with one exception

    Apple leaders join Sun Valley gathering of tech & media

    Apple leaders join Sun Valley gathering of tech & media

    Tim Cook thanks American heroes in Memorial Day post on X

    Gallery: Tim Cook and Eddy Cue attend Sun Valley ‘summer camp for billionaires’

  • ComputerWorld
    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

    From conversation to task completion – Computerworld

    From conversation to task completion – Computerworld

    OpenAI and Perplexity enter browser wars to take on Chrome – Computerworld

    OpenAI and Perplexity enter browser wars to take on Chrome – Computerworld

    Using OneDrive for Web – Computerworld

    Using OneDrive for Web – Computerworld

  • Gaming
    Zelda Breath of the Wild – 27 Ways to Make a Campfire

    Zelda Breath of the Wild – 27 Ways to Make a Campfire

    Ocarina of Time Walkthrough Let's Play – Part 3

    Ocarina of Time Walkthrough Let's Play – Part 3

    Should Charles Martinet voice Mario in The Super Mario Bros. Movie?*

    Should Charles Martinet voice Mario in The Super Mario Bros. Movie?*

    Final Fantasy producer Yoshi-P says ‘there’s no clear-cut answer’ to whether Final Fantasy will return to turn-based RPGs, because the direction of the next Final Fantasy will be up to the directors of the next Final Fantasy

    Final Fantasy producer Yoshi-P says ‘there’s no clear-cut answer’ to whether Final Fantasy will return to turn-based RPGs, because the direction of the next Final Fantasy will be up to the directors of the next Final Fantasy

    Zelda Ocarina of Time 3D 100% Walkthrough – Part 72/78 – Gerudo Training Ground Part 1 (Commentary)

    Zelda Ocarina of Time 3D 100% Walkthrough – Part 72/78 – Gerudo Training Ground Part 1 (Commentary)

    Capcom celebrates the first anniversary of Kunitsu-Gami: Path of the Goddess by ripping out its Denuvo DRM

    Capcom celebrates the first anniversary of Kunitsu-Gami: Path of the Goddess by ripping out its Denuvo DRM

    The Legend of Zelda: Breath of the Wild – Daka Tuss Shrine Walkthrough

    The Legend of Zelda: Breath of the Wild – Daka Tuss Shrine Walkthrough

    30 MORE Things You STILL Didn't Know In Zelda Breath Of The Wild

    30 MORE Things You STILL Didn't Know In Zelda Breath Of The Wild

    Playdead’s classic minimalist platformers Limbo and Inside are being pulled from GOG next week, so grab ’em while you can

    Playdead’s classic minimalist platformers Limbo and Inside are being pulled from GOG next week, so grab ’em while you can

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    How Artificial Intelligence is slowly becoming less art-ificial | Amir Baradaran | TEDxBocaRaton

    How Artificial Intelligence is slowly becoming less art-ificial | Amir Baradaran | TEDxBocaRaton

    Northern Lights Aurora Night Sky Vector Art Tutorial Affinity Designer V2

    Northern Lights Aurora Night Sky Vector Art Tutorial Affinity Designer V2

    The 3-Piece Collage Trick I Can’t Stop Using #visualdiary

    The 3-Piece Collage Trick I Can’t Stop Using #visualdiary

    GIGANOTOSSAURO (Desenhando com Thiago)

    GIGANOTOSSAURO (Desenhando com Thiago)

    Artist Spotlight: Nina Molloy

    Artist Spotlight: Nina Molloy

    Interactive Particle Systems from Gaussian Splats in TouchDesigner! (2025 + Mac Compatible)

    Interactive Particle Systems from Gaussian Splats in TouchDesigner! (2025 + Mac Compatible)

    I Made Leon S. Kennedy (Resident Evil 4) | Timelapse Sculpture

    I Made Leon S. Kennedy (Resident Evil 4) | Timelapse Sculpture

    Pixel art is here

    Pixel art is here

    AI Generative Art 1 – Robots | Vortex Creative

    AI Generative Art 1 – Robots | Vortex Creative

  • Tech Deals
    Hitachi 322898 Side Handle C10FCE2 C10FCH2 Replacement Part

    Hitachi 322898 Side Handle C10FCE2 C10FCH2 Replacement Part

    PC-VR Streaming Air Link Compatible with Meta Quest 3S/3/2 AX3000 WiFi6 VR Router,…

    PC-VR Streaming Air Link Compatible with Meta Quest 3S/3/2 AX3000 WiFi6 VR Router,…

    Crucial X9 2TB Portable SSD, Up to 1050MB/s, USB 3.2 USB-C, External Solid State Drive,…

    Crucial X9 2TB Portable SSD, Up to 1050MB/s, USB 3.2 USB-C, External Solid State Drive,…

    CORSAIR VIRTUOSO RGB WIRELESS XT Multiplatform Gaming Headset With Bluetooth – Dolby…

    CORSAIR VIRTUOSO RGB WIRELESS XT Multiplatform Gaming Headset With Bluetooth – Dolby…

    [Designed for Microsoft Surface] Cable Matters Desk Mount for Microsoft Surface…

    [Designed for Microsoft Surface] Cable Matters Desk Mount for Microsoft Surface…

    Asrock B650MProRSWiFi Mb Asrockb650m Pro Rs WiFi R

    Asrock B650MProRSWiFi Mb Asrockb650m Pro Rs WiFi R

    Wireless Retro Game Console

    Wireless Retro Game Console

    RK ROYAL KLUDGE S108 Typewriter Keyboard, Retro Mechanical Gaming Keyboard Wired 108…

    RK ROYAL KLUDGE S108 Typewriter Keyboard, Retro Mechanical Gaming Keyboard Wired 108…

    GTRACING Gaming Chair with Speakers Bluetooth Music Video Game Chair Audio Ergonomic…

    GTRACING Gaming Chair with Speakers Bluetooth Music Video Game Chair Audio Ergonomic…

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    Rear Trunk Spoiler Wing ABS Fit for Tesla Model Y 2020 2021 2022 2023 2024 High…

    Rear Trunk Spoiler Wing ABS Fit for Tesla Model Y 2020 2021 2022 2023 2024 High…

    2024-2025 Tesla Model 3 Highland Trunk Organizer – 2PCS Waterproof TPE Rear Trunk…

    2024-2025 Tesla Model 3 Highland Trunk Organizer – 2PCS Waterproof TPE Rear Trunk…

    Elon Musk says Tesla Robotaxi is coming to California, but no one other than shareholders believe him

    Elon Musk says Tesla Robotaxi is coming to California, but no one other than shareholders believe him

    1038548-00-I Charging Port Door Assembly Compatible with 2016 2017 2018 2019 2020 Tesla…

    1038548-00-I Charging Port Door Assembly Compatible with 2016 2017 2018 2019 2020 Tesla…

    Panasonic reportedly delays production ramp at US battery factory due to low Tesla demand

    Panasonic reportedly delays production ramp at US battery factory due to low Tesla demand

    KAYI Car Seat Cover, Memory Foam Car Seat Cushion, Non-Slip Bottom Breathable Car Seat…

    KAYI Car Seat Cover, Memory Foam Car Seat Cushion, Non-Slip Bottom Breathable Car Seat…

    Ziciner 2 PCS Motorcycle Chain Brush, Bike Chain Cleaning Brush with Double-Ended…

    Ziciner 2 PCS Motorcycle Chain Brush, Bike Chain Cleaning Brush with Double-Ended…

    2PCS Drill Brush Attachment, 4″ & 2″ Power Scrubber Cleaning Brush for Carpet Car…

    2PCS Drill Brush Attachment, 4″ & 2″ Power Scrubber Cleaning Brush for Carpet Car…

    Cybertruck Screen Protector, Cybertruck Accessories, 2024 Tesla Car Matte…

    Cybertruck Screen Protector, Cybertruck Accessories, 2024 Tesla Car Matte…

  • UFO
    AI This Week Unidentified Flying Object

    AI This Week Unidentified Flying Object

    007: James Bond – Sean Connery 6-Film Collection (4K Ultra HD + Digital)

    007: James Bond – Sean Connery 6-Film Collection (4K Ultra HD + Digital)

    F 14 D fighter jet sightings

    F 14 D fighter jet sightings

    Roswell New Mexico UFO Vintage Retro T T-Shirt

    Roswell New Mexico UFO Vintage Retro T T-Shirt

    Top 5 Sky Phenomena That Look Totally Broken

    Top 5 Sky Phenomena That Look Totally Broken

    New “Metallic Sphere UFO” videos in Buga Colombia

    New “Metallic Sphere UFO” videos in Buga Colombia

    Marilyn Monroe, JFK, and the Alien Conspiracy You’ve Never Heard Of

    Marilyn Monroe, JFK, and the Alien Conspiracy You’ve Never Heard Of

    The UFO Evidence: What We Don't Know

    The UFO Evidence: What We Don't Know

    Roswell, NM Tourism | Funny Alien Extraterrestrial UFO Saucer Men Women T-Shirt

    Roswell, NM Tourism | Funny Alien Extraterrestrial UFO Saucer Men Women T-Shirt

No Result
View All Result
Techcratic
No Result
View All Result
Home Hacker News

Fully In-Browser Graph RAG with Kuzu-Wasm

Hacker News by Hacker News
March 10, 2025
in Hacker News
Reading Time: 15 mins read
122
A A
0

2025-03-10 11:12:00
blog.kuzudb.com

  1. A quick introduction to WebAssembly
  2. Architecture
  3. Implementation
    1. Data Ingestion
    2. WebLLM Prompting
  4. Observations
  5. Live demo
  6. Takeaways

We’re excited that members of our community are already building applications with the WebAssembly (Wasm) version of Kuzu,
which was only released a few weeks ago!
Early adopters to integrate Kuzu-Wasm include Alibaba Graphscope, see: 1
and 2, and Kineviz, whose project will be launched soon.

In this post, we’ll showcase the potential of Kuzu-Wasm by building a fully in-browser chatbot
that answers questions over LinkedIn data using an advanced retrieval technique: Graph
Retrieval-Augmented Generation (Graph RAG). This is achieved using Kuzu-Wasm
alongside WebLLM, a popular in-browser LLM inference engine that can
run LLMs inside the browser.

A quick introduction to WebAssembly

WebAssembly (Wasm) has transformed browsers into general-purpose computing platforms.
Many fundamental software components, such as full-fledged databases, machine learning
libraries, data visualization tools, and encryption/decryption libraries, now have Wasm versions.
This enables developers to build advanced applications that run entirely in users’
browsers—without requiring backend servers. There are several benefits for building fully
in-browser applications:

  • Privacy: Users’ data never leaves their devices, ensuring complete privacy and confidentiality.
  • Ease of Deployment: An in-browser application that uses Wasm-based components
    can run in any browser in a completely serverless manner.
  • Speed: Eliminating frontend-server communication can lead to a significantly faster and
    more interactive user experience.

With this in mind, let’s now demonstrate how to develop a relatively complex AI application completely in
the browser! We’ll build a fully in-browser chatbot that uses graph retrieval- augmented
generation (Graph RAG) to answer natural language questions. We demonstrate this using
Kuzu-Wasm and WebLLM.

Architecture

The high-level architecture of the application looks as follows:

The term “Graph RAG” is used to refer to several techniques but in its simplest form the term
refers to a 3-step retrieval approach. The goal is to retrieve useful context from a graph DBMS (GDBMS)
to help an LLM answer natural language questions.
In our application, the additional data is information about
a user’s LinkedIn data consisting of their contacts, messages, companies the user or their contacts worked for. Yes, you can download
your own LinkedIn data (and you should, if
for nothing else, to see how much of your data they have!).
The schema of the graph database we use to model this data will be shown below momentarily. First, let’s go over the 3 steps of
Graph RAG:

  1. QNL_{NL}NL​ →\rightarrow→ QCypher_{Cypher}Cypher​: A user asks a natural language question QNL_{NL}NL​, such as “Which of my contacts work at Google?“.
    Then, using an LLM, this question is converted to a Cypher query, e.g., MATCH (a:Company),
    that aims to retrieve relevant data stored in the GDBMS to answer this question.
  2. QCypher_{Cypher}Cypher​ →\rightarrow→ Context: QCypher_{Cypher}Cypher​ is executed in the GBMS and a set of records is retrieved, e.g., “Karen” and “Alice”. Let’s call these retrieved records “Context”.
  3. (QNL_{NL}NL​ + Context) →\rightarrow→ ANL_{NL}NL​: Finally, the original QNL_{NL}NL​ is given to the LLM along with the retrieved context and the LLM produces a natural language answer ANL_{NL}NL​,
    e.g., “Karen and Alice work at Google.”

Implementation

Data Ingestion

The schema for our personal LinkedIn data’s graph is shown below:

We ingest the data into Kuzu-Wasm in several steps using custom JavaScript code (see the src/utils/LinkedInDataConverter.js file in our Github repo):

  1. Upload CSV Files: Users drag and drop their LinkedIn CSV files, which are stored in Kuzu-Wasm’s virtual file system.
  2. Initial Processing: Using Kuzu’s LOAD FROM feature, the raw CSVs are converted into JavaScript objects.
  3. Normalization: In JavaScript, we clean and standardize the data by fixing timestamps, formatting dates, and resolving inconsistent URIs.
  4. Data Insertion: The cleaned data is inserted back into Kuzu-Wasm as a set of nodes and relationships.

WebLLM Prompting

Our code follows the exact 3 steps above. Specifically, we prompt WebLLM twice, once to create a Cypher query QCypher_{Cypher}Cypher​,
which is sent to Kuzu-Wasm.
We adapted the prompts from our LangChain-Kuzu integration,
with a few modifications. Importantly, we make sure to include the schema information of the LinkedIn database from Kuzu in the prompt, which helps the LLM better understand
the structure and relationships (including the directionality of the relationships) in the dataset.

In this example, we represented the schema as YAML instead of raw, stringified JSON in the LLM prompt.
In our anecdotal experience, for Text-to-Cypher tasks that require reasoning over the schema, we find that LLMs tend do better
with YAML syntax than they do with stringified JSON. More experiments on such Text-to-Cypher tasks will be shown in future blog posts.

Observations

It’s indeed impressive to see such a graph-based pipeline with LLMs being done entirely in the browser! There are, however, some caveats.
Most importantly, in the browser, resources are restricted, which limits the sizes of different components of your application.
For example, the size of the LLM you can use is limited. We tested our implementation on a MacBook Pro 2023 and a Chrome browser.
We had to choose the Llama-3.1-8B-Instruct-q4f32_1-MLC model (see here for the model card),
which is an instruction-tuned model in MLC format. The q4f32_1 format is the smallest of the Llama 3.1 models that has 8B parameters
(the largest has 450B parameters, which is of course too large to run in the browser).
For simple queries, the model performed quite well. It correctly generated Cypher queries for the LinkedIn data, such as:

  • How many companies did I follow?
  • Which contacts work at Kùzu, Inc?
  • Which skills do I have?

However, we saw that for more complex queries requiring joins, filtering, and aggregation, the model struggled to return a valid Cypher query.
It often produced incorrect or incomplete Cypher queries for questions like: “Who endorsed me the most times?“.
Token generation is also far slower than what you may be used to in state-of-the art interfaces,
such as ChatGPT. In our experiments, we observed a speed of 15-20 tokens/sec, so generating answers took on average, around 10s.

Live demo

We have deployed this demo so you can test it in your browser:

  • Live Demo: Drag and drop your LinkedIn data dump into
    the app and start querying your personal graph. The demo also visualizes your data in a node-link graph view using vis.js
  • GitHub Repository: The source code is openly available so you can experiment with it further. If you see better results with different models/prompts, we’d love to hear it!

Once the data is loaded, you can see a visualization that looks something like this:

Takeaways

The key takeaway from this post is that such advanced pipelines that utilize graph databases and LLMs are now possible entirely in the browser.
We expect that many of the performance limitations of today will improve over time, with the wider adoption of WebGPU,
Wasm64, and other proposals
to improve Wasm. LLMs are also rapidly getting smaller & better, and before we know it, it will be possible to use very advanced LLMs
in the browser. The next release of Kuzu will include a native vector index (it’s already available
in our nightly build; see this PR for how to use it!).
As a result, you can also store the embeddings of documents
along with actual node and relationship records to enhance your graph retrievals, entirely within Kuzu.
Using our upcoming vector index,
you’ll be able to try all sorts of interesting RAG techniques, coupled with Kuzu-Wasm, all within the browser while keeping your data private.
The sky is the limit!

Source Link


Keep your files stored safely and securely with the SanDisk 2TB Extreme Portable SSD. With over 69,505 ratings and an impressive 4.6 out of 5 stars, this product has been purchased over 8K+ times in the past month. At only $129.99, this Amazon’s Choice product is a must-have for secure file storage.

Help keep private content private with the included password protection featuring 256-bit AES hardware encryption. Order now for just $129.99 on Amazon!


Unlock unlimited streaming with a free Amazon Prime trial!
Sign up today!

Help Power Techcratic’s Future – Scan To Support

If Techcratic’s content and insights have helped you, consider giving back by supporting the platform with crypto. Every contribution makes a difference, whether it’s for high-quality content, server maintenance, or future updates. Techcratic is constantly evolving, and your support helps drive that progress.

As a solo operator who wears all the hats, creating content, managing the tech, and running the site, your support allows me to stay focused on delivering valuable resources. Your support keeps everything running smoothly and enables me to continue creating the content you love. I’m deeply grateful for your support, it truly means the world to me! Thank you!

BITCOIN

Bitcoin Logo

Bitcoin QR Code

bc1qlszw7elx2qahjwvaryh0tkgg8y68enw30gpvge

Scan the QR code with your crypto wallet app

DOGECOIN

Dogecoin Logo

Dogecoin QR Code

D64GwvvYQxFXYyan3oQCrmWfidf6T3JpBA

Scan the QR code with your crypto wallet app

ETHEREUM

Ethereum Logo

Ethereum QR Code

0xe9BC980DF3d985730dA827996B43E4A62CCBAA7a

Scan the QR code with your crypto wallet app

Please read the Privacy and Security Disclaimer on how Techcratic handles your support.

Disclaimer: As an Amazon Associate, Techcratic may earn from qualifying purchases.

Tags: Hacker News
Share162Share28ShareShare4ShareTweet101
Previous Post

Dowinx Fabric Gaming Chair with Heated Massage Lumbar Support, Breathable Fabric Tall…

Next Post

Elden Ring Caria Manor 100% Walkthrough (All Items, Secrets…)

Hacker News

Hacker News

Stay updated with Hacker News, where technology meets entrepreneurial spirit. Get the latest on tech trends, startup news, and discussions from the tech community. Read the latest updates here at Techcratic.

Related Posts

HDD Clicker – Serdashop
Hacker News

HDD Clicker – Serdashop

July 11, 2025
1.3k
SANDISK 2TB PORTABLE SSD
Hacker News

I’m more proud of these 128 kilobytes than anything I’ve built since | by Mike Hall | Jul, 2025

July 11, 2025
1.3k
AI Agent Benchmarks are Broken
Hacker News

AI Agent Benchmarks are Broken

July 11, 2025
1.3k
The Day Someone Created 184 Billion Bitcoin
Hacker News

The Day Someone Created 184 Billion Bitcoin

July 11, 2025
1.3k
fosrl/pangolin: Tunneled Reverse Proxy Server with Identity and Access Control and Dashboard UI
Hacker News

fosrl/pangolin: Tunneled Reverse Proxy Server with Identity and Access Control and Dashboard UI

July 10, 2025
1.3k
AI Coding Tools Can Actually Reduce Productivity
Hacker News

AI Coding Tools Can Actually Reduce Productivity

July 10, 2025
1.3k
crypto theft • The Register
Hacker News

crypto theft • The Register

July 10, 2025
1.3k
Millions of Cars Exposed to Remote Hacking via PerfektBlue Attack
Hacker News

Millions of Cars Exposed to Remote Hacking via PerfektBlue Attack

July 10, 2025
1.3k
Load More
Next Post
Elden Ring Caria Manor 100% Walkthrough (All Items, Secrets…)

Elden Ring Caria Manor 100% Walkthrough (All Items, Secrets...)

Your Tech Resources

  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • Forbes
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo
  • Google News
  • Hacker News
  • Harvard Tech
  • I Like Cats ™
  • I Like Dogs ™
  • LifeHacker
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • PC World
  • Photofocus
  • Physics
  • Random Tech
  • Retro Rewind ™
  • Robot Report
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Art
  • Tech Careers
  • Tech Deals
  • Techcratic ™
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Tech News

  • 30 Second Tech ™
  • AI
  • Apple Insider
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • ExtremeTech
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo

Tech News

  • Harvard Tech
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • Physics
  • PC World
  • Random Tech
  • Retro Rewind ™
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Careers

Tech News​

  • Tech Art
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Site Links

  • About Techcratic
  • Affiliate Disclaimer
  • Affiliate Link Policy
  • Contact Techcratic
  • Dealors Discount Store
  • Privacy and Security Disclaimer
  • Privacy Policy
  • RSS Feed
  • Site Map
  • Support Techcratic
  • Techcratic
  • Tech Deals
  • TOS
  • 𝕏
Click For A Secret Deal

ADORABLE FUNNY Foster Kittens: 5 Week Facts! Kittens Learning from Mama Cat!

Your Mercedes or VW could get hacked via Bluetooth

How Artificial Intelligence is slowly becoming less art-ificial | Amir Baradaran | TEDxBocaRaton

HDD Clicker – Serdashop

What’s The Difference Between Ultra-Wide And Super-Widescreen Monitors?

New Fabrics Enable Efficient AI Acceleration

Techcratic – Your All In One Tech Hub
© 2020 – 2025
All Rights Reserved
∞

No Result
View All Result
  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • Crypto News
  • Cybersecurity
  • Endgadget
  • Gaming
  • I Like Cats ™
  • I Like Dogs ™
  • MacRumors
  • Macworld
  • Tech Deals
  • Techcratic ™
  • Techs Got To Eat ™
  • Tesla
  • UFO
  • Wired