WebLLM | Brings LLM capabilities directly to your web browser
WebLLM
Introduction
WebLLM is a browser-based solution that brings large language model (LLM) capabilities directly to your web browser. It operates entirely client-side, meaning no data is sent to remote servers, ensuring privacy and security. WebLLM supports a variety of open-source LLMs and leverages WebGPU for efficient computation, enabling you to run chatbots and other AI applications locally.
Use Cases
Offline Chatbots
Build chatbots that function entirely offline, providing continuous access without relying on internet connectivity.
Privacy-Focused Applications
Develop applications where data privacy is paramount, as all processing occurs locally within the user’s browser.
Educational Tools
Create interactive educational tools powered by LLMs that can run on any device with a web browser.
Rapid Prototyping
Quickly prototype and test LLM-based applications without the complexities of server-side deployments.
Resource-Constrained Environments
Deploy LLM applications in environments with limited computing resources, as WebLLM optimizes performance using WebGPU.
Features & Benefits
Client-Side Execution
Runs entirely within the browser, ensuring data privacy and eliminating server-side dependencies.
WebGPU Acceleration
Leverages WebGPU for efficient computation, enabling fast and responsive performance on various devices.
Multi-Model Support
Supports a variety of open-source LLMs, allowing you to choose the best model for your specific needs.
Offline Functionality
Works offline, providing continuous access to LLM capabilities even without an internet connection.
Cross-Platform Compatibility
Compatible with any device that supports a modern web browser, including desktops, laptops, and mobile devices.
