zrg-team/memorall

Combines in-browser runtimes (Wllama, WebLLM, Transformers) with optional external providers (OpenAI, Ollama, LM Studio), using PGlite for local knowledge storage and background job services to offload heavy operations from the UI thread. Features a multi-surface architecture: the core app includes document library, topic-scoped knowledge graphs, customizable agent flows with sandbox/browser tooling, and an embedded in-page assistant that captures selected text, page content, and screenshots routed into topics. Built as a browser extension using Extension.js and React, supporting MCP adapters (in-progress) and workspace-aware agents that access stored documents and knowledge graphs for iterative, long-running workflows.