Ross ROSS = Recommend OSS · open-source software intelligence for agents

andrewnguonly/Lumos

A RAG LLM co-pilot for browsing the web, powered by local LLMs observed · 2026-08-28

github.com/andrewnguonly/Lumos · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

19/100

  • Activity 3
  • Release rhythm 8
  • Longevity 73
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1025
  • days_rel: 627
  • days_push: 584
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1516 stars · 112 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Lumos is a Chrome extension that acts as a RAG-powered LLM co-pilot for browsing the web, letting users summarize pages and ask questions about on-screen content. It runs entirely on local LLMs via a locally hosted Ollama server, so no data is sent to remote inference services.

Use cases

  • summarize long threads on forums and social media
  • summarize news articles while browsing
  • ask questions about product and business reviews
  • ask questions about long technical documentation
  • run an LLM assistant in the browser without cloud APIs
  • chat with web page content using local models

When to choose

  • you want an in-browser LLM assistant with full privacy using local inference
  • you already run Ollama and want a browsing co-pilot on top of it
  • you need RAG-style Q&A over the page you're viewing

When to avoid

  • you want cloud-hosted model quality without managing a local Ollama server
  • you need a browser other than Chrome
  • you cannot run or configure a local LLM server with CORS settings

Facets

application · maturity active

rag llm-inference chatbot browser-extension large-language-models browser-extensions privacy browser-extension self-hosted ollama langchain-js local-llm chrome-extension web-copilot privacy-first retrieval-augmented-generation docker

1 source

Member repositories

RepositoryRoleHealth v2
andrewnguonly/Lumosmain19

For agents

markdown · JSON · MCP: product_card(name="andrewnguonly/Lumos")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem