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

serge-chat/serge

A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. observed · 2026-08-28

github.com/serge-chat/serge · homepage · Svelte · Apache-2.0 (permissive) · archived observed · 2026-08-28

Health v2 · maintenance only

10/100

  • Activity 53
  • Release rhythm 8
  • Longevity 90

Flags: archived

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1263
  • days_rel: n/a
  • days_push: 285
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

5714 stars · 388 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Serge is a self-hosted web chat interface for running LLMs locally via llama.cpp, built with a SvelteKit frontend and FastAPI backend. It ships fully dockerized with no API keys or data collection required.

Use cases

  • chat with llama models locally in a browser
  • self-hosted chatgpt alternative without api keys
  • run alpaca llm on my own server
  • private local llm chat interface
  • deploy llm chat app with docker
  • chat with local models offline

When to choose

  • you want a private, self-hosted chat UI for local llama.cpp models
  • you prefer a one-command docker deployment with no API keys
  • you want a simple REST API on top of llama.cpp

When to avoid

  • you need multi-user production-grade LLM serving at scale
  • you want cloud-hosted models like GPT-4 or Claude
  • your machine lacks enough RAM for local model inference

Facets

application · maturity active

chat-interface llm-inference self-hosted api-framework large-language-models chatbots self-hosted self-hosted llama.cpp sveltekit fastapi local-llm chat-ui docker web-server

2 sources

Member repositories

RepositoryRoleHealth v2
serge-chat/sergemain10

For agents

markdown · JSON · MCP: product_card(name="serge-chat/serge")

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