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

Minima-AI-Inc/minima

On-premises conversational RAG with configurable containers observed · 2026-08-28

github.com/Minima-AI-Inc/minima · Python · MPL-2.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

41/100

  • Activity 63
  • Release rhythm 8
  • Longevity 47

Flags: prerelease_only

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: 669
  • days_rel: 588
  • days_push: 223
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1046 stars · 107 forks observed · 2026-08-28

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

Minima is an open-source, on-premises conversational RAG system deployed via Docker containers. It supports fully local operation with Ollama, custom OpenAI-compatible LLMs, ChatGPT custom GPTs, and Anthropic Claude via MCP integration.

Use cases

  • run a fully local RAG chatbot over my own documents
  • query local PDFs and files with ChatGPT custom GPTs
  • use Claude desktop to search my local knowledge base
  • self-host a private document Q&A without sending data to the cloud
  • connect a local document indexer to an LLM via MCP
  • deploy RAG with my own vLLM or Ollama server

When to choose

  • you need on-premises or fully local RAG for privacy or compliance
  • you want to query personal or company documents from ChatGPT or Claude
  • you prefer containerized deployment with configurable LLM backends

When to avoid

  • you need a managed cloud RAG service with zero setup
  • you lack the hardware to run local embedding, reranker, and LLM models
  • you need a polished multi-user production knowledge platform rather than a self-hosted setup

Facets

application · maturity active

rag llm-inference search-engine chatbot mcp self-hosted large-language-models artificial-intelligence self-hosted privacy self-hosted python cross-platform on-premises ollama qdrant langchain custom-gpt claude document-indexing docker-compose retrieval-augmented-generation docker

1 source

Member repositories

RepositoryRoleHealth v2
Minima-AI-Inc/minimamain41

For agents

markdown · JSON · MCP: product_card(name="Minima-AI-Inc/minima")

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