# ragapp/ragapp

The easiest way to use Agentic RAG in any enterprise

Repository: https://github.com/ragapp/ragapp
Canonical: https://ross.abutalabs.com/products/ragapp
Language: TypeScript
License: Apache-2.0
License Family: permissive
Topics: agentic, agents, ai, docker, llamaindex, rag
Last push: 2025-01-22T14:23:25+00:00

## Health v2 (maintenance only)
Score: 27/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 2, release rhythm 40, longevity 61
- inputs: {"age_days": 856, "days_push": 588, "days_rel": 667, "gap_med": 4.5, "n_releases_24m": 7}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4442, forks 474 (observed 2026-08-28T04:08:49.422891+00:00)

## What it is
RAGapp is a self-hosted, Docker-deployable application for building Agentic RAG chatbots, configurable through an admin UI similar to OpenAI's custom GPTs. It is built on LlamaIndex and supports hosted models (OpenAI, Gemini) as well as local models via Ollama.

## Use cases
- deploy a private chatgpt-like assistant on my own infrastructure
- build an enterprise rag chatbot over company documents
- self-host an agentic rag app with docker
- configure a custom ai assistant with an admin ui
- use local llms with ollama for document q&a
- run multiple rag assistants behind an api gateway

## When to choose
- you want a docker-based, self-hosted RAG solution with a ready-made admin and chat UI
- you need enterprise control over data and model providers (OpenAI, Gemini, or Ollama)
- you want quick setup without writing code, similar to custom GPTs

## When to avoid
- you need built-in authentication or fine-grained access control out of the box
- you want a lightweight library to embed RAG into an existing app rather than a standalone service
- you require fully managed hosting with no infrastructure to operate

## Facets
- artifact type: application
- maturity: active
- function: rag, agent-framework, chatbot, llm-inference, self-hosted, web-framework
- domain: large-language-models, self-hosted, web-development
- platform: self-hosted, cross-platform
- tags: agentic-rag, llamaindex, admin-ui, enterprise, openai, ollama, qdrant, typescript, retrieval-augmented-generation, ai-agents, docker, web-server

## Member repositories
- ragapp/ragapp (main) score 27

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:49.422891+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:20:49.647480+00:00, confidence not recorded.
  - readme: https://github.com/ragapp/ragapp (fetched 2026-08-28T04:08:49.422891+00:00, sha 82580a1aaa78)
- Data as of 2026-08-30T08:39:29.467469+00:00.