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

RD17/ambar

:mag: Ambar: Document Search Engine observed · 2026-08-28

github.com/RD17/ambar · homepage · JavaScript · MIT (permissive) · archived observed · 2026-08-28

Health v2 · maintenance only

10/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100

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: 3565
  • days_rel: n/a
  • days_push: 1833
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1943 stars · 368 forks observed · 2026-08-28

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

Ambar is an open-source, self-hosted document search engine with automated file system crawling, OCR, tagging, and instant Google-like full-text search across documents and image contents. It is deployed via docker-compose and exposes a simple REST API for integration.

Use cases

  • search text inside pdfs and scanned images with ocr
  • self-hosted full-text search over a local file share
  • index ms office documents and email archives for search
  • fuzzy and phrase search across company documents
  • automatically index new files as they appear on disk
  • search documents by author, tags, date, or file size

When to choose

  • you need a self-hosted Google-like search over local documents including OCR of PDFs and images
  • you want automatic indexing of files as they change on a mounted filesystem
  • you need multilingual analyzers and rich query syntax (fuzzy, phrase, field filters)

When to avoid

  • you need an actively maintained project - it was archived in 2021
  • you need crawling of SMB/FTP sources without manual mounting
  • you need cloud-native or managed search rather than a docker-compose deployment

Facets

application · maturity abandoned

search-engine ocr pdf web-scraping self-hosted files pdf self-hosted developer-tools self-hosted full-text-search document-search content-extraction file-crawler elasticsearch archived-project search docker linux web-server

4 sources

Member repositories

RepositoryRoleHealth v2
RD17/ambarmain10

For agents

markdown · JSON · MCP: product_card(name="RD17/ambar")

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