{"adoption": {"forks": 775, "observed_at": "2026-08-28T04:11:20.518206+00:00", "stars": 17889}, "canonical_url": "https://ross.abutalabs.com/products/zincsearch", "card": {"archived": true, "artifact_type": "service", "description": "ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go.", "domain": ["databases", "self-hosted", "backend"], "enriched": true, "function": ["search-engine", "http-server", "auth"], "health_score": 10, "homepage": "https://zincsearch-docs.zinc.dev", "language": "Go", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["zincsearch/zincsearch"], "name": "zincsearch/zincsearch", "platform": ["windows", "self-hosted", "go"], "pushed_at": "2026-06-09T05:30:16+00:00", "repo": "zincsearch/zincsearch", "stars": 17889, "tags": ["full-text-search", "elasticsearch-compatible", "lightweight", "single-binary", "schema-less", "vue-ui", "search", "linux", "macos", "docker", "kubernetes"], "topics": ["go", "golang", "search", "searchengine", "modern", "vuejs", "elasticsearch", "opensearch"], "urls": [], "use_cases": ["add full-text search to my application without running Elasticsearch", "lightweight search engine for a small server or VPS", "drop-in Elasticsearch API replacement for ingesting and querying data", "self-hosted search with a built-in web UI", "schema-less document indexing with aggregations and highlighting", "run a search engine in Docker or Kubernetes with minimal resources"], "what_it_is": "ZincSearch is a lightweight full-text search engine written in Go, built on the bluge indexing library, designed as a resource-efficient alternative to Elasticsearch. It ships as a single binary with an embedded Vue web UI, Elasticsearch-compatible ingestion APIs, schema-less indexing, and out-of-the-box authentication.", "when_to_avoid": ["you need log search or observability use cases (use OpenObserve instead)", "you rely on full Elasticsearch DSL or Kibana compatibility", "you need large-scale clustered/distributed search at Elasticsearch's maturity level", "you require a fully GA/production-certified release (project is pre-1.0)"], "when_to_choose": ["you need full-text search with far fewer resources than Elasticsearch", "you want a single-binary, low-ops search service with a web UI", "you ingest data via Elasticsearch APIs but don't need Kibana", "you want schema-less indexing and simple setup in minutes"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/zincsearch", "repo": "zincsearch/zincsearch", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:20.518206+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:02:13.737659+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82a1d59a8551e0e099d157b801d8bcd57efe9ad96241955561294179e7739b27", "fetched_at": "2026-08-28T04:11:20.518206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zincsearch/zincsearch"}, {"content_hash": "aaf83107f51dc35fc562cb6b28f081575104e779bac5cacfe1657ef553d1f09a", "fetched_at": "2026-08-29T08:00:29.156449+00:00", "kind": "homepage", "missing": false, "url": "https://zincsearch-docs.zinc.dev"}, {"content_hash": "35e67262e7ac82e0318cf463c1572e9b8989969c73b354f01ddd68248414d698", "fetched_at": "2026-08-29T08:00:29.165211+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/releases"}, {"content_hash": "e383e19ea79e869f548b804356efd03a66f9813d0e52ee105da8a96583daf7c1", "fetched_at": "2026-08-29T08:00:29.167188+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/getting-started"}, {"content_hash": "363d8460635b254a60b78fc3b7bc2db6475550514498fbb5e4ffb771f0ba99e0", "fetched_at": "2026-08-29T08:00:29.169101+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/installation"}, {"content_hash": "9072c31d1fe8148874a775de9a31f7cb9368e87959cf5323a6901e3bb31bc3c5", "fetched_at": "2026-08-29T08:00:29.171171+00:00", "kind": "site_page", "missing": false, "url": "https://zincsearch-docs.zinc.dev/quickstart"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 86, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["archived", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1735, "days_push": 85, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}