{"adoption": {"forks": 136, "observed_at": "2026-08-28T04:08:40.561786+00:00", "stars": 4256}, "canonical_url": "https://ross.abutalabs.com/products/toshi", "card": {"archived": false, "artifact_type": "service", "description": "A full-text search engine in rust", "domain": ["developer-tools", "backend"], "enriched": true, "function": ["search-engine", "http-server"], "health_score": 74, "homepage": null, "language": "Rust", "license": "MIT", "license_family": "permissive", "maturity": "experimental", "member_repos": ["toshi-search/Toshi"], "name": "toshi-search/Toshi", "platform": ["rust", "windows", "cross-platform"], "pushed_at": "2026-06-28T20:36:54+00:00", "repo": "toshi-search/Toshi", "stars": 4256, "tags": ["full-text-search", "elasticsearch-alternative", "tantivy", "rest-api", "safe-rust", "indexing", "search", "linux", "macos"], "topics": ["search", "search-engine", "indexing", "rust", "rust-lang", "elasticsearch"], "urls": [], "use_cases": ["run a self-hosted full-text search engine", "elasticsearch alternative written in rust", "index and search documents over an http api", "lightweight search server for small datasets", "search backend built on tantivy"], "what_it_is": "Toshi is a full-text search engine written in safe, stable Rust, intended as an Elasticsearch-like service built on Tantivy. It exposes an HTTP API for indexing and querying documents and is still under active development and not production ready.", "when_to_avoid": ["you need a production-ready, battle-tested search cluster", "you require the full Elasticsearch feature set (aggregations, Kibana, ecosystem)", "you need a search client library to embed in your own code"], "when_to_choose": ["you want an Elasticsearch-like search service in a single Rust binary", "you prefer memory-safe, stable Rust with no unsafe code", "you need a lightweight search server for Linux, macOS, or Windows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/toshi", "repo": "toshi-search/Toshi", "role": "main", "score": 72}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:40.561786+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:22:08.185137+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4b5ed1e0ff225236d118b76c0f0e58ec1284c39981d25045fca55aeba5688c39", "fetched_at": "2026-08-28T04:08:40.561786+00:00", "kind": "readme", "missing": false, "url": "https://github.com/toshi-search/Toshi"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 89, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2988, "days_push": 66, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 72, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}