{"adoption": {"forks": 631, "observed_at": "2026-08-28T04:07:46.438986+00:00", "stars": 3157}, "canonical_url": "https://ross.abutalabs.com/products/hugegraph", "card": {"archived": false, "artifact_type": "service", "description": "A graph database that supports more than 100+ billion data, high performance and scalability (Include OLTP Engine & REST-API & Backends)", "domain": ["databases", "big-data", "graph-processing", "artificial-intelligence"], "enriched": true, "function": ["database", "search-engine", "rag", "machine-learning", "api-framework", "etl", "data-visualization"], "health_score": 96, "homepage": "https://hugegraph.apache.org", "language": "Java", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["apache/hugegraph"], "name": "apache/hugegraph", "platform": ["jvm", "self-hosted", "cloud"], "pushed_at": "2026-08-26T13:56:10+00:00", "repo": "apache/hugegraph", "stars": 3157, "tags": ["graph-database", "gremlin", "cypher", "tinkerpop", "oltp", "olap", "graphrag", "knowledge-graph", "rocksdb", "hbase", "distributed", "graph-computing", "pregel", "text2gremlin", "retrieval-augmented-generation", "knowledge-graphs", "linux", "docker", "kubernetes"], "topics": ["database", "graph-database", "graph", "gremlin", "big-data", "graphdb"], "urls": [], "use_cases": ["store and query billions of vertices and edges in real time", "run gremlin or cypher queries against a property graph", "build a knowledge graph for fraud detection or recommendations", "implement GraphRAG question answering over connected data", "run distributed graph algorithms like PageRank at scale", "import massive datasets into a graph database", "visualize and explore graph data in a web UI"], "what_it_is": "Apache HugeGraph is a fast, highly scalable graph database supporting tens of billions of vertices and edges with OLTP real-time queries via Gremlin, Cypher, and REST APIs. It forms a full-stack graph ecosystem including distributed OLAP graph computing (HugeGraph-Computer), GraphRAG/AI tooling (HugeGraph-AI), and a toolchain for loading, visualizing, and managing graph data.", "when_to_avoid": ["you need relational or document data models rather than property graphs", "you rely on MySQL, PostgreSQL, Cassandra, or ScyllaDB backends (removed in 1.7.0)", "your graph is small enough for simpler embedded options like SQLite-based stores", "you require full TinkerPop feature coverage such as threaded transactions", "you cannot run Java 11+ or operate JVM-based server infrastructure"], "when_to_choose": ["you need millisecond-level OLTP queries over very large graphs", "you want TinkerPop/Gremlin compatibility with pluggable backends", "you need both OLTP querying and OLAP graph computing in one ecosystem", "you are building GraphRAG or LLM-powered graph applications", "you need horizontal scaling from standalone to PB-level clusters"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/hugegraph", "repo": "apache/hugegraph", "role": "main", "score": 73}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.438986+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:25:37.086072+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6818996dbb5d24e3826ab5edc43d744f35a65362feaceef2d35e90e5a1f9f3c", "fetched_at": "2026-08-28T04:07:46.438986+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/hugegraph"}, {"content_hash": "9987daed432ab58c89bd64fe9e952c6ec6fc00097becfd1069f742a873ac759f", "fetched_at": "2026-08-29T09:40:10.068971+00:00", "kind": "homepage", "missing": false, "url": "https://hugegraph.apache.org"}, {"content_hash": "58edec5de121e8dc2217a0e3df85d01479811fe23354ca8cddfecaf1e0031cec", "fetched_at": "2026-08-29T09:40:10.078014+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs"}, {"content_hash": "c7311f16a8cd954a8837922c725075915bcd7c94bad5767e86b0407723a77281", "fetched_at": "2026-08-29T09:40:10.079809+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/download/download"}, {"content_hash": "27172e76b11d102df1f2bdc2119d082c940fd83f8b41d783f5ccdf7fd903c782", "fetched_at": "2026-08-29T09:40:10.081652+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server"}, {"content_hash": "e414af4d8ded69712942dc5626363253ac295a85ba366152428582a8902e9a9e", "fetched_at": "2026-08-29T09:40:10.084200+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/computing/hugegraph-computer"}, {"content_hash": "09f3199d701a26f498afb72bdc90afb07039140892e638483bc87c5d0995bd4a", "fetched_at": "2026-08-29T09:40:10.086126+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/hugegraph-ai"}, {"content_hash": "058bbe1696dd6912400508c374465a3b9e474b3047ffe260eb7845554e8c5153", "fetched_at": "2026-08-29T09:40:10.088021+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/language/hugegraph-gremlin"}, {"content_hash": "7219aad0d3a11276fc3ac9b1cb3856c7fe0d7b70a6c44cc5394ca5f3dda9e780", "fetched_at": "2026-08-29T09:40:10.089827+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/clients/restful-api/cypher"}, {"content_hash": "1ed9918962d05ab04c464248f72e5e490c33eb9b9d130b0a2456d0e3d4323ff2", "fetched_at": "2026-08-29T09:40:10.091315+00:00", "kind": "site_page", "missing": false, "url": "https://hugegraph.apache.org/docs/quickstart/toolchain"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 25}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2968, "days_push": 7, "days_rel": 290, "gap_med": 341, "n_releases_24m": 2}, "score": 73, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}