{"data":{"slug":"jina-ai-vectordb","name":"vectordb","tagline":"A Python vector database you just need - no more, no less.","github_url":"https://github.com/jina-ai/vectordb","owner":"jina-ai","repo":"vectordb","owner_avatar_url":"https://avatars.githubusercontent.com/u/60539444?v=4","primary_language":"Python","stars":650,"forks":49,"topics":["embedding-similarity","neural-search","sentence-embeddings","vector-database","vector-database-embedding","vector-search"],"archived":false,"github_pushed_at":"2024-03-04T17:10:06+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/jina-ai-vectordb","markdown_url":"https://www.graphcanon.com/tools/jina-ai-vectordb.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jina-ai-vectordb","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jina-ai-vectordb","description":"A Python vector database you just need - no more, no less.","homepage_url":null,"license":"Apache-2.0","open_issues":9,"watchers":10,"ai_summary":"jina-ai/vectordb is a dedicated Python-based vector database designed for seamless integration into applications requiring embedding similarity searches and neural search functionalities. It supports operations relevant to sentence embeddings and vectorized data storage and retrieval.","readme_excerpt":null,"github_created_at":"2023-05-02T14:59:09+00:00","created_at":"2026-07-11T11:27:49.530932+00:00","updated_at":"2026-07-12T03:04:47.219765+00:00","categories":[{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"}],"tags":[{"slug":"vector-database","name":"vector-database"},{"slug":"neural-search","name":"neural-search"},{"slug":"sentence-embeddings","name":"sentence-embeddings"},{"slug":"vector-database-embedding","name":"vector-database-embedding"},{"slug":"embedding-similarity","name":"embedding-similarity"},{"slug":"vector-search","name":"vector-search"}],"trust":{"provenance":{"is_fork":false,"github_id":635374751,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:27:50.176Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":null,"days_since_push":858,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:27:50.680Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-12T03:04:47.138Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-12T03:04:47.138Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-12T03:04:47.138Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Use VectordB when you are working with simple to moderately complex tasks involving embedding similarities or neural searches where minimal setup and lightweight operation are favored.","Suitable for developers preferring a streamlined solution without additional features, emphasizing quick setup and ease of integration into existing Python projects."],"when_not_to_use":["Avoid using VectordB if your application requires advanced functionalities beyond basic embedding similarity and vector search, as it does not come with extensive feature sets.","Not recommended for scenarios where heavy customization or a large number of integrations are required. Other platforms might offer more robust support in these cases."],"source":"enrich:decision_facts","observed_at":"2026-07-12T03:01:36.959Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"VectordB is a minimalist Python-based vector database that focuses on providing essential functionality in the domain of embedding similarity and vector search. It is open-source under the Apache 2.0 license."}]}}