{"data":{"slug":"aquila-network-aquila","name":"aquila","tagline":"An easy-to-use Neural Search Engine for indexing latent vectors with JSON metadata and performing efficient k-NN search.","github_url":"https://github.com/Aquila-Network/aquila","owner":"Aquila-Network","repo":"aquila","owner_avatar_url":"https://avatars.githubusercontent.com/u/69977979?v=4","primary_language":"HTML","stars":379,"forks":26,"topics":["approximate-nearest-neighbor-search","aquila","embedding","faiss","feature-vectors","image-search","information-retrieval","information-retrieval-engine","knn-search","nearest-neighbor-search","neural-information-retrieval","neural-search","retrieval","search-engine","similarity-search","similarity-searches","vector-database","video-search"],"archived":false,"github_pushed_at":"2024-05-06T18:26:02+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/aquila-network-aquila","markdown_url":"https://www.graphcanon.com/tools/aquila-network-aquila.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/aquila-network-aquila","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=aquila-network-aquila","description":"An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.","homepage_url":"https://aquila.network","license":null,"open_issues":13,"watchers":20,"ai_summary":"Aquila-Network/aquila is a repository that provides a neural search engine capable of indexing latent vectors alongside JSON metadata, enabling efficient k-NN search operations.","readme_excerpt":"### Docker\n\n**You need docker installed in your system**\n\nBuild image (lite): `docker build https://raw.githubusercontent.com/Aquila-Network/AquilaDB/master/Dockerfile -t aquiladb:local`\n\nBuild image (big data): `docker build https://raw.githubusercontent.com/Aquila-Network/AquilaDB/master/DockerfileBig -t aquiladb:localbg`\n\nRun image (to deploy Aquila DB lite): `docker run -p 5001:5001 -d aquiladb:local`\n\nRun image (to deploy Aquila DB big): `docker run -p 5001:5001 -d aquiladb:localbg`\n\n---\n\n# License\n\nApache License 2.0 [license file](https://github.com/Aquila-Network/AquilaDB/blob/master/LICENSE)\n\ncreated by ❤️ with a-mma (a_മ്മ)","github_created_at":"2019-04-19T13:01:51+00:00","created_at":"2026-07-11T23:18:51.715318+00:00","updated_at":"2026-09-20T04:31:16.223311+00:00","categories":[{"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"},{"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"}],"tags":[{"slug":"approximate-nearest-neighbor-search","name":"approximate-nearest-neighbor-search"},{"slug":"embedding","name":"embedding"},{"slug":"faiss","name":"faiss"},{"slug":"feature-vectors","name":"feature-vectors"},{"slug":"image-search","name":"image-search"},{"slug":"information-retrieval","name":"information retrieval"},{"slug":"knn-search","name":"knn-search"},{"slug":"nearest-neighbor-search","name":"nearest-neighbor-search"}],"trust":{"provenance":{"is_fork":false,"github_id":182265441,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:30:14.567Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":864,"last_release_at":"2021-11-25T07:56:03Z","stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:30:16.254Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:30:13.454Z"},"languages":{"value":["html"],"source":"github.language","observed_at":"2026-09-18T08:30:13.454Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Aquila requires Docker for deployment, with options for both lite and big data versions."],"requires_docker":true},"constraints":{"requires_docker":true},"when_to_use":["When you need to perform efficient k-NN search operations on latent vectors with associated JSON metadata.","If your application requires a lightweight deployment option, Aquila offers a lite version suitable for smaller datasets.","For big data scenarios, Aquila provides a big data version that can handle larger volumes of data efficiently."],"when_not_to_use":["If your project requires a specific license that is not Apache License 2.0, Aquila may not be suitable.","If your application does not require indexing of latent vectors with JSON metadata, Aquila might be overkill.","If you are looking for a solution that does not require Docker for deployment, Aquila might not be the best fit."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:55:20.107Z"},"constraint_facets":{"requires_docker":true},"decision_summary":[{"label":"Requirements","value":"Requires Docker; Aquila requires Docker for deployment, with options for both lite and big data versions."},{"label":"Adopt for","value":"Aquila is a neural search engine that indexes latent vectors with JSON metadata, enabling efficient k-NN search operations."},{"label":"License detail","value":"Aquila is licensed under the Apache License 2.0."}]}}