{"data":{"slug":"vearch-vearch","name":"vearch","tagline":"Distributed vector search for AI-native applications","github_url":"https://github.com/vearch/vearch","owner":"vearch","repo":"vearch","owner_avatar_url":"https://avatars.githubusercontent.com/u/40046182?v=4","primary_language":"Python","stars":2326,"forks":365,"topics":["ai-native","ai-native-database","cloud-native","document-retrieval","embeddings","hybrid-search","rag","retrieval-augmented-generation","vector-database","vector-search","vectors"],"archived":false,"github_pushed_at":"2026-07-27T05:29:53+00:00","maintenance_label":"Steady","stars_delta_30d":9,"url":"https://www.graphcanon.com/tools/vearch-vearch","markdown_url":"https://www.graphcanon.com/tools/vearch-vearch.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/vearch-vearch","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=vearch-vearch","description":"Distributed vector search for AI-native applications","homepage_url":"https://vearch.github.io","license":"Apache-2.0","open_issues":170,"watchers":73,"ai_summary":"Vearch is a distributed vector search engine designed for AI-native applications, supporting cloud-native deployment and retrieval-augmented generation.","readme_excerpt":"## Quick start\n\n**[Kubernetes Deployment](https://vearch.github.io/vearch-helm/)**\n\n```\n\n---\n\n## License\n\nVearch is licensed under the [Apache License, Version 2.0](./LICENSE).\n\nFor complete licensing details, please see [LICENSE and NOTICE](https://github.com/vearch/vearch/blob/master/LICENSE) in our repository.\n\n---\n\n<div align=\"center\">\n  <small>© 2019 Vearch Contributors. All Rights Reserved.</small>\n</div>","github_created_at":"2019-05-13T02:37:31+00:00","created_at":"2026-07-07T17:44:08.241888+00:00","updated_at":"2026-09-20T04:31:27.513905+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":"ai-native","name":"ai-native"},{"slug":"cloud-native","name":"cloud-native"},{"slug":"document-retrieval","name":"document-retrieval"},{"slug":"embeddings","name":"embeddings"},{"slug":"hybrid-search","name":"hybrid-search"},{"slug":"rag","name":"rag"},{"slug":"retrieval-augmented-generation","name":"retrieval-augmented generation"},{"slug":"vector-database","name":"vector-database"}],"trust":{"provenance":{"is_fork":false,"github_id":186332888,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:31:46.126Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":53,"last_release_at":"2026-02-04T10:04:31Z","stars_delta_30d":9,"open_issues_delta_30d":1},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":20,"high_count":0,"last_scan_at":"2026-09-18T08:31:47.768Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:31:44.939Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-18T08:31:44.939Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-18T08:31:44.939Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"Vearch is free and open-source under the Apache License, Version 2.0, with no additional costs for the core software."},"requirements":{"notes":["Vearch supports Kubernetes deployment, which requires a Kubernetes cluster."],"min_ram_gb":2,"requires_docker":false},"constraints":{"min_ram_gb":2,"pricing_model":"freemium","requires_docker":false},"when_to_use":["When you need a cloud-native deployment option for vector search, as Vearch supports Kubernetes deployment out-of-the-box.","If your application requires retrieval-augmented generation, Vearch is designed to integrate seamlessly with such requirements.","For AI-native applications that demand high-performance vector search capabilities, Vearch is optimized to deliver efficient search operations."],"when_not_to_use":["If your project does not require cloud-native deployment or Kubernetes integration, Vearch might offer more features than necessary.","If your application does not benefit from retrieval-augmented generation, Vearch's specialized features might not be fully utilized.","For scenarios where the application does not involve AI-native operations, Vearch's specialized design for AI-native applications might not be the best fit."],"source":"enrich:decision_facts","observed_at":"2026-09-18T10:24:12.174Z"},"constraint_facets":{"min_ram_gb":2,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - Vearch is free and open-source under the Apache License, Version 2.0, with no additional costs for the core software."},{"label":"Requirements","value":"Min 2 GB RAM; Vearch supports Kubernetes deployment, which requires a Kubernetes cluster."},{"label":"Adopt for","value":"Vearch is a distributed vector search engine for AI-native applications, supporting cloud-native deployment and retrieval-augmented generation."},{"label":"License detail","value":"Vearch is available under the Apache License, Version 2.0, allowing for free use, modification, and distribution."}]}}