{"data":{"slug":"marqo-ai-marqo","name":"marqo","tagline":"AI-native ecommerce search platform","github_url":"https://github.com/marqo-ai/marqo","owner":"marqo-ai","repo":"marqo","owner_avatar_url":"https://avatars.githubusercontent.com/u/103185353?v=4","primary_language":"Python","stars":5017,"forks":235,"topics":["ecommerce","machine-learning","multi-modal","search-engine"],"archived":false,"github_pushed_at":"2026-07-31T21:33:44+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/marqo-ai-marqo","markdown_url":"https://www.graphcanon.com/tools/marqo-ai-marqo.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/marqo-ai-marqo","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=marqo-ai-marqo","description":"Ecommerce Search and Discovery - marqo.ai","homepage_url":"https://www.marqo.ai/","license":"Apache-2.0","open_issues":189,"watchers":33,"ai_summary":"Marqo is a discontinued open-source project that provided AI-driven semantic search and personalization for e-commerce platforms, aiming to improve search relevance and shopping experience through automated ranking based on multi-modal data.","readme_excerpt":"<p align=\"center\">\n<img src=\"https://github.com/marqo-ai/public-assets/blob/main/marqowbackground.png\" width=\"50%\" height=\"40%\">\n</p>\n\n<p align=\"center\">\n<b><a href=\"https://www.marqo.ai\">Website</a> | <a href=\"https://docs.marqo.ai\">Documentation</a> | <a href=\"https://www.marqo.ai\">Marqo Search and Discovery</a>\n</b>\n</p>\n\n<p align=\"center\">\n<a href=\"https://pypi.org/project/marqo/\"><img src=\"https://img.shields.io/pypi/v/marqo?label=PyPI\"></a>\n<a href=\"https://github.com/marqo-ai/marqo/actions/workflows/unit_test_200gb_CI.yml\"><img src=\"https://img.shields.io/github/actions/workflow/status/marqo-ai/marqo/unit_test_200gb_CI.yml?branch=mainline\"></a>\n\n## Marqo \n\nMarqo is the an AI-native ecommerce search platform built for online brands in fashion, beauty, electronics, and home goods. Powered by best-in-class semantic search and personalization technology, the platform leverages clickstream, purchase, and event data to understand shopper intent and deliver fast, relevant, and personalized search results and product recommendations. Marqo enables commerce teams to improve search relevance, increase conversion and average order value, and reduce manual merchandising effort through automated ranking and optimization.\n\nNOTICE: Marqo's Open Source project is deprecated and will no longer recieve updates. To explore Marqo's product search and discovery platform, go to <a href=\"https://marqo.ai/\">marqo.ai</a>","github_created_at":"2022-08-01T12:12:51+00:00","created_at":"2026-07-11T23:19:05.881026+00:00","updated_at":"2026-08-02T18:01:02.285249+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"}],"tags":[{"slug":"ecommerce","name":"ecommerce"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"multi-modal","name":"multi-modal"},{"slug":"search-engine","name":"search-engine"}],"trust":{"provenance":{"is_fork":false,"github_id":520096046,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-02T18:01:01.519Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":1,"last_release_at":"2026-04-07T02:19:02Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:19:08.723Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-02T18:01:01.961Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-02T18:01:01.961Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-02T18:01:01.961Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Specifically for e-commerce platforms aiming to enhance the shopping experience via AI-driven personalization","If your project involves fashion, beauty, electronics, or home goods and requires semantic understanding of multi-modal data"],"when_not_to_use":["For projects needing active community support as Marqo's open-source version is deprecated","When real-time updates or bug fixes are critical to operations since the tool no longer receives updates"],"source":"enrich:decision_facts","observed_at":"2026-07-12T13:52:48.433Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"E-commerce semantic search tool"}]}}