{"data":{"slug":"marqo-ai-marqo","name":"marqo","tagline":"Ecommerce Search and Discovery","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":5031,"forks":243,"topics":["ecommerce","machine-learning","multi-modal","search-engine"],"archived":false,"github_pushed_at":"2026-09-03T04:15:26+00:00","maintenance_label":"Active","stars_delta_30d":14,"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":196,"watchers":34,"ai_summary":"Marqo is an AI-native ecommerce search platform that uses semantic search and personalization technology to deliver relevant and personalized search results and product recommendations.","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":"2026-09-20T04:31:20.504434+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":"2026-09-18T08:30:47.860Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":15,"last_release_at":"2026-04-07T02:19:02Z","stars_delta_30d":14,"open_issues_delta_30d":7},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:30:49.552Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:30:46.770Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-18T08:30:46.770Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-18T08:30:46.770Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a platform that leverages clickstream, purchase, and event data to understand shopper intent and deliver personalized search results and product recommendations.","If your business is in fashion, beauty, electronics, or home goods and you aim to improve search relevance, increase conversion rates, and average order value.","When automated ranking and optimization are required to reduce manual merchandising effort."],"when_not_to_use":["If your project requires an actively maintained open-source solution, as Marqo's open-source project is deprecated and will no longer receive updates.","For non-ecommerce applications, as Marqo is specifically tailored for online retail environments.","If you are looking for a generic search engine that does not specialize in ecommerce search and discovery."],"source":"enrich:decision_facts","observed_at":"2026-09-18T10:16:04.038Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Marqo is an AI-native ecommerce search platform that uses semantic search and personalization technology to deliver relevant and personalized search results and product recommendations."}]}}