{"data":{"slug":"alibaba-nlp-deepresearch","name":"DeepResearch","tagline":"Tongyi Deep Research, the Leading Open-source Deep Research Agent","github_url":"https://github.com/Alibaba-NLP/DeepResearch","owner":"Alibaba-NLP","repo":"DeepResearch","owner_avatar_url":"https://avatars.githubusercontent.com/u/64211549?v=4","primary_language":"Python","stars":19846,"forks":1510,"topics":["agent","alibaba","artificial-intelligence","deep-research","deepresearch","information-seeking","llm","tongyi","web-agent"],"archived":false,"github_pushed_at":"2026-02-27T13:12:11+00:00","maintenance_label":"Slowing","stars_delta_30d":161,"url":"https://www.graphcanon.com/tools/alibaba-nlp-deepresearch","markdown_url":"https://www.graphcanon.com/tools/alibaba-nlp-deepresearch.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/alibaba-nlp-deepresearch","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=alibaba-nlp-deepresearch","description":"Tongyi Deep Research, the Leading Open-source Deep Research Agent","homepage_url":"https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/","license":"Apache-2.0","open_issues":92,"watchers":127,"ai_summary":"An open-source AI research agent for information-seeking tasks.","readme_excerpt":"## Quick Start\n\nThis guide provides instructions for setting up the environment and running inference scripts located in the [inference](./inference/) folder.\n\n---\n\n### 2. Installation\n\nInstall the required dependencies:\n```bash\npip install -r requirements.txt\n```","github_created_at":"2025-01-09T11:07:35+00:00","created_at":"2026-07-07T17:38:40.17092+00:00","updated_at":"2026-08-19T06:00:52.097972+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"alibaba","name":"alibaba"},{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"deep-research","name":"deep-research"},{"slug":"llm","name":"llm"},{"slug":"web-agent","name":"web-agent"}],"trust":{"provenance":{"is_fork":false,"github_id":914316754,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-19T06:00:51.377Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":172,"last_release_at":null,"stars_delta_30d":161,"open_issues_delta_30d":0},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":104,"high_count":0,"last_scan_at":"2026-07-11T11:12:51.561Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-19T06:00:51.825Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-19T06:00:51.825Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-19T06:00:51.825Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a tool backed by Alibaba’s ecosystem that offers a robust environment for conducting deep research using AI techniques.","For environments where the use of leading open-source technology from reputable sources is a priority.","If your project requires an agent that can perform complex information-seeking tasks effectively."],"when_not_to_use":["Avoid DeepResearch if you require specialized features that are not covered under its deep research and information-seeking scope.","Do not use this tool if your project necessitates proprietary solutions, as the open-source nature might be a constraint in such scenarios."],"source":"enrich:decision_facts","observed_at":"2026-07-11T14:20:24.742Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"DeepResearch is an open-source AI research agent specialized for information-seeking tasks, built with Python and licensed under Apache-2.0."}]}}