{"adoption": {"forks": 675, "observed_at": "2026-08-28T04:05:37.946526+00:00", "stars": 1800}, "canonical_url": "https://ross.abutalabs.com/products/vitis-ai", "card": {"archived": false, "artifact_type": "framework", "description": "Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.", "domain": ["machine-learning", "deep-learning", "embedded-systems", "developer-tools"], "enriched": true, "function": ["machine-learning", "llm-inference", "sdk", "developer-tools"], "health_score": 78, "homepage": "https://www.xilinx.com/ai", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["Xilinx/Vitis-AI"], "name": "Xilinx/Vitis-AI", "platform": ["python", "cpp", "embedded"], "pushed_at": "2026-02-24T04:12:06+00:00", "repo": "Xilinx/Vitis-AI", "stars": 1800, "tags": ["fpga", "xilinx", "amd", "ai-inference", "edge-ai", "alveo", "quantization", "model-zoo", "hardware-acceleration", "linux", "gpu"], "topics": [], "urls": [], "use_cases": ["deploy deep learning models on FPGA hardware", "accelerate AI inference on Xilinx edge devices", "run quantized neural networks on Alveo cards", "optimize model inference for adaptive SoCs", "compile ML models for FPGA acceleration", "benchmark inference performance on AMD adaptive hardware"], "what_it_is": "AMD Vitis AI is an integrated development environment and stack for accelerating AI inference on AMD/Xilinx adaptable platforms, including adaptive SoCs (edge devices) and Alveo data center accelerator cards. It provides optimized IP, tools, libraries, pre-trained models, example designs, and tutorials covering the full inference deployment workflow.", "when_to_avoid": ["your target hardware is AMD Instinct/Radeon GPUs - use ROCm instead", "you need general-purpose GPU training rather than inference acceleration on adaptable hardware", "you do not own any Xilinx/AMD adaptive hardware"], "when_to_choose": ["you are deploying AI inference on Xilinx/AMD FPGAs, adaptive SoCs, or Alveo accelerator cards", "you need quantization and compilation tools to map models onto programmable hardware", "you want pre-optimized models and example designs for edge or data center acceleration"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/vitis-ai", "repo": "Xilinx/Vitis-AI", "role": "main", "score": 71}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.946526+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:22:14.400483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ebb35a8d5bc18e907835cd121bf346a0be76c9af7e38c3080be705a2e66ea103", "fetched_at": "2026-08-28T04:05:37.946526+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Xilinx/Vitis-AI"}, {"content_hash": "d70f07723132ea3288a736e8d1b13d136a4d7a20bd5e057b1772e2597bcfabd8", "fetched_at": "2026-08-29T11:01:10.263720+00:00", "kind": "homepage", "missing": false, "url": "https://www.xilinx.com/ai"}, {"content_hash": "6e948b307a13c35ae74e310a91a977e44280cb0a7b5f814477b5ffdf98f1fc3f", "fetched_at": "2026-08-29T11:01:10.266671+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/search/documentation/hub.html"}, {"content_hash": "ad05089c40ff49019b6ff10810fb28ecbf0ef17b02d1a8c15bdebec83297ed6e", "fetched_at": "2026-08-29T11:01:10.268804+00:00", "kind": "site_page", "missing": false, "url": "https://rocm.docs.amd.com/en/latest"}, {"content_hash": "96bbf5403ca8b591729cb4e9a49b880c2d7498469b2148beb47966e874eedc07", "fetched_at": "2026-08-29T11:01:10.274708+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/partner-ecosystems-solutions.html"}, {"content_hash": "6b77c73858bc4738169c4b775ed3816e1f161512845e866fd09bb9c923619d6a", "fetched_at": "2026-08-29T11:01:10.276583+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/about-partners/authorized-distributors.html"}, {"content_hash": "48def8afba033a3bb66fae25d61d8c8dc0bf77b9d4e111cdbf03ea58e849ede3", "fetched_at": "2026-08-29T11:01:10.272400+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/partner/browse-by-resource/faqs.html"}, {"content_hash": "0206f5583b9e313814b6cc4bc4f64040b8bce5e8ce14276f5c065732c10b2969", "fetched_at": "2026-08-29T11:01:10.278284+00:00", "kind": "site_page", "missing": false, "url": "https://www.amd.com/en/corporate.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 69, "longevity": 100, "rhythm": 56}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2513, "days_push": 190, "days_rel": 212, "gap_med": 40, "n_releases_24m": 2}, "score": 71, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}