{"adoption": {"forks": 289, "observed_at": "2026-08-28T04:03:17.634126+00:00", "stars": 1029}, "canonical_url": "https://ross.abutalabs.com/products/99ai", "card": {"archived": false, "artifact_type": "application", "description": "可商业化的 AI Web 平台，提供一站式人工智能服务解决方案。支持私有化部署，内置多用户管理，适合企业、团队或个人快速构建 AI 服务。", "domain": ["artificial-intelligence", "large-language-models", "chatbots", "web-development", "self-hosted", "image-processing"], "enriched": true, "function": ["chatbot", "agent-framework", "rag", "llm-inference", "image-processing", "video-processing", "audio-processing", "tts", "web-framework", "self-hosted", "plugin-system", "search-engine"], "health_score": 49, "homepage": "https://docs.lightai.cloud", "language": "Vue", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["vastxie/99AI"], "name": "vastxie/99AI", "platform": ["self-hosted", "cross-platform"], "pushed_at": "2025-06-11T03:16:57+00:00", "repo": "vastxie/99AI", "stars": 1029, "tags": ["ai-platform", "chatgpt", "midjourney", "suno", "dalle", "multi-user", "payment-integration", "vue", "commercial-ready", "private-deployment", "video", "audio", "nodejs", "docker", "web-server"], "topics": ["ai", "chatgpt", "dalle", "midjourney", "all-in-chat", "suno", "luma", "suno-music", "99ai", "luma-video", "agent"], "urls": [], "use_cases": ["deploy a self-hosted ChatGPT-like AI platform for my team", "build a commercial AI chat website with user management and payments", "run a private AI service with Midjourney and DALL-E image generation", "host an AI platform with Suno music and Luma video generation", "set up a multi-user AI chat portal with knowledge base Q&A", "white-label an AI assistant platform with admin backend", "offer paid AI chat subscriptions with credit billing"], "what_it_is": "99AI is a commercially viable, self-hostable AI web platform built with Vue and Node.js that bundles AI chat, image/video/music generation, knowledge bases, MCP tools, and multi-user administration into one deployable service. It ships with Docker packaging, payment integration, sensitive-word filtering, and an admin backend so teams or individuals can run their own AI service business.", "when_to_avoid": ["you only need a lightweight chat UI or a library to embed in your own app", "you require a fully permissive open-source codebase - the full-featured dev edition is compiled and license-gated", "you need deep customization of core backend architecture rather than configuration-level extension"], "when_to_choose": ["you want a turnkey, commercially licensed AI web platform with payments and user management built in", "you need private deployment with data control and multi-model integration (OpenAI, Anthropic, Midjourney, Suno, etc.)", "you want chat plus multimodal generation (images, video, music) and knowledge bases in one product"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/99ai", "repo": "vastxie/99AI", "role": "main", "score": 35}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.634126+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:07:41.401204+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2c141c7866f97333423590270a1af1059274071286dd7759b558f287c64df0ad", "fetched_at": "2026-08-28T04:03:17.634126+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vastxie/99AI"}, {"content_hash": "29c46f7c455cbb9b17b3d79b3fca6088509ac9934fc07b580c545280e20aecd0", "fetched_at": "2026-08-29T13:07:47.665709+00:00", "kind": "homepage", "missing": false, "url": "https://docs.lightai.cloud"}, {"content_hash": "3f6b303bf3098b35e91e86d2c63a85e8c9271591453c98eb6bbb0135cea0c4d1", "fetched_at": "2026-08-29T13:07:47.669790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/about"}, {"content_hash": "126e9eb24de6b5ee9755a37178c8fa7ca6dfb5a7d5080f0aa0e9cc69aafb4b52", "fetched_at": "2026-08-29T13:07:47.671878+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v5.html"}, {"content_hash": "45998430895135d127c4814812303e7634e150c3231ee9b168a5fc53848a1ff4", "fetched_at": "2026-08-29T13:07:47.674789+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v4.html"}, {"content_hash": "be9b5787f3746260ad0841abeb0775b84fd4e54d0cd52511afc00751e63ec39d", "fetched_at": "2026-08-29T13:07:47.677019+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-v3.html"}, {"content_hash": "f22125e2f452aad633f00314be6c7f15a0f0a23c2547fcccdbe2c09c9e475b8a", "fetched_at": "2026-08-29T13:07:47.679468+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog-stable.html"}, {"content_hash": "652da3d33e1a7617c56bf89f3f68b156e5e8b06de19351dc8439f2a81c1044eb", "fetched_at": "2026-08-29T13:07:47.681307+00:00", "kind": "site_page", "missing": false, "url": "https://docs.lightai.cloud/introduction/changelog.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 26, "longevity": 68, "rhythm": 28}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 960, "days_push": 448, "days_rel": 448, "gap_med": 88.5, "n_releases_24m": 3}, "score": 35, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}