{"adoption": {"forks": 4739, "observed_at": "2026-08-28T04:11:48.347037+00:00", "stars": 28504}, "canonical_url": "https://ross.abutalabs.com/products/semantic-kernel", "card": {"archived": false, "artifact_type": "framework", "description": "Integrate cutting-edge LLM technology quickly and easily into your apps", "domain": ["artificial-intelligence", "large-language-models", "developer-tools"], "enriched": true, "function": ["agent-framework", "llm-inference", "rag", "mcp", "chatbot", "sdk"], "health_score": 100, "homepage": "https://aka.ms/semantic-kernel", "language": "C#", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["microsoft/semantic-kernel"], "name": "microsoft/semantic-kernel", "platform": ["cross-platform", "windows", "python", "dotnet", "jvm"], "pushed_at": "2026-08-26T16:41:58+00:00", "repo": "microsoft/semantic-kernel", "stars": 28504, "tags": ["llm-orchestration", "multi-agent", "openai", "azure-openai", "plugins", "semantic-kernel", "microsoft", "ai-agents", "retrieval-augmented-generation", "macos", "linux"], "topics": ["ai", "artificial-intelligence", "llm", "openai", "sdk"], "urls": [], "use_cases": ["build ai agents in .net", "orchestrate multi-agent workflows", "integrate llm into my app", "connect openai to my c# application", "build a chatbot with plugins and memory", "add rag with vector database search", "use mcp tools with llm agents"], "what_it_is": "Semantic Kernel is a model-agnostic SDK and orchestration framework from Microsoft for building AI agents and multi-agent systems in .NET, Python, and Java. It provides LLM connectivity, plugins, memory, planning, and vector database integrations, and is now succeeded by Microsoft Agent Framework.", "when_to_avoid": ["you are starting a brand-new project - Microsoft recommends its successor, Microsoft Agent Framework", "you need a lightweight single-purpose LLM client rather than a full orchestration framework"], "when_to_choose": ["you need an enterprise-grade agent framework in .NET, Python, or Java", "you want multi-provider LLM support with plugins, memory, and planning", "you need multi-agent orchestration with vector database integrations"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/semantic-kernel", "repo": "microsoft/semantic-kernel", "role": "main", "score": 93}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:48.347037+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:54:22.600839+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "361d6a8a39c883dac9b05c2c337aa71495d55dd6a6ac7b802321a7913a2cc274", "fetched_at": "2026-08-28T04:11:48.347037+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/semantic-kernel"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 91, "rhythm": 86}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1283, "days_push": 7, "days_rel": 15, "gap_med": 3.0, "n_releases_24m": 145}, "score": 93, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}