{"adoption": {"forks": 24273, "observed_at": "2026-08-28T04:12:24.390142+00:00", "stars": 153595}, "canonical_url": "https://ross.abutalabs.com/products/dify", "card": {"archived": false, "artifact_type": "application", "description": "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.", "domain": ["artificial-intelligence", "large-language-models", "chatbots", "self-hosted"], "enriched": true, "function": ["agent-framework", "rag", "workflow-automation", "chatbot", "llm-inference", "prompt-engineering", "mcp", "web-framework"], "health_score": 100, "homepage": "https://dify.ai", "language": "TypeScript", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["langgenius/dify", "langgenius/dify-sandbox"], "name": "Dify", "platform": ["self-hosted", "cloud", "python"], "pushed_at": "2026-08-26T21:09:50+00:00", "repo": "langgenius/dify", "stars": 153595, "tags": ["low-code", "no-code", "llm-app-platform", "visual-workflow", "genai", "openai", "claude", "deepseek", "ai-agents", "retrieval-augmented-generation", "automation", "docker", "web-server", "nodejs"], "topics": ["ai", "gpt", "llm", "openai", "python", "agent", "nextjs", "workflow", "genai", "automation", "low-code", "mcp", "no-code", "agentic-ai", "agentic-framework", "agentic-workflow", "claude", "skills", "deepseek"], "urls": [], "use_cases": ["build ai agent workflows without code", "create rag chatbot over my documents", "self-host an llm app platform", "prototype and deploy llm applications", "build ai customer support bot", "orchestrate multiple llm tools in one pipeline", "compare and switch between gpt and claude models"], "what_it_is": "Dify is an open-source LLM application development platform for building agentic workflows and RAG pipelines in a collaborative visual workspace. It supports many AI models and tools and can be deployed on cloud, VPC, or self-hosted infrastructure.", "when_to_avoid": ["you need fine-grained programmatic control over agent internals that a low-code platform abstracts away", "you only need a lightweight SDK or library to embed in an existing codebase", "you require a permissive open-source license for commercial redistribution (license is custom)", "your use case is simple single-prompt inference with no workflow needs"], "when_to_choose": ["you want a visual, low-code workspace to build LLM agents and RAG apps", "your team needs to move from prototype to production without rebuilding the stack", "you need self-hosted or VPC deployment with broad model support", "non-developers and developers must collaborate on AI workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/repos/langgenius/dify", "repo": "langgenius/dify", "role": "main", "score": 93}, {"path": "/repos/langgenius/dify-sandbox", "repo": "langgenius/dify-sandbox", "role": "infra", "score": 80}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.390142+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:11:00.199038+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "180fab4e3e98a1b2449b7de7f32f4fd3bea5c9b012963d1105e6d6b9d6487d03", "fetched_at": "2026-08-28T04:12:24.390142+00:00", "kind": "readme", "missing": false, "url": "https://github.com/langgenius/dify"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 88, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1239, "days_push": 7, "days_rel": 8, "gap_med": 7.0, "n_releases_24m": 73}, "score": 93, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}