{
 "schema_version": 1,
 "generated": "2026-10-25",
 "repo": "langgenius/dify",
 "name": "dify",
 "owner": "langgenius",
 "slug": "langgenius-dify",
 "github": "https://github.com/langgenius/dify",
 "what": "Dify is an open-source platform for building LLM apps. It combines a visual workflow canvas, a RAG pipeline that ingests PDFs and slides, agents with their own sandbox, support for hundreds of models, a prompt IDE, observability and a backend-as-a-service API, so a team can go from prototype to production in one workspace. It runs in Dify Cloud or self-hosted with Docker Compose.",
 "why": "159k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Docker and Docker Compose v2.24.0 or later for self-hosting",
  "A machine with at least 2 CPU cores and 4 GiB RAM",
  "API keys for the model providers you use"
 ],
 "audience_note": "Teams and builders who want to ship chatbots, internal assistants and AI workflows without hand-writing the whole stack.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/langgenius-dify/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "langgenius-dify--self-host-dify-with-docker-compose",
   "title": "Self-host Dify with Docker Compose",
   "best": true,
   "url": "https://dedupedai.com/use-cases/langgenius-dify/self-host-dify-with-docker-compose/",
   "json": "https://dedupedai.com/use-cases/u/langgenius-dify/self-host-dify-with-docker-compose.json"
  },
  {
   "id": "langgenius-dify--build-a-docs-chatbot-with-the-rag-pipeline",
   "title": "Build a chatbot over your PDFs and slides",
   "best": false,
   "url": "https://dedupedai.com/use-cases/langgenius-dify/build-a-docs-chatbot-with-the-rag-pipeline/",
   "json": "https://dedupedai.com/use-cases/u/langgenius-dify/build-a-docs-chatbot-with-the-rag-pipeline.json"
  },
  {
   "id": "langgenius-dify--run-a-sandboxed-dify-agent-with-mcp-tools",
   "title": "Give a Dify agent tools from MCP servers and the marketplace",
   "best": false,
   "url": "https://dedupedai.com/use-cases/langgenius-dify/run-a-sandboxed-dify-agent-with-mcp-tools/",
   "json": "https://dedupedai.com/use-cases/u/langgenius-dify/run-a-sandboxed-dify-agent-with-mcp-tools.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}