{"adoption": {"forks": 478, "observed_at": "2026-08-28T04:09:19.527501+00:00", "stars": 5472}, "canonical_url": "https://ross.abutalabs.com/products/lemonade", "card": {"archived": false, "artifact_type": "service", "description": "Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk", "domain": ["large-language-models", "artificial-intelligence", "self-hosted", "developer-tools", "machine-learning"], "enriched": true, "function": ["llm-inference", "http-server", "mcp", "sdk", "cli", "gui", "speech-recognition", "tts", "image-processing", "rag"], "health_score": 100, "homepage": "https://lemonade-server.ai/", "language": "C++", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["lemonade-sdk/lemonade"], "name": "lemonade-sdk/lemonade", "platform": ["windows", "self-hosted", "cpp", "python"], "pushed_at": "2026-08-26T20:32:46+00:00", "repo": "lemonade-sdk/lemonade", "stars": 5472, "tags": ["local-ai", "openai-api-compatible", "npu", "amd-ryzen-ai", "radeon", "vulkan", "rocm", "llama-cpp", "onnxruntime", "ollama-compatible", "anthropic-compatible", "model-manager", "privacy", "embeddable", "linux", "macos", "docker", "gpu"], "topics": ["amd", "llama", "llm", "llm-inference", "local-server", "mistral", "npu", "onnxruntime", "qwen", "openai-api", "mcp", "mcp-server", "gpu", "radeon", "ryzen", "vulkan", "ai", "genai", "rocm"], "urls": [], "use_cases": ["run local llm server with openai-compatible api on my pc", "serve llama or qwen models on amd radeon gpu or ryzen ai npu", "self-host a private chatgpt alternative with no telemetry", "embed a local ai runtime into my desktop application", "connect local llm to apps like open webui or coding agents", "run an mcp server backed by local models", "generate images and speech locally on windows", "manage and download local llm models with a gui"], "what_it_is": "Lemonade is a local AI server that runs optimized LLMs (plus image, speech, and embedding models) on your own GPU and NPU, exposing OpenAI-, Anthropic-, and Ollama-compatible APIs plus an MCP gateway. It ships as an installable service with GUI/CLI, an embeddable portable binary for bundling into apps, and includes AMD-specific optimizations for Ryzen AI, Radeon, and Strix Halo hardware.", "when_to_avoid": ["you need large-scale multi-node or cloud inference rather than single-PC local serving", "you're locked into a specific inference stack like vLLM or TensorRT-LLM server features", "you only need a lightweight library call rather than a running HTTP service", "your target hardware lacks GPU/NPU acceleration and CPU-only speed is insufficient"], "when_to_choose": ["you want cloud-API-style local inference that works out-of-box with hundreds of existing apps", "you're on AMD Ryzen AI, Radeon, or Strix Halo hardware and want vendor-optimized performance", "you need multi-modal local AI (chat, vision, image, speech, embeddings) from one service", "you want to bundle a private, customizable AI runtime into your own application", "you need OpenAI, Anthropic, and Ollama API compatibility plus MCP from a single server"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/lemonade", "repo": "lemonade-sdk/lemonade", "role": "main", "score": 82}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:19.527501+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:56:43.691007+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e494f4b3ee33989c9ec9cfb83b49b2b4dadc502826f4027a6f40f34b6daedc4f", "fetched_at": "2026-08-28T04:09:19.527501+00:00", "kind": "readme", "missing": false, "url": "https://github.com/lemonade-sdk/lemonade"}, {"content_hash": "c1887400b3f82791cd0908d2848cca4d1b264188db96783461d35cf9647ac437", "fetched_at": "2026-08-29T08:51:49.889466+00:00", "kind": "homepage", "missing": false, "url": "https://lemonade-server.ai/"}, {"content_hash": "9f6295bedfa5720f413f3cdfd8541f0fadc83f5e1fc4796572825e69120c0cda", "fetched_at": "2026-08-29T08:51:49.898303+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/embeddable"}, {"content_hash": "cce9a1f0241f00319b2067fa4d1f9c156a20a4cdb89cd40c8bb9a373b1fcddb2", "fetched_at": "2026-08-29T08:51:49.900248+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/api"}, {"content_hash": "1462410a7ef1ba0b411d4d2d7e14f31ff4859ae1e3b01b785ccf7798e094591e", "fetched_at": "2026-08-29T08:51:49.901943+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/philosophy"}, {"content_hash": "8cced583956786beff24243f75327e7d1ca3c40b6449e15eebfcd39384fcac86", "fetched_at": "2026-08-29T08:51:49.904125+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/contribute"}, {"content_hash": "440b404c0fb2fa039f4c4c93f30f9c2ed818ed8ccb83d4fb0b949f990c6bd206", "fetched_at": "2026-08-29T08:51:49.906076+00:00", "kind": "site_page", "missing": false, "url": "https://lemonade-server.ai/docs/dev/release"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 33, "rhythm": 87}, "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": 475, "days_push": 7, "days_rel": 7, "gap_med": 6.0, "n_releases_24m": 69}, "score": 82, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}