{"adoption": {"forks": 1785, "observed_at": "2026-08-28T04:11:58.512392+00:00", "stars": 33838}, "canonical_url": "https://ross.abutalabs.com/products/tabbyml-tabby", "card": {"archived": false, "artifact_type": "service", "description": "Self-hosted AI coding assistant", "domain": ["developer-tools", "large-language-models", "artificial-intelligence", "self-hosted", "apis"], "enriched": true, "function": ["llm-inference", "rag", "search-engine", "http-server", "api-framework", "auth", "chatbot"], "health_score": 91, "homepage": "https://tabbyml.com", "language": "Rust", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["TabbyML/tabby"], "name": "TabbyML/tabby", "platform": ["windows", "self-hosted", "rust", "editor-plugin"], "pushed_at": "2026-06-30T20:38:02+00:00", "repo": "TabbyML/tabby", "stars": 33838, "tags": ["ai-coding-assistant", "code-completion", "copilot-alternative", "on-premises", "ide-extension", "code-llm", "answer-engine", "linux", "macos", "docker", "gpu"], "topics": ["ai", "codegen", "coding-assistant", "coding-language", "developer-experience", "developer-tools", "gen-ai", "llms", "ide"], "urls": [], "use_cases": ["self-hosted github copilot alternative", "run ai code completion on my own server", "set up llm code completion for my team", "ai coding assistant that works with consumer gpus", "integrate ai code suggestions into vscode", "private on-premises ai assistant for code", "chat with my codebase using local llm"], "what_it_is": "Tabby is a self-hosted, open-source AI coding assistant that serves as an on-premises alternative to GitHub Copilot. It provides LLM-powered code completion, an answer engine, and inline chat, deployable with consumer-grade GPUs and no external database or cloud service.", "when_to_avoid": ["you prefer a fully managed cloud service with zero setup", "you have no GPU or hardware to run local model inference", "you need enterprise features like SSO on a free tier", "you only need occasional one-off code generation rather than integrated IDE assistance"], "when_to_choose": ["you need code completion and AI chat without sending code to third-party clouds", "you want to run on consumer-grade GPUs with no external DBMS dependency", "you need OpenAPI integration with existing infrastructure like Cloud IDEs", "you want to use your own coding LLMs (CodeLlama, StarCoder, etc.)"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/tabbyml-tabby", "repo": "TabbyML/tabby", "role": "main", "score": 82}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.512392+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:28:08.399730+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d0e591891cd43167ec3623a9438c270b11acac96d88516f2bf1f92fcc014d1e1", "fetched_at": "2026-08-28T04:11:58.512392+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TabbyML/tabby"}, {"content_hash": "5c3d73264a368f7e3c5ca99480f4b8002da66db1903746456786b6474d88f310", "fetched_at": "2026-08-29T07:48:33.816331+00:00", "kind": "homepage", "missing": false, "url": "https://tabbyml.com"}, {"content_hash": "ceaafdaa4cf0780bd820226584286ba50ee4107bd65a8d13ac5ed08811288607", "fetched_at": "2026-08-29T07:48:33.828482+00:00", "kind": "site_page", "missing": false, "url": "https://tabby.tabbyml.com/docs/welcome"}, {"content_hash": "7958d8488bf6ecfb10953fef04cbb19cc6abd19e179752c47f72902bdadff7d9", "fetched_at": "2026-08-29T07:48:33.826337+00:00", "kind": "site_page", "missing": false, "url": "https://www.tabbyml.com/pricing"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 90, "longevity": 90, "rhythm": 67}, "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": 1266, "days_push": 64, "days_rel": 220, "gap_med": 10.0, "n_releases_24m": 35}, "score": 82, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}