{"adoption": {"forks": 110, "observed_at": "2026-08-28T04:05:53.201989+00:00", "stars": 1911}, "canonical_url": "https://ross.abutalabs.com/products/alexpinel-dot", "card": {"archived": false, "artifact_type": "application", "description": "Text-To-Speech, RAG, and LLMs. All local!", "domain": ["large-language-models", "privacy", "self-hosted", "files"], "enriched": true, "function": ["rag", "llm-inference", "chatbot", "speech-recognition", "tts", "pdf"], "health_score": 30, "homepage": "https://dotapp.uk/", "language": "JavaScript", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["alexpinel/Dot"], "name": "alexpinel/Dot", "platform": ["windows", "cross-platform"], "pushed_at": "2024-12-09T15:46:44+00:00", "repo": "alexpinel/Dot", "stars": 1911, "tags": ["local-llm", "document-chat", "faiss", "langchain", "llamacpp", "offline", "privategpt-alternative", "phi-3", "retrieval-augmented-generation", "macos", "electron", "desktop"], "topics": ["embeddings", "llm", "local", "rag", "standalone", "standalone-app", "document-chat", "faiss", "langchain", "privategpt", "llamacpp", "self-hosted", "phi-3", "tts", "whisper-cpp"], "urls": [], "use_cases": ["chat with pdf documents locally", "ask questions about my files without uploading them", "offline private chatgpt alternative", "run a local llm rag app on windows or mac", "query spreadsheets and docs with ai privately", "talk to documents with voice using whisper and tts"], "what_it_is": "Dot is a standalone Electron desktop application for chatting with your documents using fully local LLMs and Retrieval Augmented Generation. It bundles llama.cpp, FAISS vector stores, LangChain, Whisper speech recognition, and text-to-speech so everything runs offline with no data leaving the device.", "when_to_avoid": ["you need Linux support (not yet available)", "you want a server-side or multi-user hosted deployment", "you need cutting-edge model performance beyond small local LLMs"], "when_to_choose": ["you need document Q&A with strict privacy or offline operation", "you want a no-code, install-and-run local RAG app", "you're on Apple Silicon or Windows and want bundled TTS/STT"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/alexpinel-dot", "repo": "alexpinel/Dot", "role": "main", "score": 16}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:53.201989+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:10:47.074859+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "06645a48e3cd9d7946050ede5db7dcdee19acaedb90ec89016f6da307183002e", "fetched_at": "2026-08-28T04:05:53.201989+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alexpinel/Dot"}, {"content_hash": "e5979f4f345ca7372a3bce8369e569dd3a7ad9421513b1f1a66844e1b3080cb0", "fetched_at": "2026-08-29T10:50:15.694539+00:00", "kind": "homepage", "missing": false, "url": "https://dotapp.uk/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 64, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 901, "days_push": 632, "days_rel": 632, "gap_med": null, "n_releases_24m": 1}, "score": 16, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}