{"adoption": {"forks": 2462, "observed_at": "2026-08-28T04:11:32.438646+00:00", "stars": 22205}, "canonical_url": "https://ross.abutalabs.com/products/localgpt", "card": {"archived": false, "artifact_type": "application", "description": "Chat with your documents on your local device using GPT models. No data leaves your device and 100% private. ", "domain": ["large-language-models", "artificial-intelligence", "privacy", "self-hosted"], "enriched": true, "function": ["rag", "llm-inference", "search-engine", "chatbot", "nlp"], "health_score": 80, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["PromtEngineer/localGPT"], "name": "PromtEngineer/localGPT", "platform": ["python", "self-hosted", "cross-platform"], "pushed_at": "2026-08-26T04:52:30+00:00", "repo": "PromtEngineer/localGPT", "stars": 22205, "tags": ["local-llm", "document-qa", "hybrid-search", "vector-database", "lancedb", "reranker", "private-ai", "on-premise", "retrieval-augmented-generation", "docker", "gpu"], "topics": [], "urls": [], "use_cases": ["chat with my pdf documents locally", "ask questions about my files without uploading to the cloud", "build a private document Q&A system", "run RAG on my own machine with local LLMs", "summarize documents privately on-device", "search my document collection with AI"], "what_it_is": "LocalGPT is a fully private, on-premise document intelligence platform that lets users chat with, summarize, and query their own documents using local GPT models, with no data leaving the device. It implements an advanced RAG pipeline with hybrid vector and full-text search, cross-encoder reranking, and a smart router between RAG and direct LLM answering.", "when_to_avoid": ["you want a fully managed cloud service with no local setup", "you lack the hardware to run local LLM inference", "you need multi-user enterprise document management out of the box", "you only need simple keyword search without LLM answering"], "when_to_choose": ["privacy is critical and documents must never leave your device", "you want a self-hosted RAG pipeline with hybrid search and reranking", "you have a GPU or local hardware to run open-source LLMs", "you need a modular, configurable document intelligence stack"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/localgpt", "repo": "PromtEngineer/localGPT", "role": "main", "score": 74}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:32.438646+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:57:41.836057+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "affb94f8c96e45e107e35464e219f6198e46c78ebd199a81af7990f20baae7e0", "fetched_at": "2026-08-28T04:11:32.438646+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PromtEngineer/localGPT"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 85, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1197, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 74, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}