{"adoption": {"forks": 397, "observed_at": "2026-08-28T04:08:48.888726+00:00", "stars": 4426}, "canonical_url": "https://ross.abutalabs.com/products/graphgpt", "card": {"archived": false, "artifact_type": "application", "description": "Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️", "domain": ["artificial-intelligence", "large-language-models", "data-visualization"], "enriched": true, "function": ["nlp", "llm-inference", "data-visualization", "rag"], "health_score": 20, "homepage": "https://graphgpt.vercel.app", "language": "JavaScript", "license": "MIT", "license_family": "permissive", "maturity": "experimental", "member_repos": ["varunshenoy/GraphGPT"], "name": "varunshenoy/GraphGPT", "platform": [], "pushed_at": "2024-05-10T10:01:21+00:00", "repo": "varunshenoy/GraphGPT", "stars": 4426, "tags": ["knowledge-graph", "gpt-3", "openai", "graph-visualization", "toy-project", "natural-language-processing", "web", "nodejs", "javascript"], "topics": ["gpt-3", "knowledge-graph"], "urls": [], "use_cases": ["extract a knowledge graph from a movie synopsis", "visualize entities and relationships from a wikipedia passage", "build a graph from a video transcript", "incrementally update a knowledge graph with new text", "explore how GPT-3 structures unstructured text"], "what_it_is": "GraphGPT is a web application that converts unstructured natural language text into a knowledge graph using GPT-3, visualizing entities and their relationships. Successive queries can update the existing graph state or create entirely new structures.", "when_to_avoid": ["you need production-grade knowledge graph extraction with low latency", "you want a maintained library to embed in your own project (the author recommends GPT Index/LlamaIndex instead)", "you cannot rely on the OpenAI API or don't have an API key"], "when_to_choose": ["you want a quick visual demo of LLM-based entity/relation extraction", "you need a lightweight tool to turn prose into an interactive graph", "you want to study few-shot prompt design for structured JSON output"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/graphgpt", "repo": "varunshenoy/GraphGPT", "role": "main", "score": 31}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:48.888726+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:20:57.477248+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b6ee034a0dc6989599e9abf1ec7d01fee60e1754822708835a675827e72513e3", "fetched_at": "2026-08-28T04:08:48.888726+00:00", "kind": "readme", "missing": false, "url": "https://github.com/varunshenoy/GraphGPT"}, {"content_hash": "64fc2a84db5bf33c8944f4dbf17773588d3170f89c237fa5d3e76a8eecc4d29a", "fetched_at": "2026-08-29T09:08:40.420532+00:00", "kind": "homepage", "missing": false, "url": "https://graphgpt.vercel.app"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 93, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1310, "days_push": 845, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 31, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}